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/tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
ageron/tensorflow-safari-course
⛔️ DEPRECATED — Exercises and solutions to accompany my Safari course introducing TensorFlow.
ageron/julia_notebooks
Julia Jupyter/Colab Notebooks
ageron/data
Datasets used in the book Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow
ageron/scikit-learn
scikit-learn: machine learning in Python
ageron/open-datasets
A collection of open datasets
ageron/keras
Deep Learning for humans
ageron/aoc2022-rust
ageron/aoc2023-rust
Solutions of Advent-of-Code 2023 in Rust
ageron/aoc2019-rust
Solution to all AoC 2019 puzzles using Rust
ageron/scipy
SciPy library main repository
ageron/keras-io
Keras documentation, hosted live at keras.io
ageron/keras-tuner
Hyperparameter tuning for humans
ageron/python-aiplatform
A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
ageron/CMake-Cheatsheet
Short introduction to CMake with some examples.
ageron/gym
A toolkit for developing and comparing reinforcement learning algorithms.
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/rust
Empowering everyone to build reliable and efficient software.
ageron/sand_simulation
My Implementation of Sand Simulation in RUST Programming Language
ageron/zef
A data-oriented toolkit for graph data
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:
ageron/AxlLind
Repo for my profile README
ageron/docker-unifi-network-application
ageron/home-assistant-docs
Developers website for Home Assistant.
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.
ageron/vg
Vector-geometry toolbelt for 3D points and vectors