ogrisel's notebook
This is a bunch of IPython notebooks documents with mostly unfinished ML related experiments.
Some of them can be executed in a basic numpy / scipy / pandas / matplotlib / scikit-learn environment for instance using:
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Stars556
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Rank 77,370 (Top 2 %)
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LanguageJupyter Notebook
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Created over 12 years ago
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Updated over 1 year ago
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Repository Details
Some sample IPython notebooks for scikit-learn
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parallel_ml_tutorial
Tutorial on scikit-learn and IPython for parallel machine learningJupyter Notebook
1,589
2
pygbm
Experimental Gradient Boosting Machines in Python with numba.Python
177
3
pignlproc
Apache Pig utilities to build training corpora for machine learning / NLP out of public Wikipedia and DBpedia dumps.Java
159
4
python-appveyor-demo
Demo project for building Python wheels with appveyor.comPowerShell
153
5
docker-distributed
Experimental docker-compose setup to bootstrap distributed on a docker-swarm cluster.Shell
92
6
spylearn
Repo for experiments on pyspark and sklearnPython
79
7
paper2ebook
Utility to re-structure research papers published in US Letter or A4 format PDF files to typically remove the 2 columns layout.Java
53
8
text-mining-class
Introduction to web scraping and text miningPython
43
9
dbpediakit
Python utilities to do work with the DBpedia dumps for analytics.Python
38
10
euroscipy-2022-time-series
Tutorial on time-series forcasting with scikit-learnJupyter Notebook
32
11
wheelhouse-uploader
Script to help maintain a wheelhouse folder on a cloud storage.Python
31
12
my-linux-devbox
Vagrant / Salt configuration with Ubuntu to work on projects related to the scipy stack under Python 3 and Python 2Scheme
26
13
oglearn
ogrisel's utility extensions for scikit-learnPython
24
14
eegssl
Experiments on Self-Supervised Learning on EEG dataPython
16
15
mahout
Personal development repository to prepare contributions and patches for Apache MahoutJava
15
16
euroscipy_2017_sklearn
Notebooks for the EuroScipy 2017 tutorial (based on Adult Census income data)Jupyter Notebook
15
17
corpusmaker
clojure utilities to build training corpora for machine learning / NLP out of public wikimedia dumps: status - partially stalled - will probably be reworked as cascalog scripts -- this project is in stalled mode right now: the pignlproc project is likely to replace it due to licensing constraints for future integration in Apache projectsClojure
14
18
python-winbuilder
Tools to script a build environment on Windows for Python projectPython
9
19
codemaker
Neural nets-based utility to build low dimensional codes or/and sparse codesPython
9
20
pycon-pydata-sprint
Experimental work for using IPython.parallel with scikit-learnPython
8
21
salt-ipcluster
Salt states and modules to setup an IPython clusterScheme
7
22
docker-openblas
Docker container with an automated build for OpenBLAS stable branch:Shell
5
23
stanbol-isbn
Demo stanbol extension for detecting and linking ISBN in text documentJava
5
24
silva
Leaf recognition prototype
4
25
bbuzz-semantic-hackathon
Sandbox for the Berlin Buzzwords semantic hackathonJava
3
26
research
Draft research notes, code and todosJupyter Notebook
3
27
scikit-learn-github-actions
Test repo for github actions workflowsPython
2
28
ipython-azure
Utilities to deploy a IPython parallel cluster on Windows AzurePython
2
29
lsh_glove
Script to build various LSH / ANN indices on glove word embeddingsPython
2
30
cardice
Cloud compute cluster setup with SaltStackPython
2
31
brain2vec
Brain embedding by contextual predictions (draft)Python
2
32
energy_charts
Jupyter Notebook
2
33
decks
Slide decks for conferencesCSS
2
34
instrumentalist
Python scripts to read XBee sensor data and push it to a couchdb databasePython
2
35
mnist-sbi
Simulation Based Inference for the important problem of drawing digitsPython
2
36
scikit-learn.org
Source repository to build the HTML website for the scikit-learn project.Python
1
37
camera-html5
Test repo for HTML5 camera access on mobile phones
1
38
sandbox
1
39
cpython-nightly
Automated build of the master branch of CPython for Continuous Integration purposes
1
40
docker-sklearn-openblas
Shell
1
41
us-housing-prices-v2-parquet
Exploratory Data Analysis on a parquet dump of https://www.dolthub.com/repositories/dolthub/us-housing-prices-v2 using duckdb and IbisJupyter Notebook
1