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Aurélien Geron

Top 14%
@ageron

Author of the book Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow. Former PM of YouTube video classification and founder & CTO of Wifirst.

handson-qm. Jupyter notebooks to learn the basics of quantum mechanics in a hands-on numerical approach

12

TinyRecursiveModels. Python

6.6k

livebook. Automate code & data workflows with interactive Elixir notebooks

5.8k

skrub. Machine learning with dataframes

1.6k

PyPupilEXT. PyPupilEXT allows to detect the pupil diameter in images captured by stereo- and mono camera systems. The pupil diameter can be detected using one of the state-of-the-art open-source algorithms, Starburst, Swirski2D, ExCuSe, ElSe, PuRe and PuReST.

53

bootstrap-bp-hugo-theme. Bootstrap based Hugo theme which provides out of the box best practices.

59

sand_simulation. My Implementation of Sand Simulation in RUST Programming Language

7

AdventOfCode. Solutions to every single AoC problem (2015-2025). Mostly in Rust

70

MineDojo. Building Open-Ended Embodied Agents with Internet-Scale Knowledge

2.2k

latent-diffusion. High-Resolution Image Synthesis with Latent Diffusion Models

14k

git-diff-image. An extension to 'git diff' that provides support for diffing images.

294

scikit-learn. scikit-learn: machine learning in Python

67k

numpy. The fundamental package for scientific computing with Python.

32k

NoPyPrompt. A VS Code extension to remove Python prompts from code samples, or add them back.

12

keras. Deep Learning for humans

64k

Stockfish. UCI chess engine

2k

Chess.jl. Julia chess programming library.

115

julia. The Julia Programming Language

49k

OhMyREPL.jl. Syntax highlighting and other enhancements for the Julia REPL

818

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

162k

ARC-AGI. The Abstraction and Reasoning Corpus

4.8k

papermill. 📚 Parameterize, execute, and analyze notebooks

6.5k

arxiv-sanity-preserver. Web interface for browsing, search and filtering recent arxiv submissions

5.7k

FEL. Fast Entity Linker Toolkit for training models to link entities to KnowledgeBase (Wikipedia) in documents and queries.

339

fastText. Library for fast text representation and classification.

27k

python-Levenshtein. The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity

1.3k

scikit-and-tensorflow-workbooks. based on "Hands-On Machine Learning with Scikit-Learn & TensorFlow" (O'Reilly, Aurelien Geron)

313

pytst. C++ Ternary Search Tree implementation with Python bindings

43

tensorflow. An Open Source Machine Learning Framework for Everyone

196k

nordlys. Nordlys: Toolkit for entity-oriented and semantic search

31

cpython. The Python programming language

74k

pyahocorasick. Python module (C extension and plain python) implementing Aho-Corasick algorithm

1.1k

caffe-tensorflow. Caffe models in TensorFlow

2.8k

binder. reproducible executable environments

444

commis. A Django implementation of a Chef server

63

nydus. Nydus is a Python toolkit for managing database connections and routing operations, primarily for Redis

380