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128 search results found

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Ml Agents ⭐ 15,707

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Awesome Artificial Intelligence ⭐ 8,777

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

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Tensorlayer ⭐ 7,288

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Tensorpack ⭐ 6,298

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

Keras Rl ⭐ 5,348

Deep Reinforcement Learning for Keras.

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Neurojs ⭐ 4,332

A JavaScript deep learning and reinforcement learning library.

Dm_control ⭐ 3,541

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

Alpha Zero General ⭐ 3,497

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Deep Learning Roadmap ⭐ 3,139

📡 Organized Resources for Deep Learning Researchers and Developers

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Awesome Deeplearning Resources ⭐ 2,739

Deep Learning and deep reinforcement learning research papers and some codes

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Awesome Ai In Finance ⭐ 2,537

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

Muzero General ⭐ 2,203

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

Papers Literature Ml Dl Rl Ai ⭐ 1,798

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

A lightweight library for PyTorch training tools and utilities

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Beautifulalgorithms.jl ⭐ 1,281

Concise and beautiful algorithms written in Julia

Evolutionary Algorithm ⭐ 1,152

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Machine Learning Curriculum ⭐ 1,065

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Basic_reinforcement_learning ⭐ 978

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

Evotorch ⭐ 941

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Papers I Read ⭐ 928

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Ml University ⭐ 710

Machine Learning Open Source University

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Neuraldialogpapers ⭐ 629

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

Dissecting Reinforcement Learning ⭐ 585

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

Tensorflow Value Iteration Networks ⭐ 544

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

Machine Learning Articles ⭐ 519

Monthly Series - Top 10 Machine Learning Articles

Neuron_poker ⭐ 457

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

Grokking Deep Reinforcement Learning

Arnold - DOOM Agent

Awesome Ai ⭐ 412

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

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Sharpneat ⭐ 357

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

Reinvent ⭐ 310

Handson Ml ⭐ 277

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Machine Learning Notebooks ⭐ 241

Machine Learning notebooks for refreshing concepts.

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Ml Games ⭐ 238

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

Release ⭐ 232

Deep Reinforcement Learning for de-novo Drug Design

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Input Convex Neural Networks

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Amazing Machine Learning Opensource 2019 ⭐ 189

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

Reinvent ⭐ 186

Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning

Neuroflight ⭐ 182

Next Generation Flight Controller Firmware

Neural Localization ⭐ 173

Train an RL agent to localize actively (PyTorch)

Rl Medical ⭐ 171

Deep Reinforcement Learning (DRL) agents applied to medical images

Deep Rts ⭐ 169

A Real-Time-Strategy game for Deep Learning research

Java Deep Learning Cookbook ⭐ 150

Code for Java Deep Learning Cookbook

2048 Deep Reinforcement Learning ⭐ 150

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

Reinvent4 ⭐ 150

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

Deep Algotrading ⭐ 145

A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading

Ai_plays_snake ⭐ 134

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

Summary ⭐ 126

summaries of all the papers I read

Relataly Public Python Tutorials ⭐ 109

Beginner-friendly collection of Python notebooks for various use cases of machine learning, deep learning, and analytics. For each notebook there is a separate tutorial on the relataly.com blog.

Deep Cfr ⭐ 109

Scalable Implementation of Deep CFR and Single Deep CFR

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

Advanced Deep Learning And Reinforcement Learning Deepmind ⭐ 87

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

Machinelearningwithpython ⭐ 79

Get started with Machine Learning with Python - An introduction with Python programming examples

Stochastic Neural Networks for Hierarchical Reinforcement Learning

Ai Reading Materials ⭐ 77

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

MAGNet: Multi-agents control using Graph Neural Networks

Reinventcommunity ⭐ 75

Rl Course Experiments ⭐ 73

Recurrent Environment Simulators ⭐ 73

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

The GOLang implementation of NeuroEvolution of Augmented Topologies (NEAT) method to evolve and train Artificial Neural Networks without error back propagation

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

Alphanpi ⭐ 68

Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.

Artificial_intelligence ⭐ 65

My C++ deep learning framework & other machine learning algorithms

Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.

Stock Price Trade Analyzer ⭐ 60

This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.

Chess Deep Rl ⭐ 58

Research project: create a chess engine using Deep Reinforcement Learning

NEAT (NeuroEvolution of Augmenting Topologies) implemented in Go

Open-source library for a reinforcement learning research.

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

Ultimate Volleyball ⭐ 51

3D RL Volleyball environment built on Unity ML-Agents

Mujocounity ⭐ 48

Reproducing MuJoCo benchmarks in a modern, commercial game /physics engine (Unity + PhysX).

Artificialintelligenceengines ⭐ 48

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

Ml In Tf ⭐ 45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

Neuro Symbolic Sudoku Solver ⭐ 44

⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.

Artificial Intelligence How_computers_think Master ⭐ 43

Qualia2.0 ⭐ 41

Qualia is a deep learning framework deeply integrated with automatic differentiation and dynamic graphing with CUDA acceleration. Qualia was built from scratch.

Intelligent_traffic_lights ⭐ 41

Traffic Lights Control with Deep Learning

Strokenet ⭐ 40

a neural network that draws digits using strokes

Memory Augmented Self Play ⭐ 39

PyTorch implementation of Memory Augmented Self-Play

Udacity Deep Reinforcement Learning ⭐ 39

My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity

Neural Architecture Search With Rl ⭐ 37

Minimal Tensorflow implementation of the paper "Neural Architecture Search With Reinforcement Learning" presented at ICLR 2017

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Python Reinforcement Learning (2,612)

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