π©πͺ Made in Germany
Discover Germany's Leading Open Source Projects: Explore top-notch open source initiatives hailing from the vibrant tech community of Germany.
TOP Jupyter Notebook Projects
CompVis/stable-diffusion
A latent text-to-image diffusion model
CompVis/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
guipsamora/pandas_exercises
Practice your pandas skills!
blue-yonder/tsfresh
Automatic extraction of relevant features from time series:
CompVis/taming-transformers
Taming Transformers for High-Resolution Image Synthesis
christophM/interpretable-ml-book
Book about interpretable machine learning
zotroneneis/machine_learning_basics
Plain python implementations of basic machine learning algorithms
ml-tooling/ml-workspace
π All-in-one web-based IDE specialized for machine learning and data science.
hooram/ownphotos
Self hosted alternative to Google Photos
adapter-hub/adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning
wolny/pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
yhilpisch/py4fi
Python for Finance (O'Reilly)
theislab/single-cell-tutorial
Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"
datitran/raccoon_dataset
The dataset is used to train my own raccoon detector and I blogged about it on Medium
yhilpisch/py4fi2nd
Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.
agemagician/ProtTrans
ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.
MIC-DKFZ/batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
uds-se/fuzzingbook
Project page for "TheΒ FuzzingΒ Book"
balzer82/Kalman
Some Python Implementations of the Kalman Filter
tum-pbs/pbdl-book
Welcome to the Physics-based Deep Learning Book (v0.2)
haltakov/natural-language-image-search
Search photos on Unsplash using natural language
upb-lea/reinforcement_learning_course_materials
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
haltakov/natural-language-youtube-search
Search inside YouTube videos using natural language
webartifex/intro-to-python
[READ-ONLY MIRROR] An intro to Python & programming for wanna-be data scientists
Ceyron/machine-learning-and-simulation
All the handwritten notes π and source code files π₯οΈ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
nghorbani/human_body_prior
VPoser: Variational Human Pose Prior
volkamerlab/teachopencadd
TeachOpenCADD: a teaching platform for computer-aided drug design (CADD) using open source packages and data
theislab/single-cell-best-practices
https://www.sc-best-practices.org
dome272/Paella
Official Implementation of Paella https://arxiv.org/abs/2211.07292v2
omerbsezer/Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
danielsabinasz/TensorSlow
Re-implementation of TensorFlow in pure python, with an emphasis on code understandability
hildensia/bayesian_changepoint_detection
Methods to get the probability of a changepoint in a time series.
yhilpisch/dx
DX Analytics | Financial and Derivatives Analytics with Python
YuliangXiu/MobilePose
Light-weight Single Person Pose Estimator
nghorbani/amass
Data preparation and loader for AMASS
LAION-AI/CLIP_benchmark
CLIP-like model evaluation
oborchers/Fast_Sentence_Embeddings
Compute Sentence Embeddings Fast!
araffin/rl-tutorial-jnrr19
Stable-Baselines tutorial for JournΓ©es Nationales de la Recherche en Robotique 2019
philschmid/deep-learning-pytorch-huggingface
yhilpisch/dawp
Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.
understandable-machine-intelligence-lab/Quantus
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
dome272/Wuerstchen
Official implementation of WΓΌrstchen: Efficient Pretraining of Text-to-Image Models
zalandoresearch/pytorch-vq-vae
PyTorch implementation of VQ-VAE by AΓ€ron van den Oord et al.
yhilpisch/py4at
Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.
mv-lab/InstructIR
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
explosion/prodigy-recipes
π³ Recipes for the Prodigy, our fully scriptable annotation tool
johko/computer-vision-course
This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord
Deep-MI/FastSurfer
PyTorch implementation of FastSurferCNN
t-vi/pytorch-tvmisc
Totally Versatile Miscellanea for Pytorch
sotte/pytorch_tutorial
PyTorch Tutorial (1.7)
koldunovn/python_for_geosciences
Introduction to python use in geosciences.
mzolfaghari/ECO-efficient-video-understanding
Code and models of paper " ECO: Efficient Convolutional Network for Online Video Understanding", ECCV 2018
audeering/w2v2-how-to
How to use our public wav2vec2 dimensional emotion model
philschmid/easyllm
polakowo/gpt2bot
Your new Telegram buddy powered by transformers
omerbsezer/Fast-Pytorch
Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes
5x12/themlsbook
This repository is a supplement to the 'Machine Learning Simplified: A Gentle Introduction to Supervised Learning' book.
scoutbee/pytorch-nlp-notebooks
Learn how to use PyTorch to solve some common NLP problems with deep learning.
GrumpyZhou/image-matching-toolbox
This is a toolbox repository to help evaluate various methods that perform image matching from a pair of images.
kaiwaehner/hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference
Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required
chrieke/InstanceSegmentation_Sentinel2
π± Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis
sroecker/LLM_AppDev-HandsOn
Repository and hands-on workshop on how to develop applications with local LLMs
solegalli/feature-engineering-for-machine-learning
Code repository for the online course Feature Engineering for Machine Learning
fangohr/introduction-to-python-for-computational-science-and-engineering
Book: Introduction to Python for Computational Science and Engineering
deepset-ai/haystack-cookbook
π©π»βπ³ A collection of example notebooks
pyiron/pyiron
pyiron - an integrated development environment (IDE) for computational materials science.
jmartinezheras/2018-MachineLearning-Lectures-ESA
Machine Learning Lectures at the European Space Agency (ESA) in 2018
d-krupke/cpsat-primer
The CP-SAT Primer: Using and Understanding Google OR-Tools' CP-SAT Solver
NeoSpark314/godot_oculus_quest_toolkit
An easy to use VR toolkit for Oculus Quest development using the Godot game engine
bethgelab/siamese-mask-rcnn
Siamese Mask R-CNN model for one-shot instance segmentation
deepset-ai/COVID-QA
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.
HeinrichHartmann/Statistics-for-Engineers
Statistics Tutorial for IT Operations Engineers
mv-lab/AISP
AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges
theislab/scarches
Reference mapping for single-cell genomics
JustinShenk/fer
Facial Expression Recognition with a deep neural network as a PyPI package
omerbsezer/Generative_Models_Tutorial_with_Demo
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
maxi-w/CLIP-SAM
Experiment on combining CLIP with SAM to do open-vocabulary image segmentation.
sebastian-lapuschkin/lrp_toolbox
The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.
AndreWeiner/ml-cfd-lecture
Lecture material for machine learning applied to computational fluid mechanics
gkvoelkl/python-sonic
Programming Music with Python, Sonic Pi and Supercollider
solegalli/feature-selection-for-machine-learning
Code repository for the online course Feature Selection for Machine Learning
cknd/pyESN
Echo State Networks in Python
kashif/pytorch-transformer-ts
Repository of Transformer based PyTorch Time Series Models
imskr/Plant_Disease_Detection
Plant Disease Detector Web Application
explosion/spacy-notebooks
π« Jupyter notebooks for spaCy examples and tutorials
CompVis/depth-fm
DepthFM: Fast Monocular Depth Estimation with Flow Matching
Qian-Han/coursera-Applied-Data-Science-with-Python
Repository for coursera specialization Applied Data Science with Python by University of Michigan
philschmid/document-ai-transformers
kjam/data-cleaning-101
Data Cleaning Libraries with Python
oarriaga/STN.keras
Implementation of spatial transformer networks (STNs) in keras 2 with tensorflow as backend.
SmartDataAnalytics/Knowledge-Graph-Analysis-Programming-Exercises
Exercises for the Analysis of Knowledge Graphs
lernapparat/lernapparat
Various Notebooks for Lernapparat.de
hoelsner/python-script-examples
This repository contains my python (3) script examples that focus on use cases for Network Engineers.
Psarpei/Multi-Type-TD-TSR
Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:
BIMSBbioinfo/janggu
Deep learning infrastructure for genomics
FlorianMarquardt/machine-learning-for-physicists
Code for "Machine Learning for Physicists" lecture series by Florian Marquardt
ydwen/opensphere
A hyperspherical face recognition library based on PyTorch
SimFin/simfin-tutorials
Tutorials for SimFin - Simple financial data for Python
agemagician/CodeTrans
Pretrained Language Models for Source code
emadRad/lstm-gru-pytorch
LSTM and GRU in PyTorch