Aurélien Geron

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

Interactive Jupyter notebooks teaching machine learning fundamentals with Python, Scikit-Learn, Keras, and TensorFlow. Companion to the 2019 book edition (now superseded by a third edition).

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

Jupyter Notebooks with machine learning code and exercises from the first edition of the O'Reilly book 'Hands-on Machine Learning.' Now deprecated, use the third edition instead.

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.

Runnable Jupyter Notebooks from the third edition of Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, including all code examples and exercise solutions from the book.

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

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.

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

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

Julia Jupyter/Colab Notebooks

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

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

Models built with TensorFlow

Visual cryptography tool

scikit-learn: machine learning in Python

A collection of open datasets

A collection of datasets ready to use with TensorFlow

A Jupyter notebook to have fun with audio in Python and learn the fundamentals of audio processing

Deep Learning for humans

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

Solutions of Advent-of-Code 2023 in Rust

PyTorch tutorials.

Model analysis tools for TensorFlow

from ageron import random

SciPy library main repository

The Julia Language: A fresh approach to technical computing.

Julia v1.0 Cheat Sheet

Notebooks for upcoming fastai book (draft / incomplete)

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

Datasets, Transforms and Models specific to Computer Vision

TF-Agents is a library for Reinforcement Learning in TensorFlow

Useful extra functionality for TensorFlow maintained by SIG-addons

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

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

Solution to all AoC 2019 puzzles using Rust

Input pipeline framework

Library for fast text representation and classification.

Official TagMe API wrapper for Python.

A Binder-compatibible repo with a Dockerfile

Solutions of Advent-of-Code 2015 in Haskell

Keras documentation, hosted live at keras.io

Please do not feed the models

A Django implementation of a Chef server

A fast, friendly, functional language.

Solutions of Advent-of-Code 2024 in Elixir

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

Hyperparameter tuning for humans

Python AST that abstracts the underlying Python version

The Abstraction and Reasoning Corpus

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

Apache Beam

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

Nordlys: Toolkit for entity-oriented and semantic search

Python port of Google's libphonenumber

Provisioning salted minions to various cloud providers

Django forms for mongodb documents

A Python Object-Document-Mapper for working with MongoDB

Nydus is a Python toolkit for managing database connections and routing operations

All kinds of Roc examples

A Go based command line tool for exercism.org.

The codebase for Exercism's website.

A Roc package for parsing ISO Date/Time strings. 📆 ⏰ 📦

roc-unicode

Short introduction to CMake with some examples.

:lollipop: Frontend for Home Assistant

:house_with_garden: Open source home automation that puts local control and privacy first.

My Implementation of Sand Simulation in RUST Programming Language

A data-oriented toolkit for graph data

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:

A toolkit for developing and comparing reinforcement learning algorithms.

Empowering everyone to build reliable and efficient software.

Source code for "3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space"

Julia kernel for Jupyter

Central system and configuration manager

A bit of javascript to add a label inside <input> fields.

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.

Exercism exercises in Roc.

Home Assistant custom integration for Quic Broadband (New Zealand)

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Count your code, quickly.

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Solutions of Advent-of-Code 2020 in Roc

Guide for using gfx-rs's wgpu library.

Developers website for Home Assistant.

No description.

Repo for my profile README

Tap containing dependencies for Julia

A simple 2D game engine written in Julia

Vector-geometry toolbelt for 3D points and vectors

Async Python library for the Quic broadband API (unofficial)