Aurélien Geron

handson-ml2. ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

handson-ml. ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

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.

tf2_course. Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

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.

data. Datasets used in the book Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow

tensorflow-safari-course. ⛔️ DEPRECATED — Exercises and solutions to accompany my Safari course introducing TensorFlow.

julia_notebooks. Julia Jupyter/Colab Notebooks

tiny-dqn. A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

awesome-tensorflow. TensorFlow - A curated list of dedicated resources http://tensorflow.org

tensorflow-models. Models built with TensorFlow

visual_crypto. Visual cryptography tool

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

open-datasets. A collection of open datasets

datasets. A collection of datasets ready to use with TensorFlow

keras. Deep Learning for humans

aoc2022-rust. Rust

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

model-analysis. Model analysis tools for TensorFlow

tutorials. PyTorch tutorials.

aoc2023-rust. Solutions of Advent-of-Code 2023 in Rust

scipy. SciPy library main repository

ageron.github.io. from ageron import random

julia. The Julia Language: A fresh approach to technical computing.

Julia-Cheat-Sheet. Julia v1.0 Cheat Sheet

book_nbs. Notebooks for upcoming fastai book (draft / incomplete)

torchvision. Datasets, Transforms and Models specific to Computer Vision

agents. TF-Agents is a library for Reinforcement Learning in TensorFlow

mandelbrot-java-applet. This is a small mandelbrot java applet I did back in 1997

addons. Useful extra functionality for TensorFlow maintained by SIG-addons

tensorflow. Open source software library for numerical computation using data flow graphs.

fastText. Library for fast text representation and classification.

example-dockerfile. A Binder-compatibible repo with a Dockerfile

aoc2019-rust. Solution to all AoC 2019 puzzles using Rust

tagme-python. Official TagMe API wrapper for Python.

transform. Input pipeline framework

keras-io. Keras documentation, hosted live at keras.io

commis. A Django implementation of a Chef server

aoc2015-haskell. Solutions of Advent-of-Code 2015 in Haskell

model-zoo. Please do not feed the models

beam. Apache Beam

roc. A fast, friendly, functional language.

aoc2024-elixir. Solutions of Advent-of-Code 2024 in Elixir

python-aiplatform. A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.

gast. Python AST that abstracts the underlying Python version

serving. A flexible, high-performance serving system for machine learning models

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

ARC. The Abstraction and Reasoning Corpus

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

keras-tuner. Hyperparameter tuning for humans

python-phonenumbers. Python port of Google's libphonenumber

django-mongodbforms. Django forms for mongodb documents

rust. Empowering everyone to build reliable and efficient software.

gym. A toolkit for developing and comparing reinforcement learning algorithms.

salt. Central system and configuration manager

home-assistant-frontend. :lollipop: Frontend for Home Assistant

CMake-Cheatsheet. Short introduction to CMake with some examples.

prototype-roc-test-runner. Shell

prototype-roc-track. Shell