Best-of Python
🏆 A ranked list of awesome Python open-source libraries & tools. Updated weekly.
This curated list contains 390 awesome open-source projects with a total of 1.6M stars grouped into 28 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue , submit a pull request , or directly edit the projects.yaml . Contributions are very welcome!
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Contents
Explanation
🥇 🥈 🥉 Combined project-quality score
⭐️ Star count from GitHub
🐣 New project (less than 6 months old)
💤 Inactive project (6 months no activity)
💀 Dead project (12 months no activity)
📈 📉 Project is trending up or down
➕ Project was recently added
❗️ Warning (e.g. missing/risky license)
👨💻 Contributors count from GitHub
🔀 Fork count from GitHub
📋 Issue count from GitHub
⏱️ Last update timestamp on package manager
📥 Download count from package manager
📦 Number of dependent projects
Pandas related project
Data Serialization
protobuf (🥇 52 · ⭐ 60K) - Protocol Buffers - Googles data interchange format. BSD-3
GitHub (👨💻 1.1K · 🔀 15K · 📥 33M · 📦 450K · 📋 5.8K - 16% open · ⏱️ 06.07.2023):
git clone https://github.com/protocolbuffers/protobuf
PyPi (📥 120M / month · 📦 16K · ⏱️ 30.01.2023):
Conda (📥 15M · ⏱️ 30.06.2023):
conda install -c conda-forge protobuf
npm (📥 6.1M / month · 📦 3.4K · ⏱️ 10.10.2022):
npm install google-protobuf
flatbuffers (🥇 43 · ⭐ 21K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
GitHub (👨💻 640 · 🔀 3.1K · 📥 230K · 📦 63K · 📋 2.2K - 6% open · ⏱️ 15.06.2023):
git clone https://github.com/google/flatbuffers
PyPi (📥 9.9M / month · 📦 290 · ⏱️ 21.01.2023):
Conda (📥 770K · ⏱️ 16.06.2023):
conda install -c conda-forge flatbuffers
npm (📥 910K / month · 📦 260 · ⏱️ 26.05.2023):
marshmallow (🥈 38 · ⭐ 6.6K) - A lightweight library for converting complex objects to and from.. MIT
GitHub (👨💻 210 · 🔀 630 · 📦 86K · 📋 1.2K - 13% open · ⏱️ 04.07.2023):
git clone https://github.com/marshmallow-code/marshmallow
PyPi (📥 22M / month · 📦 10K · ⏱️ 05.09.2016):
Conda (📥 1.9M · ⏱️ 16.06.2023):
conda install -c conda-forge marshmallow
simplejson (🥈 36 · ⭐ 1.6K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
GitHub (👨💻 42 · 🔀 330 · 📥 6.3K · 📦 110K · 📋 190 - 9% open · ⏱️ 06.04.2023):
git clone https://github.com/simplejson/simplejson
PyPi (📥 18M / month · 📦 21K · ⏱️ 03.01.2023):
Conda (📥 2.7M · ⏱️ 16.06.2023):
conda install -c conda-forge simplejson
orjson (🥈 35 · ⭐ 4.7K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
GitHub (👨💻 19 · 🔀 170 · 📦 48K · 📋 320 - 0% open · ⏱️ 09.06.2023):
git clone https://github.com/ijl/orjson
PyPi (📥 11M / month · 📦 910 · ⏱️ 10.01.2023):
Conda (📥 800K · ⏱️ 09.06.2023):
conda install -c conda-forge orjson
ultrajson (🥈 35 · ⭐ 4.1K) - Ultra fast JSON decoder and encoder written in C with Python bindings. BSD-3
GitHub (👨💻 85 · 🔀 370 · 📋 340 - 7% open · ⏱️ 03.07.2023):
git clone https://github.com/ultrajson/ultrajson
PyPi (📥 7.4M / month · 📦 4.4K · ⏱️ 06.01.2023):
Conda (📥 3.8M · ⏱️ 16.06.2023):
conda install -c conda-forge ujson
dill (🥈 35 · ⭐ 1.9K) - serialize all of python. BSD-3
GitHub (👨💻 43 · 🔀 160 · 📥 290K · 📦 110K · 📋 480 - 34% open · ⏱️ 06.07.2023):
git clone https://github.com/uqfoundation/dill
PyPi (📥 25M / month · 📦 3.8K · ⏱️ 20.05.2022):
Conda (📥 4.4M · ⏱️ 16.06.2023):
conda install -c conda-forge dill
cloudpickle (🥈 35 · ⭐ 1.4K · 📉 ) - Extended pickling support for Python objects. BSD-3
GitHub (👨💻 56 · 🔀 150 · 📥 25 · 📦 83K · 📋 240 - 33% open · ⏱️ 03.07.2023):
git clone https://github.com/cloudpipe/cloudpickle
PyPi (📥 29M / month · 📦 2.8K · ⏱️ 19.01.2023):
Conda (📥 14M · ⏱️ 16.06.2023):
conda install -c conda-forge cloudpickle
msgpack (🥉 34 · ⭐ 1.8K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
GitHub (👨💻 78 · 🔀 220 · 📥 1.1K · 📋 270 - 2% open · ⏱️ 23.05.2023):
git clone https://github.com/msgpack/msgpack-python
PyPi (📥 33M / month · 📦 2.2K · ⏱️ 18.01.2023):
Conda (📥 13M · ⏱️ 16.06.2023):
conda install -c conda-forge msgpack-python
jsonpickle (🥉 34 · ⭐ 1.1K) - Python library for serializing any arbitrary object graph into.. BSD-3
GitHub (👨💻 69 · 🔀 160 · 📋 290 - 21% open · ⏱️ 26.05.2023):
git clone https://github.com/jsonpickle/jsonpickle
PyPi (📥 8M / month · 📦 2.4K · ⏱️ 11.05.2022):
Conda (📥 1.4M · ⏱️ 16.06.2023):
conda install -c conda-forge jsonpickle
srsly (🥉 29 · ⭐ 370) - Modern high-performance serialization utilities for Python (JSON,.. MIT
GitHub (👨💻 14 · 🔀 32 · 📦 30K · 📋 28 - 10% open · ⏱️ 20.04.2023):
git clone https://github.com/explosion/srsly
PyPi (📥 3.6M / month · 📦 280 · ⏱️ 18.10.2022):
Conda (📥 1.2M · ⏱️ 16.06.2023):
conda install -c conda-forge srsly
python-rapidjson (🥉 28 · ⭐ 480) - Python wrapper around rapidjson. MIT
GitHub (👨💻 22 · 🔀 44 · 📦 4.2K · 📋 100 - 11% open · ⏱️ 16.06.2023):
git clone https://github.com/python-rapidjson/python-rapidjson
PyPi (📥 1.1M / month · 📦 260 · ⏱️ 17.10.2022):
pip install python-rapidjson
Conda (📥 1.2M · ⏱️ 16.06.2023):
conda install -c conda-forge python-rapidjson
pysimdjson (🥉 25 · ⭐ 590 · 💤 ) - Python bindings for the simdjson project. MIT
GitHub (👨💻 14 · 🔀 50 · 📦 1.1K · 📋 86 - 17% open · ⏱️ 12.09.2022):
git clone https://github.com/TkTech/pysimdjson
PyPi (📥 320K / month · 📦 23 · ⏱️ 21.06.2021):
Conda (📥 71K · ⏱️ 16.06.2023):
conda install -c conda-forge pysimdjson
hickle (🥉 25 · ⭐ 460 · 💤 ) - a HDF5-based python pickle replacement. MIT
GitHub (👨💻 23 · 🔀 70 · 📦 540 · 📋 110 - 10% open · ⏱️ 31.08.2022):
git clone https://github.com/telegraphic/hickle
PyPi (📥 30K / month · 📦 88 · ⏱️ 31.08.2022):
Conda (📥 23K · ⏱️ 16.06.2023):
conda install -c conda-forge hickle
rtoml (🥉 20 · ⭐ 240) - A fast TOML library for python implemented in rust. MIT
Show 1 hidden projects...
pyasn1 (🥉 34 · ⭐ 230 · 💀 ) - Generic ASN.1 library for Python. BSD-2
Data Containers & Dataframes
General-purpose data containers as well as utilities & extensions for pandas.
pandas (🥇 52 · ⭐ 39K) - Flexible and powerful data analysis / manipulation library for.. BSD-3
GitHub (👨💻 3.4K · 🔀 16K · 📥 200K · 📦 1.2M · 📋 25K - 14% open · ⏱️ 06.07.2023):
git clone https://github.com/pandas-dev/pandas
PyPi (📥 120M / month · 📦 69K · ⏱️ 23.06.2022):
Conda (📥 41M · ⏱️ 29.06.2023):
conda install -c conda-forge pandas
numpy (🥇 51 · ⭐ 24K) - The fundamental package for scientific computing with Python. BSD-3
GitHub (👨💻 1.6K · 🔀 8K · 📥 760K · 📦 1.7M · 📋 12K - 18% open · ⏱️ 06.07.2023):
git clone https://github.com/numpy/numpy
PyPi (📥 160M / month · 📦 130K · ⏱️ 26.12.2022):
Conda (📥 60M · ⏱️ 26.06.2023):
conda install -c conda-forge numpy
h5py (🥇 41 · ⭐ 1.9K) - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5.. BSD-3
GitHub (👨💻 200 · 🔀 500 · 📥 2.8K · 📦 220K · 📋 1.4K - 17% open · ⏱️ 20.06.2023):
git clone https://github.com/h5py/h5py
PyPi (📥 12M / month · 📦 15K · ⏱️ 23.01.2023):
Conda (📥 12M · ⏱️ 27.06.2023):
conda install -c conda-forge h5py
polars (🥈 39 · ⭐ 18K) - Fast multi-threaded, hybrid-out-of-core query engine focussing on DataFrame.. MIT
Modin (🥈 37 · ⭐ 8.8K) - Modin: Scale your Pandas workflows by changing a single line of.. Apache-2
GitHub (👨💻 120 · 🔀 620 · 📥 200K · 📦 1.1K · 📋 3.7K - 22% open · ⏱️ 05.07.2023):
git clone https://github.com/modin-project/modin
PyPi (📥 940K / month · 📦 32 · ⏱️ 25.06.2022):
Conda (📥 250K · ⏱️ 05.07.2023):
conda install -c conda-forge modin-core
xarray (🥈 37 · ⭐ 3K) - N-D labeled arrays and datasets in Python. Apache-2
GitHub (👨💻 430 · 🔀 950 · 📦 1 · 📋 3.9K - 29% open · ⏱️ 05.07.2023):
git clone https://github.com/pydata/xarray
PyPi (📥 2.9M / month · 📦 1.8K · ⏱️ 09.06.2022):
Conda (📥 8.4M · ⏱️ 26.06.2023):
conda install -c conda-forge xarray
PyTables (🥈 35 · ⭐ 1.2K) - A Python package to manage extremely large amounts of data. BSD-3
GitHub (👨💻 120 · 🔀 250 · 📥 170 · 📦 47K · 📋 690 - 22% open · ⏱️ 29.06.2023):
git clone https://github.com/PyTables/PyTables
PyPi (📥 770K / month · 📦 2.5K · ⏱️ 28.12.2021):
Conda (📥 6.1M · ⏱️ 27.06.2023):
conda install -c conda-forge pytables
docarray (🥈 34 · ⭐ 2.3K) - Represent, send, and store multimodal data Neural Search Vector.. Apache-2
GitHub (👨💻 64 · 🔀 180 · 📦 500 · 📋 580 - 10% open · ⏱️ 05.07.2023):
git clone https://github.com/jina-ai/docarray
PyPi (📥 140K / month · 📦 11 · ⏱️ 27.01.2023):
Conda (📥 110K · ⏱️ 18.06.2023):
conda install -c conda-forge docarray
numexpr (🥈 33 · ⭐ 2K) - Fast numerical array expression evaluator for Python, NumPy, PyTables,.. MIT
GitHub (👨💻 65 · 🔀 190 · 📥 320 · 📋 350 - 19% open · ⏱️ 29.06.2023):
git clone https://github.com/pydata/numexpr
PyPi (📥 5.6M / month · 📦 3.1K · ⏱️ 26.10.2022):
Conda (📥 6.7M · ⏱️ 16.06.2023):
conda install -c conda-forge numexpr
zarr (🥈 33 · ⭐ 1.2K) - An implementation of chunked, compressed, N-dimensional arrays for Python. MIT
GitHub (👨💻 87 · 🔀 220 · 📦 2.5K · 📋 620 - 42% open · ⏱️ 05.07.2023):
git clone https://github.com/zarr-developers/zarr-python
PyPi (📥 250K / month · 📦 340 · ⏱️ 23.06.2022):
Conda (📥 2.4M · ⏱️ 14.06.2023):
conda install -c conda-forge zarr
Bottleneck (🥈 33 · ⭐ 910) - Fast NumPy array functions written in C. BSD-2
GitHub (👨💻 30 · 🔀 96 · 📦 42K · 📋 230 - 18% open · ⏱️ 04.04.2023):
git clone https://github.com/pydata/bottleneck
PyPi (📥 620K / month · 📦 1.6K · ⏱️ 02.07.2022):
Conda (📥 3.5M · ⏱️ 16.06.2023):
conda install -c conda-forge bottleneck
TinyDB (🥈 32 · ⭐ 6K) - TinyDB is a lightweight document oriented database optimized for your.. MIT
GitHub (👨💻 81 · 🔀 500 · 📦 11K · 📋 300 - 4% open · ⏱️ 12.06.2023):
git clone https://github.com/msiemens/tinydb
PyPi (📥 430K / month · 📦 860 · ⏱️ 19.02.2022):
Conda (📥 310K · ⏱️ 12.06.2023):
conda install -c conda-forge tinydb
Koalas (🥈 32 · ⭐ 3.3K · 💤 ) - Koalas: pandas API on Apache Spark. Apache-2
spark
GitHub (👨💻 51 · 🔀 340 · 📥 1K · 📦 310 · 📋 590 - 18% open · ⏱️ 14.12.2022):
git clone https://github.com/databricks/koalas
PyPi (📥 1.8M / month · 📦 16 · ⏱️ 19.10.2021):
Conda (📥 300K · ⏱️ 16.06.2023):
conda install -c conda-forge koalas
pandera (🥈 32 · ⭐ 2.4K) - A light-weight, flexible, and expressive statistical data testing.. MIT
GitHub (👨💻 100 · 🔀 200 · 📦 910 · 📋 600 - 34% open · ⏱️ 06.07.2023):
git clone https://github.com/pandera-dev/pandera
PyPi (📥 890K / month · 📦 69 · ⏱️ 01.05.2022):
Conda (📥 25K · ⏱️ 16.06.2023):
conda install -c conda-forge pandera-core
datasketch (🥉 31 · ⭐ 2K) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++,.. MIT
datatable (🥉 30 · ⭐ 1.7K) - A Python package for manipulating 2-dimensional tabular data.. MPL-2.0
GitHub (👨💻 37 · 🔀 150 · 📥 2.1K · 📋 1.5K - 10% open · ⏱️ 31.05.2023):
git clone https://github.com/h2oai/datatable
PyPi (📥 72K / month · 📦 22 · ⏱️ 08.05.2018):
Conda (📥 22K · ⏱️ 16.06.2023):
conda install -c conda-forge datatable
Vaex (🥉 29 · ⭐ 7.9K · 💤 ) - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML,.. MIT
GitHub (👨💻 72 · 🔀 590 · 📥 260 · 📦 530 · 📋 1.3K - 39% open · ⏱️ 08.12.2022):
git clone https://github.com/vaexio/vaex
PyPi (📥 41K / month · 📦 24 · ⏱️ 02.12.2022):
Conda (📥 170K · ⏱️ 16.06.2023):
conda install -c conda-forge vaex
swifter (🥉 28 · ⭐ 2.3K) - A package which efficiently applies any function to a pandas.. MIT
GitHub (👨💻 17 · 🔀 100 · 📦 1K · 📋 140 - 8% open · ⏱️ 13.06.2023):
git clone https://github.com/jmcarpenter2/swifter
PyPi (📥 280K / month · 📦 41 · ⏱️ 16.08.2022):
Conda (📥 210K · ⏱️ 13.06.2023):
conda install -c conda-forge swifter
Pandaral·lel (🥉 27 · ⭐ 3.1K) - A simple and efficient tool to parallelize Pandas.. BSD-3
jupyter
GitHub (👨💻 25 · 🔀 190 · 📋 200 - 37% open · ⏱️ 02.05.2023):
git clone https://github.com/nalepae/pandarallel
PyPi (📥 300K / month · 📦 34 · ⏱️ 15.01.2023):
Conda (📥 22K · ⏱️ 16.06.2023):
conda install -c conda-forge pandarallel
Pandas Summary (🥉 27 · ⭐ 480) - Engine for ML/Data tracking, visualization,.. Apache-2
StaticFrame (🥉 27 · ⭐ 350) - Immutable and grow-only Pandas-like DataFrames with a more explicit.. MIT
GitHub (👨💻 21 · 🔀 30 · 📦 18 · 📋 570 - 5% open · ⏱️ 26.06.2023):
git clone https://github.com/InvestmentSystems/static-frame
PyPi (📥 4.1K / month · 📦 2 · ⏱️ 01.07.2022):
Conda (📥 280K · ⏱️ 25.06.2023):
conda install -c conda-forge static-frame
pickleDB (🥉 22 · ⭐ 790) - pickleDB is an open source key-value store using Pythons json module. BSD-3
fletcher (🥉 20 · ⭐ 220) - Pandas ExtensionDType/Array backed by Apache Arrow. MIT
GitHub (👨💻 24 · 🔀 33 · 📥 17 · 📦 4 · 📋 110 - 31% open · ⏱️ 22.02.2023):
git clone https://github.com/xhochy/fletcher
PyPi (📥 180 / month · 📦 1 · ⏱️ 17.01.2021):
Conda (📥 59K · ⏱️ 16.06.2023):
conda install -c conda-forge fletcher
Bounter (🥉 18 · ⭐ 940 · 💤 ) - Efficient Counter that uses a limited (bounded) amount of memory.. MIT
Show 6 hidden projects...
Blaze (🥉 31 · ⭐ 3.2K · 💀 ) - NumPy and Pandas interface to Big Data. BSD-3
Arctic (🥉 30 · ⭐ 3K) - Arctic is a high performance datastore for numeric data. ❗️LGPL-2.1
sklearn-pandas (🥉 29 · ⭐ 2.7K · 💤 ) - Pandas integration with sklearn. ❗️Zlib
sklearn
pandasql (🥉 28 · ⭐ 1.2K · 💀 ) - sqldf for pandas. MIT
bcolz (🥉 27 · ⭐ 950 · 💀 ) - A columnar data container that can be compressed. BSD-3
PandaPy (🥉 13 · ⭐ 540 · 💀 ) - PandaPy has the speed of NumPy and the usability of Pandas 10x to.. MIT
Data Structures
python-sortedcontainers (🥇 36 · ⭐ 3K · 💤 ) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
GitHub (👨💻 23 · 🔀 190 · 📦 120K · 📋 180 - 14% open · ⏱️ 06.11.2022):
git clone https://github.com/grantjenks/python-sortedcontainers
PyPi (📥 24M / month · 📦 2.1K · ⏱️ 16.05.2021):
pip install sortedcontainers
Conda (📥 10M · ⏱️ 16.06.2023):
conda install -c conda-forge sortedcontainers
pyrsistent (🥇 34 · ⭐ 1.9K · 💤 ) - Persistent/Immutable/Functional data structures for Python. MIT
GitHub (👨💻 69 · 🔀 140 · 📦 300K · 📋 170 - 13% open · ⏱️ 29.12.2022):
git clone https://github.com/tobgu/pyrsistent
PyPi (📥 55M / month · 📦 2.3K · ⏱️ 29.12.2022):
Conda (📥 19M · ⏱️ 16.06.2023):
conda install -c conda-forge pyrsistent
multidict (🥈 31 · ⭐ 350) - The multidict implementation. Apache-2
GitHub (👨💻 47 · 🔀 81 · 📥 4.2K · 📋 140 - 11% open · ⏱️ 28.06.2023):
git clone https://github.com/aio-libs/multidict
PyPi (📥 69M / month · 📦 3.2K · ⏱️ 24.12.2022):
Conda (📥 9.7M · ⏱️ 16.06.2023):
conda install -c conda-forge multidict
python-benedict (🥈 30 · ⭐ 1.1K) - dict subclass with keylist/keypath support, built-in I/O.. MIT
GitHub (👨💻 5 · 🔀 42 · 📦 1.4K · 📋 92 - 10% open · ⏱️ 27.06.2023):
git clone https://github.com/fabiocaccamo/python-benedict
PyPi (📥 580K / month · 📦 25 · ⏱️ 12.01.2023):
pip install python-benedict
Conda (📥 130K · ⏱️ 17.06.2023):
conda install -c conda-forge python-benedict
anytree (🥈 30 · ⭐ 820 · 💤 ) - Python tree data library. Apache-2
GitHub (👨💻 23 · 🔀 120 · 📦 16K · 📋 180 - 30% open · ⏱️ 20.09.2022):
git clone https://github.com/c0fec0de/anytree
PyPi (📥 590K / month · 📦 310 · ⏱️ 15.01.2020):
Conda (📥 30K · ⏱️ 16.06.2023):
conda install -c conda-forge anytree
glom (🥉 29 · ⭐ 1.7K) - Pythons nested data operator (and CLI), for all your declarative.. BSD-3
GitHub (👨💻 20 · 🔀 59 · 📦 1.1K · 📋 180 - 63% open · ⏱️ 04.04.2023):
git clone https://github.com/mahmoud/glom
PyPi (📥 1M / month · 📦 100 · ⏱️ 24.01.2022):
Conda (📥 23K · ⏱️ 16.06.2023):
conda install -c conda-forge glom
bidict (🥉 29 · ⭐ 1.3K) - The bidirectional mapping library for Python. MPL-2.0
GitHub (👨💻 14 · 🔀 56 · 📦 15K · 📋 55 - 5% open · ⏱️ 06.07.2023):
git clone https://github.com/jab/bidict
PyPi (📥 1.8M / month · 📦 480 · ⏱️ 23.03.2022):
Conda (📥 300K · ⏱️ 16.06.2023):
conda install -c conda-forge bidict
munch (🥉 29 · ⭐ 680) - A Munch is a Python dictionary that provides attribute-style access (a la.. MIT
GitHub (👨💻 27 · 🔀 80 · 📋 45 - 13% open · ⏱️ 01.07.2023):
git clone https://github.com/Infinidat/munch
PyPi (📥 1.6M / month · 📦 830 · ⏱️ 09.03.2020):
Conda (📥 3.5M · ⏱️ 02.07.2023):
conda install -c conda-forge munch
ordered-set (🥉 29 · ⭐ 180 · 💤 ) - A mutable set that remembers the order of its entries. One of.. MIT
GitHub (👨💻 19 · 🔀 43 · 📦 8.5K · 📋 40 - 12% open · ⏱️ 06.09.2022):
git clone https://github.com/rspeer/ordered-set
PyPi (📥 9.7M / month · 📦 360 · ⏱️ 26.01.2022):
Conda (📥 350K · ⏱️ 16.06.2023):
conda install -c conda-forge ordered-set
sqlitedict (🥉 27 · ⭐ 1K · 💤 ) - Persistent dict, backed by sqlite3 and pickle, multithread-safe. Apache-2
GitHub (👨💻 40 · 🔀 130 · 📦 3.4K · 📋 100 - 33% open · ⏱️ 03.12.2022):
git clone https://github.com/RaRe-Technologies/sqlitedict
PyPi (📥 220K / month · 📦 220 · ⏱️ 03.12.2022):
Conda (📥 77K · ⏱️ 16.06.2023):
conda install -c conda-forge sqlitedict
python-box (🥉 26 · ⭐ 2.2K) - Python dictionaries with advanced dot notation access. MIT
GitHub (👨💻 1 · 🔀 100 · 📥 38 · 📋 160 - 12% open · ⏱️ 22.02.2023):
git clone https://github.com/cdgriffith/Box
PyPi (📥 1.5M / month · 📦 320 · ⏱️ 02.04.2022):
Conda (📥 430K · ⏱️ 16.06.2023):
conda install -c conda-forge python-box
immutables (🥉 26 · ⭐ 1K · 💤 ) - A high-performance immutable mapping type for Python. Apache-2
GitHub (👨💻 13 · 🔀 53 · 📦 5.9K · 📋 49 - 32% open · ⏱️ 18.11.2022):
git clone https://github.com/MagicStack/immutables
PyPi (📥 1.2M / month · 📦 110 · ⏱️ 22.05.2022):
Conda (📥 930K · ⏱️ 16.06.2023):
conda install -c conda-forge immutables
janus (🥉 26 · ⭐ 710) - Thread-safe asyncio-aware queue for Python. Apache-2
GitHub (👨💻 23 · 🔀 44 · 📋 38 - 13% open · ⏱️ 26.06.2023):
git clone https://github.com/aio-libs/janus
PyPi (📥 380K / month · 📦 110 · ⏱️ 17.12.2021):
Conda (📥 14K · ⏱️ 16.06.2023):
conda install -c conda-forge janus
Show 2 hidden projects...
addict (🥈 30 · ⭐ 2.4K · 💀 ) - The Python Dict thats better than heroin. MIT
cleverdict (🥉 14 · ⭐ 96 · 💀 ) - A JSON-friendly data structure which allows both object attributes.. MIT
Data Validation
pydantic (🥇 45 · ⭐ 15K) - Data validation using Python type hints. MIT
GitHub (👨💻 380 · 🔀 1.3K · 📦 220K · 📋 2.6K - 10% open · ⏱️ 06.07.2023):
git clone https://github.com/samuelcolvin/pydantic
PyPi (📥 70M / month · 📦 6.9K · ⏱️ 19.05.2022):
Conda (📥 5.3M · ⏱️ 06.07.2023):
conda install -c conda-forge pydantic
jsonschema (🥇 41 · ⭐ 4.2K) - An implementation of the JSON Schema specification for Python. MIT
GitHub (👨💻 110 · 🔀 560 · 📥 19 · 📦 410K · 📋 750 - 3% open · ⏱️ 06.07.2023):
git clone https://github.com/Julian/jsonschema
PyPi (📥 70M / month · 📦 19K · ⏱️ 30.09.2018):
Conda (📥 21M · ⏱️ 16.06.2023):
conda install -c conda-forge jsonschema
voluptuous (🥈 32 · ⭐ 1.8K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
GitHub (👨💻 91 · 🔀 200 · 📦 14K · 📋 240 - 16% open · ⏱️ 04.07.2023):
git clone https://github.com/alecthomas/voluptuous
PyPi (📥 2.2M / month · 📦 1.3K · ⏱️ 07.04.2022):
Conda (📥 300K · ⏱️ 16.06.2023):
conda install -c conda-forge voluptuous
validators (🥈 32 · ⭐ 780) - Python Data Validation for Humans. MIT
GitHub (👨💻 45 · 🔀 130 · 📦 75K · 📋 140 - 10% open · ⏱️ 27.06.2023):
git clone https://github.com/kvesteri/validators
PyPi (📥 5.5M / month · 📦 1.7K · ⏱️ 05.06.2022):
Conda (📥 430K · ⏱️ 16.06.2023):
conda install -c conda-forge validators
param (🥉 31 · ⭐ 330) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
GitHub (👨💻 34 · 🔀 60 · 📦 7.3K · 📋 400 - 39% open · ⏱️ 03.07.2023):
git clone https://github.com/holoviz/param
PyPi (📥 410K / month · 📦 140 · ⏱️ 26.04.2017):
Conda (📥 1.2M · ⏱️ 16.06.2023):
conda install -c conda-forge param
strictyaml (🥉 29 · ⭐ 1.2K) - Type-safe YAML parser and validator. MIT
GitHub (👨💻 20 · 🔀 57 · 📦 1.6K · 📋 160 - 54% open · ⏱️ 25.05.2023):
git clone https://github.com/crdoconnor/strictyaml
PyPi (📥 530K / month · 📦 240 · ⏱️ 08.10.2022):
Conda (📥 200K · ⏱️ 16.06.2023):
conda install -c conda-forge strictyaml
dirty-equals (🥉 22 · ⭐ 680) - Doing dirty (but extremely useful) things with equals. MIT
GitHub (👨💻 11 · 🔀 27 · 📦 160 · 📋 23 - 47% open · ⏱️ 02.05.2023):
git clone https://github.com/samuelcolvin/dirty-equals
PyPi (📥 43K / month · 📦 6 · ⏱️ 30.08.2022):
Conda (📥 33K · ⏱️ 18.06.2023):
conda install -c conda-forge dirty-equals
valideer (🥉 21 · ⭐ 260) - Lightweight data validation and adaptation Python library. MIT
GitHub (👨💻 9 · 🔀 24 · 📦 68 · 📋 18 - 38% open · ⏱️ 05.01.2023):
git clone https://github.com/podio/valideer
PyPi (📥 15K / month · 📦 17 · ⏱️ 20.12.2015):
Conda (📥 21K · ⏱️ 16.06.2023):
conda install -c conda-forge valideer
typical (🥉 21 · ⭐ 180) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
GitHub (👨💻 9 · 🔀 9 · 📦 70 · 📋 100 - 17% open · ⏱️ 26.04.2023):
git clone https://github.com/seandstewart/typical
PyPi (📥 5.6K / month · 📦 4 · ⏱️ 20.07.2019):
Conda (📥 30K · ⏱️ 16.06.2023):
conda install -c conda-forge typical
Show 6 hidden projects...
cerberus (🥈 34 · ⭐ 3K · 💀 ) - Lightweight, extensible data validation library for Python. ISC
schema (🥈 32 · ⭐ 2.8K · 💀 ) - Schema validation just got Pythonic. MIT
schematics (🥉 31 · ⭐ 2.6K · 💀 ) - Python Data Structures for Humans. BSD-3
python-email-validator (🥉 28 · ⭐ 800) - A robust email syntax and deliverability validation.. ❗️CC0-1.0
validr (🥉 18 · ⭐ 210 · 💀 ) - A simple, fast, extensible python library for data validation. MIT
dataklasses (🥉 7 · ⭐ 760 · 💀 ) - A different spin on dataclasses. ❗Unlicensed
Algorithms & Design Patterns
🔗 python-patterns ( ⭐ 38K) - Collection of design patterns/idioms in Python.
transitions (🥇 30 · ⭐ 4.9K) - A lightweight, object-oriented finite state machine implementation.. MIT
GitHub (👨💻 75 · 🔀 510 · 📦 3.1K · 📋 430 - 2% open · ⏱️ 06.01.2023):
git clone https://github.com/pytransitions/transitions
PyPi (📥 420K / month · 📦 260 · ⏱️ 24.02.2022):
Conda (📥 470K · ⏱️ 16.06.2023):
conda install -c conda-forge transitions
algorithms (🥉 29 · ⭐ 23K) - Minimal examples of data structures and algorithms in Python. MIT
GitHub (👨💻 200 · 🔀 4.5K · 📦 90 · 📋 300 - 66% open · ⏱️ 04.04.2023):
git clone https://github.com/keon/algorithms
PyPi (📥 7.5K / month · 📦 16 · ⏱️ 04.10.2020):
Conda (📥 1.6K · ⏱️ 16.06.2023):
conda install -c conda-forge algorithms
Show 1 hidden projects...
PyPattyrn (🥉 20 · ⭐ 2K · 💀 ) - A simple library for implementing common design patterns. MIT
Date & Time Utilities
python-dateutil (🥇 39 · ⭐ 2.1K) - Useful extensions to the standard Python datetime features. Apache-2
GitHub (👨💻 130 · 🔀 430 · 📥 35K · 📦 1.1M · 📋 730 - 45% open · ⏱️ 06.06.2023):
git clone https://github.com/dateutil/dateutil
PyPi (📥 210M / month · 📦 4.1K · ⏱️ 14.07.2021):
pip install python-dateutil
Conda (📥 46M · ⏱️ 16.06.2023):
conda install -c conda-forge python-dateutil
arrow (🥈 37 · ⭐ 8.3K · 💤 ) - Better dates & times for Python. Apache-2
GitHub (👨💻 270 · 🔀 640 · 📦 57K · 📋 490 - 19% open · ⏱️ 15.11.2022):
git clone https://github.com/arrow-py/arrow
PyPi (📥 12M / month · 📦 4.7K · ⏱️ 27.01.2022):
Conda (📥 1.7M · ⏱️ 16.06.2023):
conda install -c conda-forge arrow
dateparser (🥈 36 · ⭐ 2.3K) - python parser for human readable dates. BSD-3
GitHub (👨💻 130 · 🔀 440 · 📦 21K · 📋 660 - 44% open · ⏱️ 16.05.2023):
git clone https://github.com/scrapinghub/dateparser
PyPi (📥 4.1M / month · 📦 1.2K · ⏱️ 17.03.2022):
Conda (📥 150K · ⏱️ 16.06.2023):
conda install -c conda-forge dateparser
pendulum (🥈 34 · ⭐ 5.5K) - Python datetimes made easy. MIT
GitHub (👨💻 89 · 🔀 330 · 📥 140 · 📦 21K · 📋 520 - 47% open · ⏱️ 10.06.2023):
git clone https://github.com/sdispater/pendulum
PyPi (📥 12M / month · 📦 1.2K · ⏱️ 24.07.2020):
Conda (📥 770K · ⏱️ 16.06.2023):
conda install -c conda-forge pendulum
holidays (🥈 34 · ⭐ 990) - Generate and work with holidays in Python. MIT
GitHub (👨💻 210 · 🔀 390 · 📥 180 · 📋 450 - 23% open · ⏱️ 03.07.2023):
git clone https://github.com/dr-prodigy/python-holidays
PyPi (📥 5.1M / month · 📦 430 · ⏱️ 30.01.2023):
Conda (📥 3.3M · ⏱️ 03.07.2023):
conda install -c conda-forge holidays
pytz (🥉 33 · ⭐ 270) - pytz Python historical timezone library and database. MIT
GitHub (👨💻 20 · 🔀 71 · 📦 1.6M · 📋 73 - 39% open · ⏱️ 03.04.2023):
git clone https://github.com/stub42/pytz
PyPi (📥 120M / month · 📦 83K · ⏱️ 14.01.2023):
Conda (📥 42M · ⏱️ 16.06.2023):
conda install -c conda-forge pytz
tzlocal (🥉 31 · ⭐ 170) - A Python module that tries to figure out what your local timezone is. MIT
GitHub (👨💻 29 · 🔀 56 · 📋 80 - 3% open · ⏱️ 31.05.2023):
git clone https://github.com/regebro/tzlocal
PyPi (📥 29M / month · 📦 3.7K · ⏱️ 02.04.2022):
Conda (📥 2.2M · ⏱️ 16.06.2023):
conda install -c conda-forge tzlocal
Show 2 hidden projects...
File & Path Utilities
filesystem_spec (🥇 38 · ⭐ 610) - A specification that python filesystems should adhere to. BSD-3
GitHub (👨💻 190 · 🔀 260 · 📦 53K · 📋 560 - 34% open · ⏱️ 20.06.2023):
git clone https://github.com/fsspec/filesystem_spec
PyPi (📥 110M / month · 📦 560 · ⏱️ 19.05.2022):
Conda (📥 13M · ⏱️ 09.06.2023):
conda install -c conda-forge fsspec
watchdog (🥈 37 · ⭐ 5.9K) - Python library and shell utilities to monitor filesystem events. Apache-2
GitHub (👨💻 140 · 🔀 680 · 📦 99K · 📋 620 - 26% open · ⏱️ 14.05.2023):
git clone https://github.com/gorakhargosh/watchdog
PyPi (📥 13M / month · 📦 8K · ⏱️ 10.06.2022):
Conda (📥 2.2M · ⏱️ 16.06.2023):
conda install -c conda-forge watchdog
aiofiles (🥈 35 · ⭐ 2.3K) - File support for asyncio. Apache-2
GitHub (👨💻 31 · 🔀 140 · 📦 98K · 📋 110 - 45% open · ⏱️ 04.07.2023):
git clone https://github.com/Tinche/aiofiles
PyPi (📥 7.9M / month · 📦 1.9K · ⏱️ 09.02.2023):
Conda (📥 720K · ⏱️ 16.06.2023):
conda install -c conda-forge aiofiles
filelock (🥈 34 · ⭐ 560) - A platform-independent file lock for Python. Unlicense
GitHub (👨💻 36 · 🔀 85 · 📦 280K · 📋 95 - 13% open · ⏱️ 27.06.2023):
git clone https://github.com/tox-dev/py-filelock
PyPi (📥 59M / month · 📦 2.6K · ⏱️ 31.05.2022):
Conda (📥 14M · ⏱️ 12.06.2023):
conda install -c conda-forge filelock
appdirs (🥉 32 · ⭐ 980) - A small Python module for determining appropriate platform-specific dirs,.. MIT
GitHub (👨💻 34 · 🔀 94 · 📦 250K · 📋 110 - 45% open · ⏱️ 10.02.2023):
git clone https://github.com/ActiveState/appdirs
PyPi (📥 14M / month · 📦 15K · ⏱️ 11.05.2020):
Conda (📥 9.1M · ⏱️ 16.06.2023):
conda install -c conda-forge appdirs
pyfilesystem2 (🥉 30 · ⭐ 1.9K · 💤 ) - Pythons Filesystem abstraction layer. MIT
GitHub (👨💻 47 · 🔀 170 · 📋 370 - 27% open · ⏱️ 18.10.2022):
git clone https://github.com/pyfilesystem/pyfilesystem2
PyPi (📥 1.8M / month · 📦 590 · ⏱️ 02.05.2022):
Conda (📥 630K · ⏱️ 16.06.2023):
conda install -c conda-forge fs
path (🥉 28 · ⭐ 1.1K) - Object-oriented file system path manipulation. MIT
GitHub (👨💻 49 · 🔀 140 · 📋 130 - 2% open · ⏱️ 05.07.2023):
git clone https://github.com/jaraco/path
PyPi (📥 1M / month · 📦 130 · ⏱️ 07.01.2022):
Conda (📥 420K · ⏱️ 16.06.2023):
conda install -c conda-forge path
Show 3 hidden projects...
zipp (🥉 31 · ⭐ 38) - Backport of pathlib-compatible object wrapper for zip files. MIT
scandir (🥉 30 · ⭐ 510 · 💀 ) - Better directory iterator and faster os.walk(), now in the Python.. BSD-3
Unipath (🥉 22 · ⭐ 510 · 💀 ) - An object-oriented approach to Python file/directory operations. MIT
Compatiblity
six (🥇 38 · ⭐ 950 · 💤 ) - Python 2 and 3 compatibility library. MIT
GitHub (👨💻 65 · 🔀 260 · 📦 1.7M · 📋 290 - 37% open · ⏱️ 26.07.2022):
git clone https://github.com/benjaminp/six
PyPi (📥 190M / month · 📦 140K · ⏱️ 05.05.2021):
Conda (📥 44M · ⏱️ 16.06.2023):
conda install -c conda-forge six
future (🥈 37 · ⭐ 1.2K) - Easy, clean, reliable Python 2/3 compatibility. MIT
GitHub (👨💻 110 · 🔀 280 · 📦 280K · 📋 400 - 50% open · ⏱️ 29.01.2023):
git clone https://github.com/PythonCharmers/python-future
PyPi (📥 35M / month · 📦 17K · ⏱️ 13.01.2023):
Conda (📥 12M · ⏱️ 16.06.2023):
conda install -c conda-forge future
typing (🥈 33 · ⭐ 1.4K) - Python static typing home. Hosts the documentation and a user help.. Python-2.0
GitHub (👨💻 91 · 🔀 220 · 📋 720 - 16% open · ⏱️ 30.06.2023):
git clone https://github.com/python/typing
PyPi (📥 8.1M / month · 📦 5.9K · ⏱️ 01.05.2021):
Conda (📥 2.7M · ⏱️ 16.06.2023):
conda install -c conda-forge typing
futures (🥉 28 · ⭐ 230 · 💤 ) - Backport of the concurrent.futures package to Python 2.6 and 2.7. Python-2.0
GitHub (👨💻 19 · 🔀 51 · 📦 38K · 📋 74 - 9% open · ⏱️ 31.10.2022):
git clone https://github.com/agronholm/pythonfutures
PyPi (📥 9.8M / month · 📦 8K · ⏱️ 31.10.2022):
Conda (📥 1.2M · ⏱️ 16.06.2023):
conda install -c conda-forge futures
Show 3 hidden projects...
dataclasses (🥉 28 · ⭐ 560 · 💀 ) - A backport of the dataclasses module for Python 3.6. Apache-2
pathlib2 (🥉 27 · ⭐ 73) - Backport of pathlib aiming to support the full stdlib Python API. MIT
contextlib2 (🥉 26 · ⭐ 36 · 💀 ) - contextlib2 is a backport of the standard librarys contextlib.. ❗️psfrag
Cryptography
cryptography (🥇 46 · ⭐ 5.7K) - cryptography is a package designed to expose cryptographic.. Apache-2
GitHub (👨💻 290 · 🔀 1.4K · 📦 490K · 📋 2.3K - 1% open · ⏱️ 06.07.2023):
git clone https://github.com/pyca/cryptography
PyPi (📥 160M / month · 📦 21K · ⏱️ 05.07.2022):
Conda (📥 40M · ⏱️ 01.06.2023):
conda install -c conda-forge cryptography
pycryptodomex (🥈 39 · ⭐ 2.4K) - A self-contained cryptographic library for Python. BSD-3
GitHub (👨💻 140 · 🔀 440 · 📦 72K · 📋 550 - 10% open · ⏱️ 02.07.2023):
git clone https://github.com/Legrandin/pycryptodome
PyPi (📥 29M / month · 📦 1.6K · ⏱️ 28.01.2023):
pip install pycryptodomex
Conda (📥 1.3M · ⏱️ 16.06.2023):
conda install -c conda-forge pycryptodomex
tink (🥈 36 · ⭐ 13K) - Tink is a multi-language, cross-platform, open source library that.. Apache-2
GitHub (👨💻 110 · 🔀 1.2K · 📥 1.1K · 📦 48 · 📋 480 - 10% open · ⏱️ 28.06.2023):
git clone https://github.com/google/tink
PyPi (📥 170K / month · 📦 3 · ⏱️ 10.08.2021):
npm (📥 320 / month · 📦 1 · ⏱️ 02.05.2023):
keyring (🥉 35 · ⭐ 1.1K) - Store and access your passwords safely. MIT
GitHub (👨💻 110 · 🔀 140 · 📋 480 - 10% open · ⏱️ 05.07.2023):
git clone https://github.com/jaraco/keyring
PyPi (📥 24M / month · 📦 4K · ⏱️ 08.06.2022):
Conda (📥 3.4M · ⏱️ 25.06.2023):
conda install -c conda-forge keyring
bcrypt (🥉 33 · ⭐ 1K) - Modern(-ish) password hashing for your software and your servers. Apache-2
GitHub (👨💻 32 · 🔀 140 · 📋 110 - 4% open · ⏱️ 06.07.2023):
git clone https://github.com/pyca/bcrypt
PyPi (📥 38M / month · 📦 8K · ⏱️ 01.05.2022):
Conda (📥 3.6M · ⏱️ 16.06.2023):
conda install -c conda-forge bcrypt
rsa (🥉 33 · ⭐ 440) - Python-RSA is a pure-Python RSA implementation. Apache-2
GitHub (👨💻 41 · 🔀 100 · 📦 300K · 📋 120 - 19% open · ⏱️ 25.04.2023):
git clone https://github.com/sybrenstuvel/python-rsa
PyPi (📥 110M / month · 📦 7K · ⏱️ 20.07.2022):
Conda (📥 12M · ⏱️ 16.06.2023):
conda install -c conda-forge rsa
asn1crypto (🥉 33 · ⭐ 290 · 💤 ) - Python ASN.1 library with a focus on performance and a pythonic API. MIT
GitHub (👨💻 38 · 🔀 130 · 📦 100K · 📋 180 - 27% open · ⏱️ 18.10.2022):
git clone https://github.com/wbond/asn1crypto
PyPi (📥 50M / month · 📦 7.1K · ⏱️ 15.03.2022):
Conda (📥 8.1M · ⏱️ 16.06.2023):
conda install -c conda-forge asn1crypto
Infrastructure & DevOps
ansible (🥇 48 · ⭐ 58K) - Ansible is a radically simple IT automation platform that makes your.. ❗️GPL-3.0
GitHub (👨💻 6.7K · 🔀 23K · 📦 29K · 📋 32K - 2% open · ⏱️ 06.07.2023):
git clone https://github.com/ansible/ansible
PyPi (📥 3.9M / month · 📦 4.1K · ⏱️ 31.01.2023):
Conda (📥 920K · ⏱️ 25.06.2023):
conda install -c conda-forge ansible
awscli (🥇 45 · ⭐ 14K) - Universal Command Line Interface for Amazon Web Services. Apache-2
GitHub (👨💻 420 · 🔀 3.7K · 📥 1.4K · 📦 3 · 📋 4.4K - 11% open · ⏱️ 06.07.2023):
git clone https://github.com/aws/aws-cli
PyPi (📥 380M / month · 📦 3K · ⏱️ 06.07.2022):
Conda (📥 20M · ⏱️ 04.07.2023):
conda install -c conda-forge awscli
botocore (🥈 44 · ⭐ 1.3K) - The low-level, core functionality of boto3 and the AWS CLI. Apache-2
GitHub (👨💻 190 · 🔀 1K · 📦 240K · 📋 1K - 13% open · ⏱️ 05.07.2023):
git clone https://github.com/boto/botocore
PyPi (📥 320M / month · 📦 8.4K · ⏱️ 06.07.2022):
Conda (📥 22M · ⏱️ 05.07.2023):
conda install -c conda-forge botocore
paramiko (🥈 43 · ⭐ 8.4K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
GitHub (👨💻 180 · 🔀 1.9K · 📦 80K · 📋 1.7K - 56% open · ⏱️ 09.06.2023):
git clone https://github.com/paramiko/paramiko
PyPi (📥 39M / month · 📦 13K · ⏱️ 17.05.2022):
Conda (📥 3.4M · ⏱️ 16.06.2023):
conda install -c conda-forge paramiko
docker-compose (🥈 42 · ⭐ 30K) - Define and run multi-container applications with Docker. Apache-2
GitHub (👨💻 470 · 🔀 4.9K · 📥 120M · 📦 13K · 📋 6.9K - 2% open · ⏱️ 06.07.2023):
git clone https://github.com/docker/compose
PyPi (📥 1.8M / month · 📦 1.2K · ⏱️ 10.05.2021):
pip install docker-compose
Conda (📥 340K · ⏱️ 16.06.2023):
conda install -c conda-forge docker-compose
docker (🥈 42 · ⭐ 6.3K) - A Python library for the Docker Engine API. Apache-2
GitHub (👨💻 440 · 🔀 1.6K · 📥 610 · 📦 64K · 📋 1.6K - 26% open · ⏱️ 06.06.2023):
git clone https://github.com/docker/docker-py
PyPi (📥 32M / month · 📦 3.7K · ⏱️ 07.10.2021):
Conda (📥 3.5M · ⏱️ 16.06.2023):
conda install -c conda-forge docker-py
pulumi (🥈 41 · ⭐ 16K) - Pulumi - Infrastructure as Code in any programming language. Build.. Apache-2
GitHub (👨💻 230 · 🔀 920 · 📥 260K · 📦 2.7K · 📋 6.2K - 29% open · ⏱️ 03.07.2023):
git clone https://github.com/pulumi/pulumi
PyPi (📥 850K / month · 📦 130 · ⏱️ 25.01.2023):
npm (📥 1.1M / month · 📦 600 · ⏱️ 30.06.2023):
npm install @pulumi/pulumi
netmiko (🥈 39 · ⭐ 3.1K) - Multi-vendor library to simplify Paramiko SSH connections to network.. MIT
kubernetes (🥉 38 · ⭐ 5.8K) - Official Python client library for kubernetes. Apache-2
GitHub (👨💻 180 · 🔀 3.1K · 📋 1.3K - 7% open · ⏱️ 26.06.2023):
git clone https://github.com/kubernetes-client/python
PyPi (📥 14M / month · 📦 1.3K · ⏱️ 22.06.2022):
Conda (📥 430K · ⏱️ 19.06.2023):
conda install -c conda-forge kubernetes
fabric (🥉 37 · ⭐ 14K) - Simple, Pythonic remote execution and deployment. BSD-2
GitHub (👨💻 140 · 🔀 1.9K · 📋 1.8K - 26% open · ⏱️ 25.05.2023):
git clone https://github.com/fabric/fabric
PyPi (📥 3.8M / month · 📦 79 · ⏱️ 07.04.2022):
Conda (📥 67K · ⏱️ 16.06.2023):
conda install -c conda-forge fabric
schedule (🥉 36 · ⭐ 11K) - Python job scheduling for humans. MIT
GitHub (👨💻 58 · 🔀 910 · 📦 27K · 📋 430 - 34% open · ⏱️ 11.04.2023):
git clone https://github.com/dbader/schedule
PyPi (📥 2.2M / month · 📦 1.4K · ⏱️ 10.04.2021):
Conda (📥 36K · ⏱️ 16.06.2023):
conda install -c conda-forge schedule
plumbum (🥉 34 · ⭐ 2.6K) - Plumbum: Shell Combinators. MIT
GitHub (👨💻 110 · 🔀 180 · 📦 4.3K · 📋 350 - 36% open · ⏱️ 04.07.2023):
git clone https://github.com/tomerfiliba/plumbum
PyPi (📥 1.1M / month · 📦 460 · ⏱️ 23.12.2021):
Conda (📥 970K · ⏱️ 16.06.2023):
conda install -c conda-forge plumbum
sshtunnel (🥉 34 · ⭐ 1.1K) - SSH tunnels to remote server. MIT
GitHub (👨💻 26 · 🔀 180 · 📦 5.6K · 📋 200 - 28% open · ⏱️ 14.05.2023):
git clone https://github.com/pahaz/sshtunnel
PyPi (📥 5M / month · 📦 300 · ⏱️ 25.09.2020):
Conda (📥 120K · ⏱️ 16.06.2023):
conda install -c conda-forge sshtunnel
pyinfra (🥉 29 · ⭐ 2.3K) - pyinfra automates infrastructure super fast at massive scale. It can be.. MIT
pypyr (🥉 22 · ⭐ 530) - pypyr task-runner cli & api for automation pipelines. Automate anything.. Apache-2
GitHub (👨💻 9 · 🔀 25 · 📦 99 · 📋 140 - 11% open · ⏱️ 13.03.2023):
git clone https://github.com/pypyr/pypyr
PyPi (📥 2.1K / month · 📦 9 · ⏱️ 26.05.2022):
Conda (📥 10K · ⏱️ 18.06.2023):
conda install -c conda-forge pypyr
Show 4 hidden projects...
fabtools (🥉 25 · ⭐ 1.3K · 💀 ) - Tools for writing awesome Fabric files. BSD-2
parallel-ssh (🥉 25 · ⭐ 1.1K · 💤 ) - Asynchronous parallel SSH client library. ❗️LGPL-2.1
storm (🥉 24 · ⭐ 3.9K · 💀 ) - Manage your SSH like a boss. MIT
wssh (🥉 17 · ⭐ 1.3K · 💀 ) - SSH to WebSockets Bridge. MIT
Process Utilities
pexpect (🥇 37 · ⭐ 2.4K) - A Python module for controlling interactive programs in a pseudo-terminal. ISC
GitHub (👨💻 100 · 🔀 460 · 📥 4.3K · 📦 290K · 📋 470 - 38% open · ⏱️ 02.04.2023):
git clone https://github.com/pexpect/pexpect
PyPi (📥 32M / month · 📦 16K · ⏱️ 21.01.2020):
Conda (📥 15M · ⏱️ 16.06.2023):
conda install -c conda-forge pexpect
supervisor (🥈 35 · ⭐ 7.8K) - Supervisor process control system for Unix.. ❗️Repoze Public License
GitHub (👨💻 180 · 🔀 1.2K · 📦 9.4K · 📋 1.1K - 12% open · ⏱️ 14.06.2023):
git clone https://github.com/Supervisor/supervisor
PyPi (📥 1.2M / month · 📦 2K · ⏱️ 30.12.2021):
Conda (📥 260K · ⏱️ 16.06.2023):
conda install -c conda-forge supervisor
sh (🥈 35 · ⭐ 6.6K) - Python process launching. MIT
GitHub (👨💻 94 · 🔀 490 · 📦 13K · 📋 450 - 2% open · ⏱️ 23.06.2023):
git clone https://github.com/amoffat/sh
PyPi (📥 4.3M / month · 📦 2.6K · ⏱️ 18.07.2022):
Conda (📥 180K · ⏱️ 16.06.2023):
conda install -c conda-forge sh
Show 1 hidden projects...
ptyprocess (🥉 27 · ⭐ 190 · 💀 ) - Run a subprocess in a pseudo terminal. ISC
Asynchronous Programming
anyio (🥇 38 · ⭐ 1.3K) - High level asynchronous concurrency and networking framework that works on.. MIT
GitHub (👨💻 41 · 🔀 100 · 📦 140K · 📋 310 - 18% open · ⏱️ 06.07.2023):
git clone https://github.com/agronholm/anyio
PyPi (📥 29M / month · 📦 450 · ⏱️ 13.05.2022):
Conda (📥 7.9M · ⏱️ 16.06.2023):
conda install -c conda-forge anyio
uvloop (🥈 37 · ⭐ 9.4K) - Ultra fast asyncio event loop. Apache-2
GitHub (👨💻 56 · 🔀 550 · 📥 420 · 📦 84K · 📋 330 - 24% open · ⏱️ 15.01.2023):
git clone https://github.com/MagicStack/uvloop
PyPi (📥 6.5M / month · 📦 1.8K · ⏱️ 10.08.2021):
Conda (📥 610K · ⏱️ 16.06.2023):
conda install -c conda-forge uvloop
greenlet (🥈 37 · ⭐ 1.5K) - Lightweight in-process concurrent programming. MIT
GitHub (👨💻 67 · 🔀 230 · 📦 260K · 📋 210 - 8% open · ⏱️ 21.06.2023):
git clone https://github.com/python-greenlet/greenlet
PyPi (📥 60M / month · 📦 10K · ⏱️ 28.01.2023):
Conda (📥 7.2M · ⏱️ 16.06.2023):
conda install -c conda-forge greenlet
aiomisc (🥉 24 · ⭐ 320) - aiomisc - miscellaneous utils for asyncio. MIT
asyncer (🥉 22 · ⭐ 1.1K) - Asyncer, async and await, focused on developer experience. MIT
GitHub (👨💻 9 · 🔀 38 · 📦 620 · 📋 10 - 60% open · ⏱️ 21.02.2023):
git clone https://github.com/tiangolo/asyncer
PyPi (📥 68K / month · 📦 17 · ⏱️ 04.11.2022):
Conda (📥 4.2K · ⏱️ 18.06.2023):
conda install -c conda-forge asyncer
Show 2 hidden projects...
unsync (🥉 22 · ⭐ 840 · 💀 ) - Unsynchronize asyncio. MIT
stopit (🥉 21 · ⭐ 100 · 💀 ) - Raise asynchronous exceptions in other thread, control the timeout of.. MIT
Configuration
python-dotenv (🥇 37 · ⭐ 6.2K) - Reads key-value pairs from a .env file and can set them as.. BSD-3
GitHub (👨💻 92 · 🔀 370 · 📦 500K · 📋 260 - 13% open · ⏱️ 24.06.2023):
git clone https://github.com/theskumar/python-dotenv
PyPi (📥 30M / month · 📦 8.2K · ⏱️ 24.03.2022):
pip install python-dotenv
Conda (📥 2.5M · ⏱️ 16.06.2023):
conda install -c conda-forge python-dotenv
traitlets (🥇 37 · ⭐ 560) - A lightweight Traits like module. BSD-3
GitHub (👨💻 110 · 🔀 200 · 📥 150 · 📦 330K · 📋 280 - 32% open · ⏱️ 22.06.2023):
git clone https://github.com/ipython/traitlets
PyPi (📥 24M / month · 📦 15K · ⏱️ 01.07.2016):
Conda (📥 21M · ⏱️ 16.06.2023):
conda install -c conda-forge traitlets
Dynaconf (🥈 34 · ⭐ 3.1K) - Configuration Management for Python. MIT
GitHub (👨💻 110 · 🔀 280 · 📦 6.8K · 📋 440 - 23% open · ⏱️ 04.07.2023):
git clone https://github.com/rochacbruno/dynaconf
PyPi (📥 1.7M / month · 📦 250 · ⏱️ 06.06.2022):
Conda (📥 53K · ⏱️ 16.06.2023):
conda install -c conda-forge dynaconf
python-decouple (🥈 32 · ⭐ 2.5K) - Strict separation of config from code. MIT
GitHub (👨💻 35 · 🔀 180 · 📥 11 · 📦 100K · 📋 86 - 5% open · ⏱️ 17.04.2023):
git clone https://github.com/henriquebastos/python-decouple
PyPi (📥 1.3M / month · 📦 3.3K · ⏱️ 09.01.2023):
pip install python-decouple
Conda (📥 65K · ⏱️ 16.06.2023):
conda install -c conda-forge python-decouple
omegaconf (🥈 32 · ⭐ 1.5K) - Flexible Python configuration system. The last one you will ever need. BSD-3
GitHub (👨💻 31 · 🔀 83 · 📦 15K · 📋 510 - 15% open · ⏱️ 02.07.2023):
git clone https://github.com/omry/omegaconf
PyPi (📥 4.1M / month · 📦 300 · ⏱️ 27.05.2022):
Conda (📥 1M · ⏱️ 16.06.2023):
conda install -c conda-forge omegaconf
hydra (🥉 28 · ⭐ 7.3K) - Hydra is a framework for elegantly configuring complex applications. MIT
GitHub (👨💻 110 · 🔀 590 · 📋 1.3K - 16% open · ⏱️ 02.07.2023):
git clone https://github.com/facebookresearch/hydra
PyPi (📥 8.1K / month · 📦 8 · ⏱️ 03.08.2016):
Conda (📥 690K · ⏱️ 16.06.2023):
conda install -c conda-forge hydra-core
gin-config (🥉 28 · ⭐ 1.8K) - Gin provides a lightweight configuration framework for Python. Apache-2
GitHub (👨💻 24 · 🔀 120 · 📦 6.4K · 📋 91 - 53% open · ⏱️ 17.04.2023):
git clone https://github.com/google/gin-config
PyPi (📥 360K / month · 📦 85 · ⏱️ 03.11.2021):
Conda (📥 18K · ⏱️ 16.06.2023):
conda install -c conda-forge gin-config
configobj (🥉 28 · ⭐ 290) - Python 3+ compatible port of the configobj library. BSD-3
GitHub (👨💻 9 · 🔀 70 · 📥 130 · 📦 27K · 📋 160 - 41% open · ⏱️ 18.01.2023):
git clone https://github.com/DiffSK/configobj
PyPi (📥 2.5M / month · 📦 3.4K · ⏱️ 18.01.2023):
Conda (📥 670K · ⏱️ 16.06.2023):
conda install -c conda-forge configobj
everett (🥉 24 · ⭐ 140) - configuration library for python projects. MPL-2.0
GitHub (👨💻 6 · 🔀 29 · 📦 780 · 📋 79 - 2% open · ⏱️ 24.04.2023):
git clone https://github.com/willkg/everett
PyPi (📥 97K / month · 📦 45 · ⏱️ 13.01.2022):
Conda (📥 40K · ⏱️ 16.06.2023):
conda install -c conda-forge everett
CLI Development
click (🥇 45 · ⭐ 14K) - Python composable command line interface toolkit. BSD-3
GitHub (👨💻 350 · 🔀 1.3K · 📦 1.3M · 📋 1.5K - 8% open · ⏱️ 01.07.2023):
git clone https://github.com/pallets/click
PyPi (📥 120M / month · 📦 73K · ⏱️ 28.04.2022):
Conda (📥 28M · ⏱️ 16.06.2023):
conda install -c conda-forge click
rich (🥇 43 · ⭐ 44K) - Rich is a Python library for rich text and beautiful formatting in the terminal. MIT
GitHub (👨💻 220 · 🔀 1.6K · 📦 100K · 📋 1.2K - 14% open · ⏱️ 03.07.2023):
git clone https://github.com/Textualize/rich
PyPi (📥 25M / month · 📦 4.3K · ⏱️ 24.05.2022):
Conda (📥 4.3M · ⏱️ 12.06.2023):
conda install -c conda-forge rich
python-prompt-toolkit (🥈 38 · ⭐ 8.4K) - Library for building powerful interactive command.. BSD-3
GitHub (👨💻 220 · 🔀 690 · 📋 1.1K - 50% open · ⏱️ 04.07.2023):
git clone https://github.com/prompt-toolkit/python-prompt-toolkit
PyPi (📥 25M / month · 📦 1.4K · ⏱️ 06.12.2022):
pip install prompt_toolkit
Conda (📥 17M · ⏱️ 05.07.2023):
conda install -c conda-forge prompt-toolkit
python-fire (🥈 37 · ⭐ 25K) - Python Fire is a library for automatically generating command.. Apache-2
GitHub (👨💻 59 · 🔀 1.4K · 📦 22K · 📋 300 - 43% open · ⏱️ 13.02.2023):
git clone https://github.com/google/python-fire
PyPi (📥 6.8M / month · 📦 1.7K · ⏱️ 12.12.2022):
Conda (📥 640K · ⏱️ 16.06.2023):
conda install -c conda-forge fire
colorama (🥈 36 · ⭐ 3.2K · 💤 ) - Simple cross-platform colored terminal text in Python. BSD-3
GitHub (👨💻 51 · 🔀 230 · 📦 690K · 📋 250 - 44% open · ⏱️ 04.11.2022):
git clone https://github.com/tartley/colorama
PyPi (📥 110M / month · 📦 21K · ⏱️ 25.10.2022):
Conda (📥 23M · ⏱️ 16.06.2023):
conda install -c conda-forge colorama
Typer (🥈 35 · ⭐ 12K) - Typer, build great CLIs. Easy to code. Based on Python type hints. MIT
GitHub (👨💻 36 · 🔀 460 · 📋 370 - 55% open · ⏱️ 02.05.2023):
git clone https://github.com/tiangolo/typer
PyPi (📥 12M / month · 📦 2.3K · ⏱️ 06.07.2022):
Conda (📥 1.5M · ⏱️ 16.06.2023):
conda install -c conda-forge typer
argcomplete (🥈 35 · ⭐ 1.2K) - Python and tab completion, better together. Apache-2
GitHub (👨💻 65 · 🔀 120 · 📥 290 · 📦 44K · 📋 240 - 20% open · ⏱️ 01.07.2023):
git clone https://github.com/kislyuk/argcomplete
PyPi (📥 19M / month · 📦 2.1K · ⏱️ 13.02.2018):
Conda (📥 1.2M · ⏱️ 12.06.2023):
conda install -c conda-forge argcomplete
wcwidth (🥉 32 · ⭐ 330) - Python library that measures the width of unicode strings rendered to a.. MIT
GitHub (👨💻 14 · 🔀 49 · 📦 420K · 📋 38 - 42% open · ⏱️ 15.01.2023):
git clone https://github.com/jquast/wcwidth
PyPi (📥 35M / month · 📦 13K · ⏱️ 15.01.2023):
Conda (📥 19M · ⏱️ 16.06.2023):
conda install -c conda-forge wcwidth
cleo (🥉 31 · ⭐ 1.1K) - Cleo allows you to create beautiful and testable command-line interfaces. MIT
GitHub (👨💻 32 · 🔀 81 · 📦 15K · 📋 96 - 31% open · ⏱️ 17.06.2023):
git clone https://github.com/sdispater/cleo
PyPi (📥 12M / month · 📦 240 · ⏱️ 22.11.2022):
Conda (📥 490K · ⏱️ 16.06.2023):
conda install -c conda-forge cleo
questionary (🥉 30 · ⭐ 1.1K) - Python library to build pretty command line user prompts Easy to use.. MIT
GitHub (👨💻 36 · 🔀 68 · 📦 9.2K · 📋 120 - 28% open · ⏱️ 30.06.2023):
git clone https://github.com/tmbo/questionary
PyPi (📥 980K / month · 📦 320 · ⏱️ 15.07.2021):
Conda (📥 41K · ⏱️ 16.06.2023):
conda install -c conda-forge questionary
ConfigArgParse (🥉 30 · ⭐ 650) - A drop-in replacement for argparse that allows options to also be.. MIT
GitHub (👨💻 52 · 🔀 110 · 📦 12K · 📋 190 - 35% open · ⏱️ 28.06.2023):
git clone https://github.com/bw2/ConfigArgParse
PyPi (📥 2.5M / month · 📦 1.5K · ⏱️ 03.10.2021):
pip install configargparse
Conda (📥 630K · ⏱️ 27.06.2023):
conda install -c conda-forge configargparse
asciimatics (🥉 29 · ⭐ 3.4K) - A cross platform package to do curses-like operations, plus.. Apache-2
GitHub (👨💻 42 · 🔀 240 · 📦 870 · 📋 290 - 8% open · ⏱️ 16.04.2023):
git clone https://github.com/peterbrittain/asciimatics
PyPi (📥 72K / month · 📦 120 · ⏱️ 26.09.2016):
Conda (📥 140K · ⏱️ 16.06.2023):
conda install -c conda-forge asciimatics
docopt-ng (🥉 22 · ⭐ 120) - Humane command line arguments parser. Now with maintenance, typehints,.. MIT
colout (🥉 19 · ⭐ 1.1K) - Color text streams with a polished command line interface. ❗️GPL-3.0
Show 5 hidden projects...
docopt (🥈 36 · ⭐ 7.8K · 💀 ) - Pythonic command line arguments parser, that will make you smile. MIT
blessings (🥉 29 · ⭐ 1.4K · 💀 ) - A thin, practical wrapper around terminal capabilities in Python. MIT
clint (🥉 25 · ⭐ 88 · 💀 ) - Python Command-line Application Tools. ISC
Click Extra (🥉 23 · ⭐ 38) - Extra colorization and configuration loading for Click. ❗️GPL-2.0
bashplotlib (🥉 22 · ⭐ 1.7K · 💀 ) - plotting in the terminal. MIT
Development Tools
🔗 best-of-python-dev ( ⭐ 750) - A ranked list of awesome python developer tools and libraries. Updated..
Data Caching
cachetools (🥇 32 · ⭐ 1.7K) - Extensible memoizing collections and decorators. MIT
GitHub (👨💻 10 · 🔀 140 · 📋 230 - 2% open · ⏱️ 27.05.2023):
git clone https://github.com/tkem/cachetools
PyPi (📥 76M / month · 📦 3.3K · ⏱️ 22.01.2023):
Conda (📥 9.1M · ⏱️ 01.07.2023):
conda install -c conda-forge cachetools
aiocache (🥈 30 · ⭐ 870) - Asyncio cache manager for redis, memcached and memory. BSD-3
beaker (🥉 28 · ⭐ 510) - WSGI middleware for sessions and caching. BSD-3
GitHub (👨💻 89 · 🔀 140 · 📦 4.7K · 📋 120 - 52% open · ⏱️ 03.05.2023):
git clone https://github.com/bbangert/beaker
PyPi (📥 300K / month · 📦 1.4K · ⏱️ 07.12.2022):
Conda (📥 70K · ⏱️ 16.06.2023):
conda install -c conda-forge beaker
pylibmc (🥉 28 · ⭐ 470 · 💤 ) - A Python wrapper around the libmemcached interface from TangentOrg. BSD-3
GitHub (👨💻 52 · 🔀 130 · 📥 230 · 📦 4.6K · 📋 190 - 11% open · ⏱️ 26.08.2022):
git clone https://github.com/lericson/pylibmc
PyPi (📥 190K / month · 📦 2.4K · ⏱️ 30.08.2022):
Conda (📥 210K · ⏱️ 16.06.2023):
conda install -c conda-forge pylibmc
cachier (🥉 24 · ⭐ 450) - Persistent, stale-free, local and cross-machine caching for Python.. MIT
Show 1 hidden projects...
GUI Development
🔗 best-of-web-python - Web UI ( ⭐ 1.9K) - Collection of libraries to implement web-based UIs.
kivy (🥇 40 · ⭐ 16K) - Open source UI framework written in Python, running on Windows, Linux, macOS,.. MIT
GitHub (👨💻 590 · 🔀 3K · 📥 32K · 📦 10K · 📋 4.9K - 20% open · ⏱️ 03.07.2023):
git clone https://github.com/kivy/kivy
PyPi (📥 82K / month · 📦 600 · ⏱️ 06.03.2022):
Conda (📥 310K · ⏱️ 18.06.2023):
conda install -c conda-forge kivy
PySimpleGUI (🥈 37 · ⭐ 12K) - PySimpleGUI is a Python package that enables Python.. ❗️LGPL-3.0
GitHub (👨💻 18 · 🔀 1.7K · 📦 8.9K · 📋 3.4K - 21% open · ⏱️ 04.07.2023):
git clone https://github.com/PySimpleGUI/PySimpleGUI
PyPi (📥 300K / month · 📦 300 · ⏱️ 10.10.2022):
Conda (📥 110K · ⏱️ 16.06.2023):
conda install -c conda-forge pysimplegui
DearPyGui (🥈 33 · ⭐ 11K) - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for.. MIT
Eel (🥈 32 · ⭐ 5.7K) - A little Python library for making simple Electron-like HTML/JS GUI apps. MIT
toga (🥉 31 · ⭐ 3.5K) - A Python native, OS native GUI toolkit. BSD-3
GitHub (👨💻 240 · 🔀 600 · 📥 1.6K · 📋 700 - 18% open · ⏱️ 04.07.2023):
git clone https://github.com/beeware/toga
PyPi (📥 2K / month · 📦 34 · ⏱️ 01.08.2014):
npm (📥 11 / month · 📦 2 · ⏱️ 23.04.2017):
flexx (🥉 27 · ⭐ 3.1K · 💤 ) - Write desktop and web apps in pure Python. BSD-2
GitHub (👨💻 37 · 🔀 260 · 📦 130 · 📋 450 - 19% open · ⏱️ 22.07.2022):
git clone https://github.com/flexxui/flexx
PyPi (📥 490 / month · 📦 21 · ⏱️ 12.04.2022):
Conda (📥 100K · ⏱️ 16.06.2023):
conda install -c conda-forge flexx
Show 3 hidden projects...
Gooey (🥉 29 · ⭐ 18K · 💀 ) - Turn (almost) any Python command line program into a full GUI.. MIT
Phoenix (🥉 28 · ⭐ 2K) - wxPythons Project Phoenix. A new implementation of wxPython,.. ❗️wxWindows
enaml (🥉 26 · ⭐ 1.5K) - Declarative User Interfaces for Python. ❗Unlicensed
Computer & Machine Vision
🔗 best-of-ml-python - Computer Vision ( ⭐ 14K) - Collection of computer vision and image processing..
Machine Learning & Data Engineering
🔗 best-of-ml-python ( ⭐ 14K) - A ranked list of awesome machine learning Python libraries. Updated..
Text Data
🔗 best-of-ml-python - NLP ( ⭐ 14K) - Collection of text processing and NLP libraries.
phonenumbers (🥇 35 · ⭐ 3.3K) - Python port of Googles libphonenumber. Apache-2
GitHub (👨💻 27 · 🔀 410 · 📋 170 - 2% open · ⏱️ 23.06.2023):
git clone https://github.com/daviddrysdale/python-phonenumbers
PyPi (📥 4.4M / month · 📦 1.4K · ⏱️ 29.01.2023):
Conda (📥 770K · ⏱️ 24.06.2023):
conda install -c conda-forge phonenumbers
emoji (🥇 34 · ⭐ 1.7K) - emoji terminal output for Python. BSD-3
GitHub (👨💻 62 · 🔀 260 · 📦 58K · 📋 160 - 7% open · ⏱️ 05.07.2023):
git clone https://github.com/carpedm20/emoji
PyPi (📥 1.8M / month · 📦 1.4K · ⏱️ 31.10.2022):
Conda (📥 55K · ⏱️ 28.06.2023):
conda install -c conda-forge emoji
chardet (🥈 33 · ⭐ 1.9K · 💤 ) - Python character encoding detector. ❗️LGPL-2.1
GitHub (👨💻 48 · 🔀 240 · 📋 140 - 39% open · ⏱️ 02.12.2022):
git clone https://github.com/chardet/chardet
PyPi (📥 49M / month · 📦 39K · ⏱️ 01.12.2022):
Conda (📥 21M · ⏱️ 16.06.2023):
conda install -c conda-forge chardet
npm (📥 25 / month · 📦 3 · ⏱️ 20.08.2017):
npm install @pypi/chardet
python-slugify (🥈 31 · ⭐ 1.4K) - Returns unicode slugs. MIT
GitHub (👨💻 33 · 🔀 100 · 📋 67 - 4% open · ⏱️ 24.02.2023):
git clone https://github.com/un33k/python-slugify
PyPi (📥 12M / month · 📦 2.8K · ⏱️ 27.04.2022):
pip install python-slugify
Conda (📥 1.6M · ⏱️ 16.06.2023):
conda install -c conda-forge python-slugify
inflect (🥈 31 · ⭐ 840) - Correctly generate plurals, ordinals, indefinite articles; convert numbers.. MIT
GitHub (👨💻 51 · 🔀 100 · 📋 100 - 21% open · ⏱️ 05.07.2023):
git clone https://github.com/jaraco/inflect
PyPi (📥 3.1M / month · 📦 980 · ⏱️ 01.05.2022):
Conda (📥 330K · ⏱️ 04.07.2023):
conda install -c conda-forge inflect
pyahocorasick (🥉 27 · ⭐ 810) - Python module (C extension and plain python) implementing Aho-.. BSD-3
GitHub (👨💻 29 · 🔀 120 · 📦 1.9K · 📋 130 - 19% open · ⏱️ 14.01.2023):
git clone https://github.com/WojciechMula/pyahocorasick
PyPi (📥 570K / month · 📦 110 · ⏱️ 04.05.2022):
pip install pyahocorasick
Conda (📥 190K · ⏱️ 16.06.2023):
conda install -c conda-forge pyahocorasick
coolname (🥉 22 · ⭐ 120) - Random Name and Slug Generator. BSD-2
GitHub (👨💻 3 · 🔀 11 · 📦 1.6K · 📋 9 - 22% open · ⏱️ 09.01.2023):
git clone https://github.com/alexanderlukanin13/coolname
PyPi (📥 310K / month · 📦 51 · ⏱️ 09.01.2023):
Conda (📥 64K · ⏱️ 16.06.2023):
conda install -c conda-forge coolname
price-parser (🥉 20 · ⭐ 270 · 💤 ) - Extract price amount and currency symbol from a raw text.. BSD-3
Show 3 hidden projects...
humanize (🥈 32 · ⭐ 1.7K · 💀 ) - python humanize functions. MIT
awesome-slugify (🥉 22 · ⭐ 480 · 💀 ) - Python flexible slugify function. ❗️GPL-3.0
millify (🥉 15 · ⭐ 77 · 💀 ) - Convert long numbers into a human-readable format in Python. MIT
Web Development
🔗 best-of-web-python ( ⭐ 1.9K) - A ranked list of awesome python libraries for web development. Updated..
Database Clients
Libraries for connecting to, operating, and querying databases.
boto3 (🥇 45 · ⭐ 8.2K) - AWS SDK for Python. Apache-2
GitHub (👨💻 140 · 🔀 1.8K · 📦 330K · 📋 3K - 5% open · ⏱️ 05.07.2023):
git clone https://github.com/boto/boto3
PyPi (📥 670M / month · 📦 17K · ⏱️ 09.12.2022):
Conda (📥 16M · ⏱️ 05.07.2023):
conda install -c conda-forge boto3
SQLAlchemy (🥇 45 · ⭐ 7.5K · 📉 ) - The Database Toolkit for Python. MIT
GitHub (👨💻 640 · 🔀 1.2K · 📥 44K · 📦 600K · 📋 7.4K - 2% open · ⏱️ 05.07.2023):
git clone https://github.com/sqlalchemy/sqlalchemy
PyPi (📥 78M / month · 📦 47K · ⏱️ 26.01.2023):
Conda (📥 12M · ⏱️ 06.07.2023):
conda install -c conda-forge sqlalchemy
redis (🥇 43 · ⭐ 12K) - Redis Python Client. MIT
GitHub (👨💻 400 · 🔀 2.4K · 📋 1.5K - 12% open · ⏱️ 25.06.2023):
git clone https://github.com/redis/redis-py
PyPi (📥 27M / month · 📦 27K · ⏱️ 27.06.2022):
Conda (📥 1M · ⏱️ 16.06.2023):
conda install -c conda-forge redis-py
google-cloud-storage (🥇 43 · ⭐ 4.3K · 📉 ) - Google Cloud Client Library for Python. Apache-2
GitHub (👨💻 380 · 🔀 1.5K · 📋 3.6K - 4% open · ⏱️ 05.07.2023):
git clone https://github.com/googleapis/google-cloud-python
PyPi (📥 45M / month · 📦 1.9K · ⏱️ 08.06.2022):
pip install google-cloud-storage
Conda (📥 3.6M · ⏱️ 27.06.2023):
conda install -c conda-forge google-cloud-storage
azure-storage-blob (🥇 42 · ⭐ 3.7K) - This repository is for active development of the Azure SDK.. MIT
GitHub (👨💻 600 · 🔀 2.4K · 📦 2.3K · 📋 8.3K - 11% open · ⏱️ 06.07.2023):
git clone https://github.com/Azure/azure-sdk-for-python
PyPi (📥 39M / month · 📦 630 · ⏱️ 15.06.2022):
pip install azure-storage-blob
Conda (📥 970K · ⏱️ 16.06.2023):
conda install -c conda-forge azure-storage-blob
peewee (🥇 41 · ⭐ 10K) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT
GitHub (👨💻 150 · 🔀 1.4K · 📦 22K · ⏱️ 01.07.2023):
git clone https://github.com/coleifer/peewee
PyPi (📥 1.1M / month · 📦 3.7K · ⏱️ 11.11.2022):
Conda (📥 530K · ⏱️ 16.06.2023):
conda install -c conda-forge peewee
PyMySQL (🥇 40 · ⭐ 7.3K) - MySQL client library for Python. MIT
GitHub (👨💻 120 · 🔀 1.4K · 📦 170K · 📋 640 - 2% open · ⏱️ 30.06.2023):
git clone https://github.com/PyMySQL/PyMySQL
PyPi (📥 36M / month · 📦 230 · ⏱️ 26.06.2023):
Conda (📥 1.2M · ⏱️ 26.06.2023):
conda install -c conda-forge pymysql
elasticsearch (🥇 40 · ⭐ 4K) - Official Python client for Elasticsearch. Apache-2
GitHub (👨💻 190 · 🔀 1.2K · 📥 3.2K · 📦 39K · 📋 1K - 4% open · ⏱️ 04.07.2023):
git clone https://github.com/elastic/elasticsearch-py
PyPi (📥 14M / month · 📦 6K · ⏱️ 30.06.2022):
pip install elasticsearch
Conda (📥 860K · ⏱️ 16.06.2023):
conda install -c conda-forge elasticsearch
alembic (🥇 40 · ⭐ 2K) - A database migrations tool for SQLAlchemy. MIT
GitHub (👨💻 170 · 🔀 190 · 📦 170K · 📋 960 - 10% open · ⏱️ 26.06.2023):
git clone https://github.com/sqlalchemy/alembic
PyPi (📥 26M / month · 📦 11K · ⏱️ 14.01.2023):
Conda (📥 3.4M · ⏱️ 16.06.2023):
conda install -c conda-forge alembic
kafka-python (🥈 39 · ⭐ 5.2K) - Python client for Apache Kafka. Apache-2
GitHub (👨💻 210 · 🔀 1.3K · 📥 1.8K · 📦 19K · 📋 1.5K - 19% open · ⏱️ 02.03.2023):
git clone https://github.com/dpkp/kafka-python
PyPi (📥 6.5M / month · 📦 1.4K · ⏱️ 30.09.2020):
Conda (📥 400K · ⏱️ 16.06.2023):
conda install -c conda-forge kafka-python
pymongo (🥈 39 · ⭐ 3.9K · 📈 ) - PyMongo - the Official MongoDB Python driver. Apache-2
GitHub (👨💻 200 · 🔀 1.1K · ⏱️ 05.07.2023):
git clone https://github.com/mongodb/mongo-python-driver
PyPi (📥 19M / month · 📦 20K · ⏱️ 07.12.2021):
Conda (📥 1.1M · ⏱️ 25.06.2023):
conda install -c conda-forge pymongo
MongoEngine (🥈 38 · ⭐ 4K) - A Python Object-Document-Mapper for working with MongoDB. MIT
GitHub (👨💻 390 · 🔀 1.2K · 📦 21K · 📋 1.7K - 22% open · ⏱️ 18.04.2023):
git clone https://github.com/MongoEngine/mongoengine
PyPi (📥 1.2M / month · 📦 3.6K · ⏱️ 20.01.2023):
Conda (📥 220K · ⏱️ 16.06.2023):
conda install -c conda-forge mongoengine
AWS Data Wrangler (🥈 37 · ⭐ 3.5K) - pandas on AWS - Easy integration with Athena, Glue,.. Apache-2
GitHub (👨💻 130 · 🔀 620 · 📥 200K · 📦 1.1K · 📋 950 - 3% open · ⏱️ 06.07.2023):
git clone https://github.com/awslabs/aws-data-wrangler
PyPi (📥 28M / month · 📦 55 · ⏱️ 28.06.2022):
Conda (📥 390K · ⏱️ 15.06.2023):
conda install -c conda-forge awswrangler
SQLAlchemy-Utils (🥈 37 · ⭐ 1.1K) - Various utility functions and datatypes for SQLAlchemy. BSD-3
GitHub (👨💻 120 · 🔀 310 · 📦 23K · 📋 420 - 43% open · ⏱️ 29.06.2023):
git clone https://github.com/kvesteri/sqlalchemy-utils
PyPi (📥 4.8M / month · 📦 2.1K · ⏱️ 11.07.2022):
pip install sqlalchemy-utils
Conda (📥 480K · ⏱️ 16.06.2023):
conda install -c conda-forge sqlalchemy-utils
python-bigquery (🥈 37 · ⭐ 620) - Google BigQuery API client library. Apache-2
GitHub (👨💻 130 · 🔀 250 · 📦 20K · 📋 580 - 12% open · ⏱️ 29.06.2023):
git clone https://github.com/googleapis/python-bigquery
PyPi (📥 32M / month · 📦 1.1K · ⏱️ 09.06.2022):
pip install google-cloud-bigquery
Conda (📥 2.7M · ⏱️ 28.06.2023):
conda install -c conda-forge google-cloud-bigquery
Ibis (🥈 36 · ⭐ 2.8K) - The flexibility of Python with the scale and performance of modern SQL. Apache-2
GitHub (👨💻 160 · 🔀 430 · 📥 86 · 📦 540 · 📋 2.2K - 3% open · ⏱️ 06.07.2023):
git clone https://github.com/ibis-project/ibis
PyPi (📥 79K / month · 📦 46 · ⏱️ 30.03.2018):
pip install ibis-framework
Conda (📥 290K · ⏱️ 05.07.2023):
conda install -c conda-forge ibis-framework
mysqlclient (🥈 36 · ⭐ 2.3K) - MySQL database connector for Python (with Python 3 support). ❗️GPL-2.0
GitHub (👨💻 81 · 🔀 410 · 📥 5.3K · 📦 130K · 📋 320 - 2% open · ⏱️ 01.07.2023):
git clone https://github.com/PyMySQL/mysqlclient
PyPi (📥 4M / month · 📦 7.2K · ⏱️ 22.06.2022):
Conda (📥 270K · ⏱️ 02.07.2023):
conda install -c conda-forge mysqlclient
Elasticsearch DSL (🥈 35 · ⭐ 3.7K) - High level Python client for Elasticsearch. Apache-2
GitHub (👨💻 130 · 🔀 790 · 📥 180 · 📦 9.2K · 📋 1.3K - 11% open · ⏱️ 01.03.2023):
git clone https://github.com/elastic/elasticsearch-dsl-py
PyPi (📥 2.8M / month · 📦 970 · ⏱️ 15.07.2021):
pip install elasticsearch-dsl
Conda (📥 7.5K · ⏱️ 16.06.2023):
conda install -c anaconda elasticsearch-dsl
confluent-kafka-python (🥈 35 · ⭐ 3.3K) - Confluents Kafka Python Client. Apache-2
GitHub (👨💻 110 · 🔀 840 · 📦 6.5K · 📋 1.1K - 23% open · ⏱️ 30.06.2023):
git clone https://github.com/confluentinc/confluent-kafka-python
PyPi (📥 9.1M / month · 📦 410 · ⏱️ 25.07.2017):
pip install confluent-kafka
Conda (📥 730K · ⏱️ 08.06.2023):
conda install -c conda-forge python-confluent-kafka
tortoise-orm (🥈 34 · ⭐ 3.6K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
GitHub (👨💻 120 · 🔀 310 · 📥 11 · 📦 5.8K · 📋 930 - 48% open · ⏱️ 05.06.2023):
git clone https://github.com/tortoise/tortoise-orm
PyPi (📥 84K / month · 📦 97 · ⏱️ 23.10.2020):
Conda (📥 14K · ⏱️ 16.06.2023):
conda install -c conda-forge tortoise-orm
Motor (🥈 34 · ⭐ 2.2K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
GitHub (👨💻 43 · 🔀 200 · 📦 64K · ⏱️ 21.06.2023):
git clone https://github.com/mongodb/motor
PyPi (📥 890K / month · 📦 1.1K · ⏱️ 25.10.2022):
Conda (📥 59K · ⏱️ 25.06.2023):
conda install -c conda-forge motor
Cassandra Driver (🥈 34 · ⭐ 1.3K) - DataStax Python Driver for Apache Cassandra. Apache-2
GitHub (👨💻 190 · 🔀 520 · 📦 5.2K · ⏱️ 06.06.2023):
git clone https://github.com/datastax/python-driver
PyPi (📥 1.1M / month · 📦 700 · ⏱️ 18.03.2021):
pip install cassandra-driver
Conda (📥 170K · ⏱️ 08.06.2023):
conda install -c conda-forge cassandra-driver
s3fs (🥈 34 · ⭐ 700) - S3 Filesystem. BSD-3
GitHub (👨💻 120 · 🔀 230 · 📦 14K · 📋 390 - 27% open · ⏱️ 28.06.2023):
git clone https://github.com/fsspec/s3fs
PyPi (📥 120M / month · 📦 600 · ⏱️ 20.01.2023):
Conda (📥 5.8M · ⏱️ 09.06.2023):
conda install -c conda-forge s3fs
s3transfer (🥈 34 · ⭐ 170) - Amazon S3 Transfer Manager for Python. Apache-2
GitHub (👨💻 36 · 🔀 120 · 📦 210K · 📋 79 - 58% open · ⏱️ 04.05.2023):
git clone https://github.com/boto/s3transfer
PyPi (📥 210M / month · 📦 4.3K · ⏱️ 31.05.2022):
Conda (📥 16M · ⏱️ 16.06.2023):
conda install -c conda-forge s3transfer
libcloud (🥈 33 · ⭐ 1.9K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
neo4j-driver (🥈 33 · ⭐ 810) - Neo4j Bolt driver for Python. Apache-2
GitHub (👨💻 41 · 🔀 180 · 📦 4.7K · 📋 230 - 3% open · ⏱️ 06.07.2023):
git clone https://github.com/neo4j/neo4j-python-driver
PyPi (📥 160K / month · 📦 220 · ⏱️ 27.01.2023):
Conda (📥 180K · ⏱️ 29.06.2023):
conda install -c conda-forge neo4j-python-driver
minio (🥈 33 · ⭐ 650) - MinIO Client SDK for Python. Apache-2
GitHub (👨💻 120 · 🔀 280 · 📦 4.8K · 📋 510 - 0% open · ⏱️ 26.06.2023):
git clone https://github.com/minio/minio-py
PyPi (📥 1.2M / month · 📦 410 · ⏱️ 07.01.2023):
Conda (📥 130K · ⏱️ 16.06.2023):
conda install -c conda-forge minio
Prometheus Client (🥉 32 · ⭐ 3.4K) - Prometheus instrumentation library for Python.. Apache-2
GitHub (👨💻 130 · 🔀 730 · 📋 480 - 17% open · ⏱️ 26.06.2023):
git clone https://github.com/prometheus/client_python
PyPi (📥 19M / month · 📦 710 · ⏱️ 08.04.2022):
pip install prometheus_client
Conda (📥 12M · ⏱️ 16.06.2023):
conda install -c conda-forge prometheus_client
Pony (🥉 32 · ⭐ 3.3K · 💤 ) - Pony Object Relational Mapper. Apache-2
GitHub (👨💻 24 · 🔀 230 · 📥 59 · 📦 3.5K · 📋 640 - 48% open · ⏱️ 15.12.2022):
git clone https://github.com/ponyorm/pony
PyPi (📥 87K / month · 📦 360 · ⏱️ 27.01.2022):
Conda (📥 92K · ⏱️ 16.06.2023):
conda install -c conda-forge pony
PynamoDB (🥉 32 · ⭐ 2.2K) - A pythonic interface to Amazons DynamoDB. MIT
GitHub (👨💻 100 · 🔀 420 · 📦 1.4K · 📋 620 - 41% open · ⏱️ 26.05.2023):
git clone https://github.com/pynamodb/PynamoDB
PyPi (📥 2.5M / month · 📦 160 · ⏱️ 09.02.2022):
Conda (📥 370K · ⏱️ 16.06.2023):
conda install -c conda-forge pynamodb
influxdb (🥉 32 · ⭐ 1.6K · 💤 ) - Python client for InfluxDB. MIT
GitHub (👨💻 140 · 🔀 500 · 📦 7.2K · 📋 520 - 27% open · ⏱️ 15.11.2022):
git clone https://github.com/influxdata/influxdb-python
PyPi (📥 1.7M / month · 📦 1.2K · ⏱️ 11.11.2020):
Conda (📥 120K · ⏱️ 16.06.2023):
conda install -c conda-forge influxdb
pandas-gbq (🥉 32 · ⭐ 380) - Google BigQuery connector for pandas. BSD-3
GitHub (👨💻 42 · 🔀 120 · 📥 340 · 📦 7.3K · 📋 300 - 16% open · ⏱️ 05.07.2023):
git clone https://github.com/googleapis/python-bigquery-pandas
PyPi (📥 7.2M / month · 📦 310 · ⏱️ 09.06.2022):
Conda (📥 1.8M · ⏱️ 29.06.2023):
conda install -c conda-forge pandas-gbq
sqlmodel (🥉 31 · ⭐ 10K) - SQL databases in Python, designed for simplicity, compatibility, and.. MIT
pydantic
GitHub (👨💻 53 · 🔀 430 · 📦 6.4K · 📋 370 - 60% open · ⏱️ 21.02.2023):
git clone https://github.com/tiangolo/sqlmodel
PyPi (📥 420K / month · 📦 130 · ⏱️ 30.08.2022):
Conda (📥 14K · ⏱️ 16.06.2023):
conda install -c conda-forge sqlmodel
Databases (🥉 31 · ⭐ 3.5K) - Async database support for Python. BSD-3
GitHub (👨💻 53 · 🔀 240 · 📦 19K · 📋 320 - 42% open · ⏱️ 24.05.2023):
git clone https://github.com/encode/databases
PyPi (📥 370K / month · 📦 130 · ⏱️ 30.05.2022):
Conda (📥 180K · ⏱️ 16.06.2023):
conda install -c conda-forge databases
pygsheets (🥉 31 · ⭐ 1.4K) - Google Sheets Python API v4. MIT
Records (🥉 30 · ⭐ 7K) - SQL for Humans. ISC
GitHub (👨💻 37 · 🔀 580 · 📦 1K · 📋 150 - 43% open · ⏱️ 13.03.2023):
git clone https://github.com/kennethreitz/records
PyPi (📥 220K / month · 📦 180 · ⏱️ 02.09.2017):
Conda (📥 24K · ⏱️ 16.06.2023):
conda install -c conda-forge records
dataset (🥉 30 · ⭐ 4.6K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
GitHub (👨💻 76 · 🔀 290 · 📦 3.1K · 📋 300 - 11% open · ⏱️ 30.01.2023):
git clone https://github.com/pudo/dataset
PyPi (📥 68K / month · 📦 580 · ⏱️ 16.12.2021):
Conda (📥 6.1K · ⏱️ 16.06.2023):
conda install -c conda-forge dataset
cx-Oracle (🥉 30 · ⭐ 860) - Python interface to Oracle Database now superseded by python-oracledb. BSD-3
GitHub (👨💻 17 · 🔀 350 · 📦 7.4K · 📋 640 - 6% open · ⏱️ 03.06.2023):
git clone https://github.com/oracle/python-cx_Oracle
PyPi (📥 2.5M / month · 📦 320 · ⏱️ 04.11.2021):
Conda (📥 430K · ⏱️ 16.06.2023):
conda install -c conda-forge cx_oracle
pysolr (🥉 30 · ⭐ 640) - Pysolr Python Solr client. BSD-3
GitHub (👨💻 68 · 🔀 330 · 📦 3.1K · 📋 160 - 23% open · ⏱️ 04.07.2023):
git clone https://github.com/django-haystack/pysolr
PyPi (📥 210K / month · 📦 1.3K · ⏱️ 01.06.2022):
Conda (📥 21K · ⏱️ 16.06.2023):
conda install -c conda-forge pysolr
py2neo (🥉 29 · ⭐ 1.2K) - Py2neo is a comprehensive Neo4j driver library and toolkit for Python. Apache-2
GitHub (👨💻 33 · 🔀 220 · 📋 780 - 2% open · ⏱️ 19.05.2023):
git clone https://github.com/py2neo-org/py2neo
PyPi (📥 180K / month · 📦 640 · ⏱️ 14.10.2021):
Conda (📥 59K · ⏱️ 16.06.2023):
conda install -c conda-forge py2neo
prisma (🥉 28 · ⭐ 1.2K) - Prisma Client Python is an auto-generated and fully type-safe.. Apache-2
piccolos (🥉 28 · ⭐ 1.1K) - A fast, user friendly ORM and query builder which supports asyncio. MIT
HappyBase (🥉 28 · ⭐ 600 · 💤 ) - A developer-friendly Python library to interact with Apache HBase. MIT
GitHub (👨💻 19 · 🔀 160 · 📦 760 · 📋 220 - 14% open · ⏱️ 12.07.2022):
git clone https://github.com/python-happybase/happybase
PyPi (📥 77K / month · 📦 230 · ⏱️ 14.05.2019):
Conda (📥 150K · ⏱️ 16.06.2023):
conda install -c conda-forge happybase
umongo (🥉 26 · ⭐ 440 · 💤 ) - sync/async MongoDB ODM, yes. MIT
GitHub (👨💻 15 · 🔀 64 · 📦 14K · 📋 200 - 21% open · ⏱️ 21.09.2022):
git clone https://github.com/Scille/umongo
PyPi (📥 28K / month · 📦 16 · ⏱️ 23.12.2021):
Conda (📥 4.7K · ⏱️ 16.06.2023):
conda install -c conda-forge umongo
filedepot (🥉 25 · ⭐ 150) - Toolkit for storing files and attachments in web applications. MIT
ODMantic (🥉 21 · ⭐ 800) - Sync and Async ODM (Object Document Mapper) for MongoDB based on python.. ISC
aioprometheus (🥉 19 · ⭐ 150) - A Prometheus Python client library for asyncio-based applications. MIT
psycopg3 (🥉 17 · ⭐ 1.1K) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0
Show 16 hidden projects...
psycopg2 (🥈 38 · ⭐ 3K · 📉 ) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution
pyodbc (🥉 32 · ⭐ 2.7K · 📉 ) - Python ODBC bridge. ❗️MIT-0
PyPika (🥉 32 · ⭐ 2.1K · 💀 ) - PyPika is a python SQL query builder that exposes the full.. Apache-2
google-cloud-bigtable (🥉 31 · ⭐ 53) - Google Cloud Bigtable API client library. Apache-2
redis-py-cluster (🥉 30 · ⭐ 1.1K · 💀 ) - Python cluster client for the official redis cluster... MIT
gino (🥉 28 · ⭐ 2.6K · 💀 ) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3
cloudant (🥉 28 · ⭐ 160 · 💀 ) - A Python library for Cloudant and CouchDB. Apache-2
mongo-connector (🥉 27 · ⭐ 1.9K · 💀 ) - MongoDB data stream pipeline tools by YouGov (adopted.. Apache-2
pyhdb (🥉 25 · ⭐ 310 · 💀 ) - SAP HANA Connector in pure Python. Apache-2
PyMODM (🥉 23 · ⭐ 350 · 💀 ) - A Pythonic, object-oriented interface for working with MongoDB. Apache-2
db.py (🥉 21 · ⭐ 1.2K · 💀 ) - db.py is an easier way to interact with your databases. BSD-2
PugSQL (🥉 19 · ⭐ 620 · 💀 ) - A HugSQL-inspired database library for Python. Apache-2
Queries (🥉 19 · ⭐ 260 · 💀 ) - PostgreSQL database access simplified. BSD-3
gsheets-db-api (🥉 19 · ⭐ 190 · 💀 ) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT
lazydata (🥉 16 · ⭐ 630 · 💀 ) - Lazydata: Scalable data dependencies for Python projects. Apache-2
SuperSQLite (🥉 15 · ⭐ 710 · 💀 ) - A supercharged SQLite library for Python. MIT
Data Loading & Extraction
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
Datasets (🥇 43 · ⭐ 17K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2
GitHub (👨💻 520 · 🔀 2.2K · 📦 20K · 📋 2.4K - 26% open · ⏱️ 03.07.2023):
git clone https://github.com/huggingface/datasets
PyPi (📥 3.3M / month · 📦 510 · ⏱️ 15.06.2022):
Conda (📥 340K · ⏱️ 27.06.2023):
conda install -c conda-forge datasets
Faker (🥇 43 · ⭐ 16K) - Faker is a Python package that generates fake data for you. MIT
GitHub (👨💻 530 · 🔀 1.8K · 📦 150K · 📋 660 - 3% open · ⏱️ 27.06.2023):
git clone https://github.com/joke2k/faker
PyPi (📥 7.8M / month · 📦 3.1K · ⏱️ 06.07.2022):
Conda (📥 810K · ⏱️ 27.06.2023):
conda install -c conda-forge faker
xlwings (🥇 37 · ⭐ 2.6K) - xlwings is a Python library that makes it easy to call Python from.. BSD-3
GitHub (👨💻 62 · 🔀 470 · 📥 21K · 📦 29K · 📋 1.8K - 15% open · ⏱️ 25.06.2023):
git clone https://github.com/xlwings/xlwings
PyPi (📥 91K / month · 📦 640 · ⏱️ 29.01.2023):
Conda (📥 620K · ⏱️ 25.06.2023):
conda install -c conda-forge xlwings
xmltodict (🥈 35 · ⭐ 5.2K) - Python module that makes working with XML feel like you are working.. MIT
GitHub (👨💻 49 · 🔀 460 · 📦 56K · 📋 240 - 33% open · ⏱️ 12.03.2023):
git clone https://github.com/martinblech/xmltodict
PyPi (📥 28M / month · 📦 5.4K · ⏱️ 08.05.2022):
Conda (📥 3M · ⏱️ 16.06.2023):
conda install -c conda-forge xmltodict
Tablib (🥈 35 · ⭐ 4.3K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
GitHub (👨💻 120 · 🔀 580 · 📦 59K · 📋 250 - 13% open · ⏱️ 03.07.2023):
git clone https://github.com/jazzband/tablib
PyPi (📥 1.7M / month · 📦 1.3K · ⏱️ 09.04.2022):
Conda (📥 88K · ⏱️ 12.06.2023):
conda install -c conda-forge tablib
python-magic (🥈 34 · ⭐ 2.4K) - A python wrapper for libmagic. MIT
GitHub (👨💻 58 · 🔀 260 · 📦 44K · 📋 190 - 18% open · ⏱️ 30.03.2023):
git clone https://github.com/ahupp/python-magic
PyPi (📥 5.4M / month · 📦 3.2K · ⏱️ 07.06.2022):
Conda (📥 220K · ⏱️ 16.06.2023):
conda install -c conda-forge python-magic
csvkit (🥈 32 · ⭐ 5.5K) - A suite of utilities for converting to and working with CSV, the king of.. MIT
GitHub (👨💻 110 · 🔀 590 · 📦 1.4K · 📋 880 - 7% open · ⏱️ 13.06.2023):
git clone https://github.com/wireservice/csvkit
PyPi (📥 150K / month · 📦 370 · ⏱️ 06.03.2022):
Conda (📥 92K · ⏱️ 16.06.2023):
conda install -c conda-forge csvkit
gdown (🥈 32 · ⭐ 3.1K) - Download a large file from Google Drive (curl/wget fails because of the.. MIT
GitHub (👨💻 17 · 🔀 290 · 📦 18K · 📋 140 - 8% open · ⏱️ 22.04.2023):
git clone https://github.com/wkentaro/gdown
PyPi (📥 1.1M / month · 📦 340 · ⏱️ 18.10.2022):
Conda (📥 200K · ⏱️ 16.06.2023):
conda install -c conda-forge gdown
Intake (🥈 32 · ⭐ 910) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
GitHub (👨💻 82 · 🔀 130 · 📦 1.3K · 📋 360 - 30% open · ⏱️ 09.06.2023):
git clone https://github.com/intake/intake
PyPi (📥 58K / month · 📦 110 · ⏱️ 09.01.2022):
Conda (📥 430K · ⏱️ 16.06.2023):
conda install -c conda-forge intake
snorkel (🥈 30 · ⭐ 5.5K) - A system for quickly generating training data with weak supervision. Apache-2
GitHub (👨💻 78 · 🔀 850 · 📥 1K · 📦 340 · 📋 980 - 2% open · ⏱️ 17.02.2023):
git clone https://github.com/snorkel-team/snorkel
PyPi (📥 28K / month · 📦 12 · ⏱️ 29.07.2022):
Conda (📥 43K · ⏱️ 16.06.2023):
conda install -c conda-forge snorkel
smart-open (🥈 30 · ⭐ 2.9K · 📈 ) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
GitHub (👨💻 100 · 🔀 350 · 📋 390 - 20% open · ⏱️ 02.07.2023):
git clone https://github.com/RaRe-Technologies/smart_open
PyPi (📥 13M / month · 📦 610 · ⏱️ 12.12.2022):
Conda (📥 1.9M · ⏱️ 16.06.2023):
conda install -c conda-forge smart_open
pandas-datareader (🥉 29 · ⭐ 2.7K · 📈 ) - Extract data from a wide range of Internet sources.. BSD-3
GitHub (👨💻 87 · 🔀 640 · 📋 530 - 25% open · ⏱️ 24.06.2023):
git clone https://github.com/pydata/pandas-datareader
PyPi (📥 390K / month · 📦 840 · ⏱️ 13.07.2021):
pip install pandas-datareader
Conda (📥 300K · ⏱️ 16.06.2023):
conda install -c conda-forge pandas-datareader
img2dataset (🥉 26 · ⭐ 2.4K) - Easily turn large sets of image urls to an image dataset. Can.. MIT
camelot (🥉 23 · ⭐ 2.2K) - A Python library to extract tabular data from PDFs. MIT
rows (🥉 22 · ⭐ 850) - A common, beautiful interface to tabular data, no matter the format. ❗️LGPL-3.0
Upgini (🥉 20 · ⭐ 230) - Data search & enrichment library for Machine Learning Easily find and add.. BSD-3
Squirrel (🥉 15 · ⭐ 270) - A Python library that enables ML teams to share, load, and transform.. Apache-2
GitHub (👨💻 14 · 🔀 6 · 📦 2 · 📋 6 - 66% open · ⏱️ 22.06.2023):
git clone https://github.com/merantix-momentum/squirrel-core
PyPi (📥 1.5K / month · ⏱️ 06.07.2022):
pip install squirrel-core
Conda (📦 1 · ⏱️ 18.11.2022):
conda install -c anaconda squirrel-core
Show 13 hidden projects...
xlrd (🥈 33 · ⭐ 2.1K · 💀 ) - Please use openpyxl where you can... BSD-3
SDV (🥈 32 · ⭐ 1.5K) - Synthetic data generation for tabular data. ❗️SSPL-1.0
PDFMiner (🥈 30 · ⭐ 5K · 💀 ) - Python PDF Parser (Not actively maintained). Check out pdfminer.six. MIT
tabulator-py (🥉 28 · ⭐ 230 · 💀 ) - Python library for reading and writing tabular data via streams. MIT
textract (🥉 27 · ⭐ 3.5K · 💀 ) - extract text from any document. no muss. no fuss. MIT
Singer (🥉 25 · ⭐ 1.1K · 💀 ) - Standard for moving data between databases, web APIs, files,.. ❗️AGPL-3.0
messytables (🥉 25 · ⭐ 380 · 💀 ) - Tools for parsing messy tabular data. This is now superseded by.. MIT
pyexcel-xlsx (🥉 24 · ⭐ 110 · 💀 ) - A wrapper library to read, manipulate and write data in xlsx.. BSD-3
deepdish (🥉 23 · ⭐ 260 · 💀 ) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3
borb (🥉 21 · ⭐ 3.1K) - borb is a library for reading, creating and manipulating PDF files.. ❗Unlicensed
datatest (🥉 21 · ⭐ 280 · 💀 ) - Tools for test driven data-wrangling and data validation. Apache-2
excalibur (🥉 20 · ⭐ 1.3K · 💀 ) - A web interface to extract tabular data from PDFs. MIT
csvs-to-sqlite (🥉 16 · ⭐ 760 · 💀 ) - Convert CSV files into a SQLite database. Apache-2
Data Pipelines & Streaming
Libraries for data batch- and stream-processing, workflow automation, job scheduling, and other data pipeline tasks.
Airflow (🥇 46 · ⭐ 31K) - Platform to programmatically author, schedule, and monitor workflows. Apache-2
GitHub (👨💻 2.9K · 🔀 13K · 📥 500K · 📦 7.3K · 📋 7.7K - 11% open · ⏱️ 06.07.2023):
git clone https://github.com/apache/airflow
PyPi (📥 11M / month · 📦 260 · ⏱️ 23.01.2019):
pip install apache-airflow
Conda (📥 910K · ⏱️ 22.06.2023):
conda install -c conda-forge airflow
Docker Hub (📥 120M · ⭐ 460 · ⏱️ 17.06.2023):
docker pull apache/airflow
Celery (🥇 46 · ⭐ 22K) - Asynchronous task queue/job queue based on distributed message passing. BSD-3
GitHub (👨💻 1.3K · 🔀 4.5K · 📦 110K · 📋 4.9K - 12% open · ⏱️ 04.07.2023):
git clone https://github.com/celery/celery
PyPi (📥 6.8M / month · 📦 15K · ⏱️ 29.06.2022):
Conda (📥 1.3M · ⏱️ 22.06.2023):
conda install -c conda-forge celery
Prefect (🥇 42 · ⭐ 12K) - Prefect is a workflow orchestration tool empowering developers to.. Apache-2
GitHub (👨💻 320 · 🔀 1.3K · 📦 3.3K · 📋 4K - 13% open · ⏱️ 06.07.2023):
git clone https://github.com/PrefectHQ/prefect
PyPi (📥 690K / month · 📦 140 · ⏱️ 05.07.2022):
Conda (📥 470K · ⏱️ 30.06.2023):
conda install -c conda-forge prefect
Beam (🥇 41 · ⭐ 7K) - Unified programming model to define and execute data processing pipelines,.. Apache-2
GitHub (👨💻 1.5K · 🔀 4K · 📦 2 · 📋 5.9K - 71% open · ⏱️ 06.07.2023):
git clone https://github.com/apache/beam
PyPi (📥 6M / month · 📦 170 · ⏱️ 27.06.2022):
Conda (📥 48K · ⏱️ 02.06.2023):
conda install -c conda-forge apache-beam-with-aws
rq (🥇 40 · ⭐ 9K) - Simple job queues for Python. BSD-3
GitHub (👨💻 300 · 🔀 1.4K · 📦 14K · 📋 1.1K - 14% open · ⏱️ 29.06.2023):
git clone https://github.com/rq/rq
PyPi (📥 800K / month · 📦 1.8K · ⏱️ 15.01.2023):
Conda (📥 94K · ⏱️ 16.06.2023):
conda install -c conda-forge rq
Dagster (🥇 40 · ⭐ 7.8K) - An orchestration platform for the development, production, and.. Apache-2
GitHub (👨💻 320 · 🔀 970 · 📦 1.3K · 📋 5.9K - 30% open · ⏱️ 05.07.2023):
git clone https://github.com/dagster-io/dagster
PyPi (📥 570K / month · 📦 120 · ⏱️ 06.07.2022):
Conda (📥 940K · ⏱️ 01.07.2023):
conda install -c conda-forge dagster
Great Expectations (🥈 39 · ⭐ 8.6K) - Always know what to expect from your data. Apache-2
GitHub (👨💻 390 · 🔀 1.3K · 📋 1.7K - 8% open · ⏱️ 06.07.2023):
git clone https://github.com/great-expectations/great_expectations
PyPi (📥 11M / month · 📦 32 · ⏱️ 04.11.2022):
pip install great_expectations
Conda (📥 680K · ⏱️ 30.06.2023):
conda install -c conda-forge great-expectations
joblib (🥈 39 · ⭐ 3.3K) - Computing with Python functions. BSD-3
GitHub (👨💻 120 · 🔀 380 · 📦 310K · 📋 840 - 46% open · ⏱️ 06.07.2023):
git clone https://github.com/joblib/joblib
PyPi (📥 25M / month · 📦 6K · ⏱️ 10.10.2022):
Conda (📥 20M · ⏱️ 30.06.2023):
conda install -c conda-forge joblib
dbt (🥈 38 · ⭐ 7.2K) - dbt enables data analysts and engineers to transform their data using the.. Apache-2
GitHub (👨💻 290 · 🔀 1.3K · 📥 2K · 📦 2.9K · 📋 4.2K - 10% open · ⏱️ 06.07.2023):
git clone https://github.com/dbt-labs/dbt-core
PyPi (📥 130K / month · 📦 30 · ⏱️ 06.12.2021):
Conda (📥 240K · ⏱️ 16.06.2023):
conda install -c conda-forge dbt
luigi (🥈 37 · ⭐ 17K) - Luigi is a Python module that helps you build complex pipelines of batch.. Apache-2
GitHub (👨💻 600 · 🔀 2.4K · 📦 2.2K · 📋 990 - 11% open · ⏱️ 04.05.2023):
git clone https://github.com/spotify/luigi
PyPi (📥 560K / month · 📦 410 · ⏱️ 18.01.2023):
Conda (📥 13K · 📦 2 · ⏱️ 16.06.2023):
conda install -c anaconda luigi
Kedro (🥈 36 · ⭐ 8.5K) - Kedro is a toolbox for production-ready data science. It uses software.. Apache-2
Activeloop (🥈 32 · ⭐ 6.4K) - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use.. MPL-2.0
huey (🥈 32 · ⭐ 4.5K) - a little task queue for python. MIT
GitHub (👨💻 67 · 🔀 360 · 📦 1.2K · ⏱️ 23.06.2023):
git clone https://github.com/coleifer/huey
PyPi (📥 86K / month · 📦 170 · ⏱️ 21.10.2022):
Conda (📥 31K · ⏱️ 16.06.2023):
conda install -c conda-forge huey
petl (🥈 32 · ⭐ 1.1K · 💤 ) - Python Extract Transform and Load Tables of Data. MIT
GitHub (👨💻 59 · 🔀 180 · 📦 3.4K · 📋 450 - 17% open · ⏱️ 23.11.2022):
git clone https://github.com/petl-developers/petl
PyPi (📥 890K / month · 📦 84 · ⏱️ 23.11.2022):
Conda (📥 190K · ⏱️ 16.06.2023):
conda install -c conda-forge petl
zenml (🥈 31 · ⭐ 2.9K) - ZenML : Build portable, production-ready MLOps pipelines... Apache-2
whylogs (🥈 30 · ⭐ 2.3K) - Open standard for end-to-end data and ML monitoring for any scale in.. Apache-2
mleap (🥈 30 · ⭐ 1.5K) - MLeap: Deploy ML Pipelines to Production. Apache-2
GitHub (👨💻 83 · 🔀 310 · 📦 210 · 📋 460 - 21% open · ⏱️ 29.06.2023):
git clone https://github.com/combust/mleap
PyPi (📥 140K / month · 📦 23 · ⏱️ 22.12.2022):
Conda (📥 70K · ⏱️ 26.06.2023):
conda install -c conda-forge mleap
faust (🥉 29 · ⭐ 6.6K) - Python Stream Processing. BSD-3
ploomber (🥉 29 · ⭐ 3.1K) - The fastest way to build data pipelines. Develop iteratively,.. Apache-2
GitHub (👨💻 75 · 🔀 210 · 📦 85 · 📋 870 - 13% open · ⏱️ 27.06.2023):
git clone https://github.com/ploomber/ploomber
PyPi (📥 4.4K / month · 📦 5 · ⏱️ 04.07.2022):
Conda (📥 67K · ⏱️ 02.06.2023):
conda install -c conda-forge ploomber
PyFunctional (🥉 26 · ⭐ 2.2K) - Python library for creating data pipelines with chain functional.. MIT
arq (🥉 25 · ⭐ 1.6K) - Fast job queuing and RPC in python with asyncio and redis. MIT
GitHub (👨💻 54 · 🔀 140 · 📦 410 · 📋 200 - 29% open · ⏱️ 20.05.2023):
git clone https://github.com/samuelcolvin/arq
PyPi (📥 48K / month · 📦 18 · ⏱️ 09.03.2022):
Conda (📥 7.9K · ⏱️ 16.06.2023):
conda install -c conda-forge arq
streamparse (🥉 25 · ⭐ 1.5K · 💤 ) - Run Python in Apache Storm topologies. Pythonic API, CLI.. Apache-2
Optimus (🥉 25 · ⭐ 1.4K) - Agile Data Preparation Workflows madeeasy with Pandas, Dask,.. Apache-2
spark
dbnd (🥉 25 · ⭐ 240) - DBND is an agile pipeline framework that helps data engineering teams.. Apache-2
Pypeline (🥉 24 · ⭐ 1.4K) - Concurrent data pipelines in Python . MIT
GitHub (👨💻 13 · 🔀 89 · 📦 100 · 📋 67 - 31% open · ⏱️ 22.03.2023):
git clone https://github.com/cgarciae/pypeln
PyPi (📥 23K / month · 📦 11 · ⏱️ 06.01.2022):
Conda (📥 14K · ⏱️ 16.06.2023):
conda install -c conda-forge pypeln
TaskTiger (🥉 24 · ⭐ 1.3K) - Python task queue using Redis. MIT
pysparkling (🥉 23 · ⭐ 260 · 💤 ) - A pure Python implementation of Apache Sparks RDD and DStream.. MIT
GitHub (👨💻 10 · 🔀 48 · 📦 170 · 📋 30 - 30% open · ⏱️ 13.11.2022):
git clone https://github.com/svenkreiss/pysparkling
PyPi (📥 11K / month · 📦 8 · ⏱️ 13.11.2022):
Conda (📥 4.3K · ⏱️ 16.06.2023):
conda install -c conda-forge pysparkling
BatchFlow (🥉 23 · ⭐ 190) - BatchFlow helps you conveniently work with random or sequential.. Apache-2
pdpipe (🥉 21 · ⭐ 710 · 💤 ) - Easy pipelines for pandas DataFrames. MIT
GitHub (👨💻 11 · 🔀 44 · 📦 55 · 📋 53 - 28% open · ⏱️ 24.12.2022):
git clone https://github.com/pdpipe/pdpipe
PyPi (📥 1.2K / month · 📦 6 · ⏱️ 04.07.2022):
Conda (📥 25K · ⏱️ 16.06.2023):
conda install -c conda-forge pdpipe
Databolt Flow (🥉 19 · ⭐ 950 · 💤 ) - Python library for building highly effective data science.. MIT
Mara Pipelines (🥉 18 · ⭐ 2K) - A lightweight opinionated ETL framework, halfway between plain.. MIT
flupy (🥉 17 · ⭐ 180) - Fluent data pipelines for python and your shell. MIT
bodywork-core (🥉 16 · ⭐ 420 · 💤 ) - ML pipeline orchestration and model deployments on.. ❗️AGPL-3.0
datajob (🥉 13 · ⭐ 100 · 💤 ) - Build and deploy a serverless data pipeline on AWS with no effort. Apache-2
RasgoQL (🥉 12 · ⭐ 270 · 💤 ) - Write python locally, execute SQL in your data warehouse. ❗️AGPL-3.0
Show 8 hidden projects...
mrjob (🥈 32 · ⭐ 2.6K · 💀 ) - Run MapReduce jobs on Hadoop or Amazon Web Services. Apache-2
bonobo (🥉 25 · ⭐ 1.6K · 💀 ) - Extract Transform Load for Python 3.5+. Apache-2
dpark (🥉 22 · ⭐ 2.7K · 💀 ) - Python clone of Spark, a MapReduce alike framework in Python. BSD-3
spark
mrq (🥉 21 · ⭐ 870 · 💀 ) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. MIT
spark-deep-learning (🥉 19 · ⭐ 2K · 💀 ) - Deep Learning Pipelines for Apache Spark. Apache-2
spark
riko (🥉 18 · ⭐ 1.6K · 💀 ) - A Python stream processing engine modeled after Yahoo! Pipes. MIT
kale (🥉 16 · ⭐ 610 · 💀 ) - Kubeflows superfood for Data Scientists. Apache-2
jupyter
Botflow (🥉 15 · ⭐ 1.2K · 💀 ) - Python Fast Dataflow programming framework for Data pipeline work(.. BSD-3
File Formats
XlsxWriter (🥇 37 · ⭐ 3.3K) - A Python module for creating Excel XLSX files. BSD-2
GitHub (👨💻 47 · 🔀 600 · 📦 63K · 📋 880 - 2% open · ⏱️ 15.06.2023):
git clone https://github.com/jmcnamara/XlsxWriter
PyPi (📥 11M / month · 📦 3.9K · ⏱️ 14.01.2023):
Conda (📥 2.8M · ⏱️ 16.06.2023):
conda install -c conda-forge xlsxwriter
PyYAML (🥇 37 · ⭐ 2.2K · 💤 ) - Canonical source repository for PyYAML. MIT
GitHub (👨💻 40 · 🔀 450 · 📦 860K · 📋 560 - 47% open · ⏱️ 13.09.2022):
git clone https://github.com/yaml/pyyaml
PyPi (📥 180M / month · 📦 75K · ⏱️ 13.10.2021):
Conda (📥 36M · ⏱️ 16.06.2023):
conda install -c conda-forge pyyaml
jmespath (🥉 33 · ⭐ 1.8K) - JMESPath is a query language for JSON. MIT
GitHub (👨💻 31 · 🔀 170 · 📋 140 - 38% open · ⏱️ 31.03.2023):
git clone https://github.com/jmespath/jmespath.py
PyPi (📥 120M / month · 📦 6.9K · ⏱️ 17.06.2022):
Conda (📥 16M · ⏱️ 16.06.2023):
conda install -c conda-forge jmespath
Code Inspection
deepdiff (🥇 33 · ⭐ 1.7K) - DeepDiff: Deep Difference and search of any Python object/data... MIT
GitHub (👨💻 71 · 🔀 200 · 📦 7.4K · 📋 250 - 27% open · ⏱️ 10.05.2023):
git clone https://github.com/seperman/deepdiff
PyPi (📥 9.2M / month · 📦 750 · ⏱️ 10.04.2022):
Conda (📥 290K · ⏱️ 16.06.2023):
conda install -c conda-forge deepdiff
typing_inspect (🥉 26 · ⭐ 310) - Runtime inspection utilities for Python typing module. MIT
GitHub (👨💻 17 · 🔀 28 · 📋 56 - 37% open · ⏱️ 24.05.2023):
git clone https://github.com/ilevkivskyi/typing_inspect
PyPi (📥 18M / month · 📦 300 · ⏱️ 07.06.2021):
pip install typing_inspect
Conda (📥 1.5M · ⏱️ 03.06.2023):
conda install -c conda-forge typing_inspect
Show 2 hidden projects...
General Utilities
attrs (🥇 41 · ⭐ 4.8K) - Python Classes Without Boilerplate. MIT
GitHub (👨💻 140 · 🔀 340 · 📦 760K · 📋 640 - 17% open · ⏱️ 04.07.2023):
git clone https://github.com/python-attrs/attrs
PyPi (📥 120M / month · 📦 18K · ⏱️ 08.11.2017):
Conda (📥 29M · ⏱️ 16.06.2023):
conda install -c conda-forge attrs
more-itertools (🥇 39 · ⭐ 3.1K) - More routines for operating on iterables, beyond itertools. MIT
GitHub (👨💻 100 · 🔀 240 · 📥 2.8K · 📦 180K · 📋 270 - 10% open · ⏱️ 03.06.2023):
git clone https://github.com/more-itertools/more-itertools
PyPi (📥 36M / month · 📦 8.7K · ⏱️ 18.10.2022):
pip install more-itertools
Conda (📥 12M · ⏱️ 16.06.2023):
conda install -c conda-forge more-itertools
toolz (🥈 35 · ⭐ 4.3K · 💤 ) - A functional standard library for Python. BSD-3
GitHub (👨💻 75 · 🔀 250 · 📦 100K · 📋 260 - 44% open · ⏱️ 03.11.2022):
git clone https://github.com/pytoolz/toolz
PyPi (📥 19M / month · 📦 3.4K · ⏱️ 10.07.2022):
Conda (📥 17M · ⏱️ 16.06.2023):
conda install -c conda-forge toolz
boltons (🥈 34 · ⭐ 6.2K) - Like builtins, but boltons. 250+ constructs, recipes, and snippets.. BSD-3
GitHub (👨💻 85 · 🔀 340 · 📥 25 · 📦 4.7K · 📋 160 - 37% open · ⏱️ 06.05.2023):
git clone https://github.com/mahmoud/boltons
PyPi (📥 3.3M / month · 📦 420 · ⏱️ 17.05.2021):
Conda (📥 2.5M · ⏱️ 16.06.2023):
conda install -c conda-forge boltons
tenacity (🥈 33 · ⭐ 4.9K) - Retrying library for Python. Apache-2
GitHub (👨💻 81 · 🔀 230 · 📋 230 - 37% open · ⏱️ 20.03.2023):
git clone https://github.com/jd/tenacity
PyPi (📥 27M / month · 📦 1.3K · ⏱️ 12.07.2021):
Conda (📥 4.9M · ⏱️ 16.06.2023):
conda install -c conda-forge tenacity
python-dependency-injector (🥈 32 · ⭐ 3K · 💤 ) - Dependency injection framework for Python. BSD-3
GitHub (👨💻 29 · 🔀 230 · 📦 2.2K · 📋 510 - 31% open · ⏱️ 19.12.2022):
git clone https://github.com/ets-labs/python-dependency-injector
PyPi (📥 1M / month · 📦 96 · ⏱️ 30.03.2022):
pip install dependency-injector
Conda (📥 27K · ⏱️ 16.06.2023):
conda install -c conda-forge dependency_injector
returns (🥈 32 · ⭐ 2.8K) - Make your functions return something meaningful, typed, and safe!. BSD-2
GitHub (👨💻 47 · 🔀 100 · 📦 370 · 📋 410 - 16% open · ⏱️ 03.07.2023):
git clone https://github.com/dry-python/returns
PyPi (📥 96K / month · 📦 57 · ⏱️ 13.03.2022):
Conda (📥 5.9K · ⏱️ 27.06.2023):
conda install -c conda-forge returns
natsort (🥉 30 · ⭐ 770) - Simple yet flexible natural sorting in Python. MIT
GitHub (👨💻 21 · 🔀 46 · 📦 21K · 📋 87 - 1% open · ⏱️ 20.06.2023):
git clone https://github.com/SethMMorton/natsort
PyPi (📥 3.2M / month · 📦 1.2K · ⏱️ 21.04.2018):
Conda (📥 1.3M · ⏱️ 20.06.2023):
conda install -c conda-forge natsort
funcy (🥉 29 · ⭐ 3.1K) - A fancy and practical functional tools. BSD-3
GitHub (👨💻 31 · 🔀 140 · 📦 8K · 📋 77 - 7% open · ⏱️ 11.05.2023):
git clone https://github.com/Suor/funcy
PyPi (📥 1.4M / month · 📦 600 · ⏱️ 27.01.2023):
Conda (📥 350K · ⏱️ 16.06.2023):
conda install -c conda-forge funcy
ubelt (🥉 27 · ⭐ 690) - A Python utility library with a stdlib like feel and extra batteries... Apache-2
GitHub (👨💻 4 · 🔀 48 · 📦 2.8K · 📋 16 - 18% open · ⏱️ 22.06.2023):
git clone https://github.com/Erotemic/ubelt
PyPi (📥 13K / month · 📦 58 · ⏱️ 01.07.2022):
Conda (📥 55K · ⏱️ 26.06.2023):
conda install -c conda-forge ubelt
Show 5 hidden projects...
retrying (🥉 28 · ⭐ 1.9K · 💀 ) - Retrying is an Apache 2.0 licensed general-purpose retrying.. Apache-2
ratelimit (🥉 25 · ⭐ 630 · 💀 ) - API Rate Limit Decorator. MIT
pinject (🥉 23 · ⭐ 1.3K · 💀 ) - A pythonic dependency injection library. Apache-2
pampy (🥉 22 · ⭐ 3.5K · 💀 ) - Pampy: The Pattern Matching for Python you always dreamed of. MIT
CommonRegex (🥉 22 · ⭐ 1.5K · 💀 ) - A collection of common regular expressions bundled with an easy.. MIT
Python Implementations
cpython (🥇 42 · ⭐ 54K) - The Python programming language. MIT
GitHub (👨💻 2.5K · 🔀 27K · 📋 65K - 12% open · ⏱️ 06.07.2023):
git clone https://github.com/python/cpython
PyPi (📥 63K / month · 📦 5 · ⏱️ 22.07.2020):
Conda (📥 2.7M · ⏱️ 16.06.2023):
conda install -c conda-forge typing
npm (📦 3 · ⏱️ 03.08.2017):
npm install @buckpkg/python
micropython (🥈 35 · ⭐ 17K) - MicroPython - a lean and efficient Python implementation for.. Python-2.0
pyston (🥈 22 · ⭐ 2.4K) - A faster and highly-compatible implementation of the Python.. Apache-2
Show 3 hidden projects...
grumpy (🥉 21 · ⭐ 11K · 💀 ) - Grumpy is a Python to Go source code transcompiler and runtime. Apache-2
stackless (🥉 17 · ⭐ 940 · 💀 ) - The Stackless Python programming language. ❗Unlicensed
cl-python (🥉 11 · ⭐ 360 · 💀 ) - An implementation of Python in Common Lisp. ❗Unlicensed
Others
Pygments (🥇 43 · ⭐ 1.3K) - Pygments is a generic syntax highlighter written in Python. BSD-2
GitHub (👨💻 790 · 🔀 540 · 📦 540K · 📋 1.8K - 22% open · ⏱️ 26.06.2023):
git clone https://github.com/pygments/pygments
PyPi (📥 52M / month · 📦 37K · ⏱️ 24.04.2022):
Conda (📥 23M · ⏱️ 16.06.2023):
conda install -c conda-forge pygments
pyparsing (🥇 40 · ⭐ 1.9K) - Python library for creating PEG parsers. MIT
GitHub (👨💻 55 · 🔀 260 · 📥 8K · 📦 810K · 📋 300 - 9% open · ⏱️ 19.06.2023):
git clone https://github.com/pyparsing/pyparsing
PyPi (📥 76M / month · 📦 32K · ⏱️ 10.05.2022):
Conda (📥 37M · ⏱️ 18.06.2023):
conda install -c conda-forge pyparsing
cookiecutter (🥇 39 · ⭐ 20K) - A cross-platform command-line utility that creates projects from.. BSD-3
GitHub (👨💻 300 · 🔀 1.8K · 📦 21K · 📋 870 - 31% open · ⏱️ 05.07.2023):
git clone https://github.com/cookiecutter/cookiecutter
PyPi (📥 2.3M / month · 📦 1.6K · ⏱️ 01.06.2022):
Conda (📥 750K · ⏱️ 16.06.2023):
conda install -c conda-forge cookiecutter
pycparser (🥈 36 · ⭐ 2.9K) - Complete C99 parser in pure Python. BSD-3
GitHub (👨💻 83 · 🔀 580 · 📦 600K · 📋 330 - 8% open · ⏱️ 31.05.2023):
git clone https://github.com/eliben/pycparser
PyPi (📥 100M / month · 📦 17K · ⏱️ 06.11.2021):
Conda (📥 32M · ⏱️ 16.06.2023):
conda install -c conda-forge pycparser
wrapt (🥈 34 · ⭐ 1.9K) - A Python module for decorators, wrappers and monkey patching. BSD-2
GitHub (👨💻 27 · 🔀 210 · 📋 170 - 22% open · ⏱️ 06.07.2023):
git clone https://github.com/GrahamDumpleton/wrapt
PyPi (📥 79M / month · 📦 12K · ⏱️ 12.01.2023):
Conda (📥 12M · ⏱️ 16.06.2023):
conda install -c conda-forge wrapt
py4j (🥈 34 · ⭐ 1.1K) - Py4J enables Python programs to dynamically access arbitrary Java objects. BSD-3
GitHub (👨💻 38 · 🔀 190 · 📦 25K · 📋 410 - 34% open · ⏱️ 12.02.2023):
git clone https://github.com/bartdag/py4j
PyPi (📥 31M / month · 📦 690 · ⏱️ 12.08.2022):
Conda (📥 3.3M · ⏱️ 16.06.2023):
conda install -c conda-forge py4j
pluggy (🥈 34 · ⭐ 970) - A minimalist production ready plugin system. MIT
GitHub (👨💻 47 · 🔀 120 · 📋 160 - 25% open · ⏱️ 04.07.2023):
git clone https://github.com/pytest-dev/pluggy
PyPi (📥 60M / month · 📦 10K · ⏱️ 28.07.2018):
Conda (📥 20M · ⏱️ 26.06.2023):
conda install -c conda-forge pluggy
decorator (🥈 34 · ⭐ 770 · 💤 ) - Decorators for Humans. BSD-2
GitHub (👨💻 27 · 🔀 100 · 📦 450K · 📋 100 - 10% open · ⏱️ 25.11.2022):
git clone https://github.com/micheles/decorator
PyPi (📥 66M / month · 📦 24K · ⏱️ 07.01.2022):
Conda (📥 22M · ⏱️ 16.06.2023):
conda install -c conda-forge decorator
diagrams (🥈 33 · ⭐ 30K) - Diagram as Code for prototyping cloud system architectures. MIT
GitHub (👨💻 130 · 🔀 1.9K · 📦 1.1K · 📋 520 - 65% open · ⏱️ 22.05.2023):
git clone https://github.com/mingrammer/diagrams
PyPi (📥 110K / month · 📦 35 · ⏱️ 09.02.2022):
Conda (📥 160K · ⏱️ 16.06.2023):
conda install -c conda-forge diagrams
keyboard (🥉 32 · ⭐ 3.4K) - Hook and simulate global keyboard events on Windows and Linux. MIT
GitHub (👨💻 41 · 🔀 400 · 📦 12K · 📋 560 - 65% open · ⏱️ 31.01.2023):
git clone https://github.com/boppreh/keyboard
PyPi (📥 520K / month · 📦 440 · ⏱️ 27.03.2018):
Conda (📥 20K · ⏱️ 16.06.2023):
conda install -c conda-forge keyboard
Copier (🥉 31 · ⭐ 1.1K) - Library and command-line utility for rendering projects templates. MIT
fastcore (🥉 31 · ⭐ 850) - Python supercharged for the fastai library. Apache-2
GitHub (👨💻 56 · 🔀 250 · 📦 3.8K · 📋 330 - 7% open · ⏱️ 25.06.2023):
git clone https://github.com/fastai/fastcore
PyPi (📥 590K / month · 📦 280 · ⏱️ 17.06.2022):
Conda (📥 49K · ⏱️ 16.06.2023):
conda install -c conda-forge fastcore
pyscaffold (🥉 30 · ⭐ 1.8K) - Python project template generator with batteries included. MIT
GitHub (👨💻 58 · 🔀 180 · 📋 290 - 9% open · ⏱️ 20.06.2023):
git clone https://github.com/pyscaffold/pyscaffold
PyPi (📥 270K / month · 📦 58 · ⏱️ 17.06.2022):
Conda (📥 170K · ⏱️ 26.06.2023):
conda install -c conda-forge pyscaffold
python-mss (🥉 29 · ⭐ 850) - An ultra fast cross-platform multiple screenshots module in pure.. MIT
GitHub (👨💻 21 · 🔀 80 · 📋 130 - 26% open · ⏱️ 27.04.2023):
git clone https://github.com/BoboTiG/python-mss
PyPi (📥 600K / month · 📦 240 · ⏱️ 27.10.2022):
Conda (📥 27K · ⏱️ 16.06.2023):
conda install -c conda-forge python-mss
Send2Trash (🥉 28 · ⭐ 240) - Python library to natively send files to Trash (or Recycle bin) on.. BSD-3
GitHub (👨💻 15 · 🔀 37 · 📋 53 - 45% open · ⏱️ 03.05.2023):
git clone https://github.com/arsenetar/send2trash
PyPi (📥 10M / month · 📦 2.8K · ⏱️ 21.08.2021):
Conda (📥 10M · ⏱️ 16.06.2023):
conda install -c conda-forge send2trash
powerline-shell (🥉 26 · ⭐ 6.1K · 💤 ) - A beautiful and useful prompt for your shell. MIT
pyscreenshot (🥉 26 · ⭐ 470) - Python screenshot library, replacement for the Pillow ImageGrab.. BSD-2
catalogue (🥉 26 · ⭐ 160) - Super lightweight function registries for your library. MIT
GitHub (👨💻 11 · 🔀 22 · 📦 26K · 📋 11 - 36% open · ⏱️ 20.04.2023):
git clone https://github.com/explosion/catalogue
PyPi (📥 3.5M / month · 📦 71 · ⏱️ 06.07.2022):
Conda (📥 1.1M · ⏱️ 16.06.2023):
conda install -c conda-forge catalogue
Show 3 hidden projects...
openpyxl (🥉 26 · ⭐ 58) - A Python library to read/write Excel 2010 xlsx/xlsm files. MIT
pluginbase (🥉 25 · ⭐ 1.1K · 💀 ) - A simple but flexible plugin system for Python. BSD-3
macropy (🥉 23 · ⭐ 3.2K · 💀 ) - Macros in Python: quasiquotes, case classes, LINQ and more!. MIT
Related Resources
Best-of lists : Discover other best-of lists with awesome open-source projects on all kinds of topics.
best-of-ml-python : A ranked list of awesome machine learning Python libraries.
best-of-web-python : A ranked list of awesome Python libraries for web development.
best-of-python-dev : A ranked list of awesome Python developer tools and libraries.
awesome-python : A curated list of awesome Python frameworks, libraries, software and resources.
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Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
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License