1078 Open source projects that are alternatives of or similar to Awesome Ml Courses

Testbed for deep reinforcement learning

Cornell Instruction Following Framework

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Mastering Atari with Discrete World Models

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

Multiple implementations for abstractive text summurization , using google colab

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Some notebooks

Artificial intelligence for the Snake game.

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)

Dream to Control: Learning Behaviors by Latent Imagination

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

Grokking Deep Reinforcement Learning

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

A C++ framework for MDPs and POMDPs with Python bindings

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

HoME: a Household Multimodal Environment is a platform for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all within a realistic context.

List of summer schools in machine learning + related fields across the globe

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

Some of the ML and DL related reading materials, research papers that I've read

Our NIPS 2017: Learning to Run source code

Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

Reinforcement Learning Cheat Sheet

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

Flappy Bird AI using Evolution Strategies

A fast Evolution Strategy implementation in Python

和（he for objective-c） —— “信息熵减机系统”

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

A Configurable Recommender Systems Simulation Platform

Arnold - DOOM Agent

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

Deep Reinforcement Learning Framework + Algorithms

Resources to learn more about Machine Learning and Artificial Intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

Efficient Batched Reinforcement Learning in TensorFlow

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.

Seoul AI Gym is a toolkit for developing AI algorithms.

A selection of state-of-the-art research materials on decision making and motion planning.

Carefully curated resource links for data science in one place

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

Essential Guide to keep up with AI/ML/DL/CV

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Python Implementation of Reinforcement Learning: An Introduction

60_Days_RL_Challenge中文版

AI research environment for the Atari 2600 games 🤖.

Reinforcement learning framework to accelerate research

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

AI各领域学习资料整理。（A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.）

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Code for Java Deep Learning Cookbook