1078 Open source projects that are alternatives of or similar to Mapleai

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

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

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

Testbed for deep reinforcement learning

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

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

Artificial intelligence for the Snake game.

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

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

Cornell Instruction Following Framework

Flappy Bird AI using Evolution Strategies

Some notebooks

Code for Java Deep Learning Cookbook

Reinforcement learning framework to accelerate research

Awesome free machine learning and AI courses with video lectures.

和（he for objective-c） —— “信息熵减机系统”

Mastering Atari with Discrete World Models

Multiple implementations for abstractive text summurization , using google colab

A fast Evolution Strategy implementation in Python

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

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

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

Resources to learn more about Machine Learning and Artificial Intelligence

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

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.

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

Carefully curated resource links for data science in one place

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

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

Python Implementation of Reinforcement Learning: An Introduction

AI research environment for the Atari 2600 games 🤖.

An End-To-End, Lightweight and Flexible Platform for Game Research

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

Reinforcement Learning Cheat Sheet

Dream to Control: Learning Behaviors by Latent Imagination

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

Grokking Deep Reinforcement Learning

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

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

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

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.

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

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

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

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

A Configurable Recommender Systems Simulation Platform

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

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

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

Arnold - DOOM Agent

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

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

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

Efficient Batched Reinforcement Learning in TensorFlow

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

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

Deep Reinforcement Learning Framework + Algorithms

Seoul AI Gym is a toolkit for developing AI algorithms.

Our NIPS 2017: Learning to Run source code

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