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.
Auckland
Pinned Repositories
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
data
Datasets used in the book Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
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.
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.
julia_notebooks
Julia Jupyter/Colab Notebooks
tensorflow-models
Models built with TensorFlow
tensorflow-safari-course
⛔️ DEPRECATED — Exercises and solutions to accompany my Safari course introducing TensorFlow.
tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
tiny-dqn
A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
ageron's Repositories
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.
ageron/handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
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.
ageron/tensorflow-safari-course
⛔️ DEPRECATED — Exercises and solutions to accompany my Safari course introducing TensorFlow.
ageron/keras
Deep Learning for humans
ageron/aoc2023-rust
Solutions of Advent-of-Code 2023 in Rust
ageron/aoc2015-haskell
Solutions of Advent-of-Code 2015 in Haskell
ageron/roc
A fast, friendly, functional language.
ageron/aoc2024-elixir
Solutions of Advent-of-Code 2024 in Elixir
ageron/CMake-Cheatsheet
Short introduction to CMake with some examples.
ageron/home-assistant-core
:house_with_garden: Open source home automation that puts local control and privacy first.
ageron/home-assistant-frontend
:lollipop: Frontend for Home Assistant
ageron/roc-isodate
A Roc package for parsing ISO Date/Time strings. 📆 ⏰ 📦
ageron/roc-unicode
roc-unicode
ageron/sand_simulation
My Implementation of Sand Simulation in RUST Programming Language
ageron/torchvision
Datasets, Transforms and Models specific to Computer Vision
ageron/aoc2020-roc
Solutions of Advent-of-Code 2020 in Roc
ageron/docker-unifi-network-application
ageron/exercism-cli
A Go based command line tool for exercism.org.
ageron/exercism-roc
Exercism exercises in Roc.
ageron/exercism-roc-test-runner
ageron/exercism-snippet-extractor
ageron/exercism-tokei
Count your code, quickly.
ageron/exercism-website
The codebase for Exercism's website.
ageron/highlightjs-roc
ageron/home-assistant-docs
Developers website for Home Assistant.
ageron/learn-wgpu
Guide for using gfx-rs's wgpu library.
ageron/prototype-roc-test-runner
ageron/prototype-roc-track
ageron/roc-examples
All kinds of Roc examples