Aurélien Geron
@ageronUserAuthor of the book Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow. Former PM of YouTube video classification and founder & CTO of Wifirst.
Top repositories by stars
- ageron/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Jupyter Notebook29,858 - ageron/handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Jupyter Notebook25,871 - ageron/handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Jupyter Notebook12,357 - ageron/tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
Jupyter Notebook1,918 - ageron/handson-mlp
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.
Jupyter Notebook1,044 - ageron/tensorflow-safari-course
⛔️ DEPRECATED — Exercises and solutions to accompany my Safari course introducing TensorFlow.
Jupyter Notebook175 - ageron/julia_notebooks
Julia Jupyter/Colab Notebooks
Jupyter Notebook166 - ageron/data
Datasets used in the book Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow
158 - ageron/tiny-dqn
A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
Python93 - ageron/awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
85 - ageron/tensorflow-models
Models built with TensorFlow
Python54 - ageron/visual_crypto
Visual cryptography tool
Python49 - ageron/scikit-learn
scikit-learn: machine learning in Python
Python31 - ageron/open-datasets
A collection of open datasets
Jupyter Notebook28 - ageron/datasets
A collection of datasets ready to use with TensorFlow
Python15 - ageron/keras
Deep Learning for humans
Python15 - ageron/jupyter-synth
A Jupyter notebook to have fun with audio in Python and learn the fundamentals of audio processing
Jupyter Notebook14 - Rust14
- ageron/NoPyPrompt
A VS Code extension to remove Python prompts from code samples, or add them back.
JavaScript12 - ageron/aoc2023-rust
Solutions of Advent-of-Code 2023 in Rust
Rust11 - ageron/tutorials
PyTorch tutorials.
Python11 - ageron/model-analysis
Model analysis tools for TensorFlow
Python11 - ageron/scipy
SciPy library main repository
Python7 - ageron/julia
The Julia Language: A fresh approach to technical computing.
Julia7 - ageron/Julia-Cheat-Sheet
Julia v1.0 Cheat Sheet
CSS7 - ageron/book_nbs
Notebooks for upcoming fastai book (draft / incomplete)
Jupyter Notebook7 - ageron/ageron.github.io
from ageron import random
HTML7 - ageron/agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
Python6 - ageron/addons
Useful extra functionality for TensorFlow maintained by SIG-addons
Python6 - ageron/mandelbrot-java-applet
This is a small mandelbrot java applet I did back in 1997
Java6 - ageron/torchvision
Datasets, Transforms and Models specific to Computer Vision
Python5 - ageron/aoc2019-rust
Solution to all AoC 2019 puzzles using Rust
Rust5 - ageron/transform
Input pipeline framework
Python5 - ageron/fastText
Library for fast text representation and classification.
C++5 - ageron/tagme-python
Official TagMe API wrapper for Python.
Python5 - ageron/example-dockerfile
A Binder-compatibible repo with a Dockerfile
Jupyter Notebook5 - ageron/tensorflow
Open source software library for numerical computation using data flow graphs.
C++5 - ageron/aoc2015-haskell
Solutions of Advent-of-Code 2015 in Haskell
Haskell4 - ageron/keras-io
Keras documentation, hosted live at keras.io
Jupyter Notebook4 - ageron/model-zoo
Please do not feed the models
Julia4 - ageron/commis
A Django implementation of a Chef server
Python4 - ageron/aoc2024-elixir
Solutions of Advent-of-Code 2024 in Elixir
Elixir3 - ageron/roc
A fast, friendly, functional language.
Rust3 - ageron/python-aiplatform
A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
Python3 - ageron/keras-tuner
Hyperparameter tuning for humans
Python3 - ageron/gast
Python AST that abstracts the underlying Python version
Python3 - ageron/ARC
The Abstraction and Reasoning Corpus
JavaScript3 - ageron/serving
A flexible, high-performance serving system for machine learning models
C++3 - ageron/beam
Apache Beam
Java3 - ageron/FEL
Fast Entity Linker Toolkit for training models to link entities to KnowledgeBase (Wikipedia) in documents and queries.
Java3 - ageron/nordlys
Nordlys: Toolkit for entity-oriented and semantic search
Python3 - ageron/python-phonenumbers
Python port of Google's libphonenumber
Python3 - ageron/salt-cloud
Provisioning salted minions to various cloud providers
Python3 - ageron/django-mongodbforms
Django forms for mongodb documents
Python3 - ageron/mongoengine
A Python Object-Document-Mapper for working with MongoDB
Python3 - ageron/nydus
Nydus is a Python toolkit for managing database connections and routing operations
Python3 - ageron/exercism-website
The codebase for Exercism's website.
Ruby2 - ageron/exercism-cli
A Go based command line tool for exercism.org.
Go2 - ageron/roc-isodate
A Roc package for parsing ISO Date/Time strings. 📆 ⏰ 📦
Roc2 - ageron/roc-unicode
roc-unicode
Roc2 - ageron/CMake-Cheatsheet
Short introduction to CMake with some examples.
TeX2 - ageron/home-assistant-frontend
:lollipop: Frontend for Home Assistant
TypeScript2 - ageron/home-assistant-core
:house_with_garden: Open source home automation that puts local control and privacy first.
Python2 - ageron/sand_simulation
My Implementation of Sand Simulation in RUST Programming Language
Rust2 - ageron/zef0
A data-oriented toolkit for graph data
C++2 - ageron/AdventOfCode2021
Solutions to all 25 AoC 2021 problems in Rust :crab: Less than 100 lines per day and under 1 second total execution time. With competitive global leaderboard placements! :christmas_tree:
Rust2 - ageron/gym
A toolkit for developing and comparing reinforcement learning algorithms.
Python2 - ageron/rust
Empowering everyone to build reliable and efficient software.
Rust2 - ageron/LSPS
Source code for "3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space"
Python2 - ageron/IJulia.jl
Julia kernel for Jupyter
Julia2 - ageron/salt
Central system and configuration manager
Python2 - ageron/labelinput
A bit of javascript to add a label inside <input> fields.
JavaScript2 - JavaScript1
- ageron/exercism-tokei
Count your code, quickly.
Rust1 - ageron/exercism-roc
Exercism exercises in Roc.
Roc1 - ageron/roc-examples
All kinds of Roc examples
Shell1 - ageron/aoc2020-roc
Solutions of Advent-of-Code 2020 in Roc
Roc1 - ageron/learn-wgpu
Guide for using gfx-rs's wgpu library.
Rust1 - ageron/home-assistant-docs
Developers website for Home Assistant.
JavaScript1 - Dockerfile1
- ageron/libosdp
Implementation of IEC 60839-11-5 OSDP (Open Supervised Device Protocol); provides a C/C++ library with Python3 bindings and tools to control/manage OSDP enabled security devices.
C1 - ageron/vg
Vector-geometry toolbelt for 3D points and vectors
Python1 - ageron/AxlLind
Repo for my profile README
1 - ageron/Gloria.jl
A simple 2D game engine written in Julia
Julia1 - ageron/homebrew-juliadeps
Tap containing dependencies for Julia
Ruby1