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399 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, ... 🧠

Fingpt ⭐ 10,376

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

Amazon Sagemaker Examples ⭐ 9,221

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Tensorflow Tutorials ⭐ 8,644

TensorFlow Tutorials with YouTube Videos

Easy Rl ⭐ 7,643

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github

Pytorch Tutorial ⭐ 7,372

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

Practical_rl ⭐ 5,572

A course in reinforcement learning in the wild

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Machinelearning ⭐ 4,030

My blogs and code for machine learning. http://cnblogs.com/pinard

Alpha Zero General ⭐ 3,497

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

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Tensorwatch ⭐ 3,333

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Deeprl Agents ⭐ 2,004

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Ml Course ⭐ 1,936

Open Machine Learning course

Massively parallel rigidbody physics simulation on accelerator hardware.

Fsrs4anki ⭐ 1,923

A modern Anki custom scheduling based on free spaced repetition scheduler algorithm

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Chess Alpha Zero ⭐ 1,666

Chess reinforcement learning by AlphaGo Zero methods.

Rainbow Is All You Need ⭐ 1,637

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

Reinforcement Learning 2nd Edition By Sutton Exercise Solutions ⭐ 1,406

Solutions of Reinforcement Learning, An Introduction

Andrew Ng Notes ⭐ 1,367

This is Andrew NG Coursera Handwritten Notes.

Awesome Ai Books ⭐ 1,086

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

Basic_reinforcement_learning ⭐ 978

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

Learning Deep Learning ⭐ 943

Paper reading notes on Deep Learning and Machine Learning

Trademaster ⭐ 912

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning 🔥 ⚡ 🌈

Hands On Meta Learning With Python ⭐ 857

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Reinforcement_learning_course_materials ⭐ 857

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Trading Bot ⭐ 758

Stock Trading Bot using Deep Q-Learning

Coursera ⭐ 746

Quiz & Assignment of Coursera

Deeprl Tutorials ⭐ 726

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Rl_games ⭐ 603

RL implementations

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Overcooked_ai ⭐ 593

A benchmark environment for fully cooperative human-AI performance.

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Rliable ⭐ 588

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

Deepreinforcementlearninginaction ⭐ 536

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

David Silver Reinforcement Learning ⭐ 509

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

Rl Tutorial Jnrr19 ⭐ 442

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

Grokking Deep Reinforcement Learning

Lux Design S2 ⭐ 387

Repository for the Lux AI Challenge, season 2 (NeurIPS 23). Hosted on @kaggle

Qlearning_trading ⭐ 383

Learning to trade under the reinforcement learning framework

Baby Steps Of Rl Ja ⭐ 380

Pythonで学ぶ強化学習 -入門から実践まで- サンプルコード

A3c_trading ⭐ 378

Trading with recurrent actor-critic reinforcement learning

DrQ: Data regularized Q

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

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

Reinforcement_learning_tutorial_with_demo ⭐ 357

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Hands On Rl ⭐ 357

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

Safe Reinforcement Learning Baselines ⭐ 349

The repository is for safe reinforcement learning baselines.

Meta Rl ⭐ 332

Implementation of Meta-RL A3C algorithm

Rltrader ⭐ 324

파이썬과 케라스를 이용한 딥러닝/강화학습 주식투자 - 퀀트 투자, 알고리즘 트레이딩을 위한 최첨단 해법 입문 (개정판)

Trust Region Policy Optimization with TensorFlow and OpenAI Gym

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Artificial Intelligence Projects ⭐ 280

Collection of Artificial Intelligence projects.

RAD: Reinforcement Learning with Augmented Data

Dinoruntutorial ⭐ 254

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

Multihopkg ⭐ 252

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

Rlquant ⭐ 245

Applying Reinforcement Learning in Quantitative Trading

Machine Learning Notebooks ⭐ 241

Machine Learning notebooks for refreshing concepts.

Machine Learning Goodness ⭐ 235

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

Pytorch_sac ⭐ 232

PyTorch implementation of Soft Actor-Critic (SAC)

Release ⭐ 232

Deep Reinforcement Learning for de-novo Drug Design

Np Hard Deep Reinforcement Learning ⭐ 231

pytorch neural combinatorial optimization

Reinforcement Learning An Introduction ⭐ 222

Solutions to exercises in Reinforcement Learning: An Introduction (2nd Edition).

Applied Reinforcement Learning ⭐ 219

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

Aleph_star ⭐ 209

Reinforcement learning with A* and a deep heuristic

Tensorflow2 Deep Reinforcement Learning ⭐ 203

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

Dl Course ⭐ 201

Deep Learning with Catalyst

Rl_learn ⭐ 196

我的强化学习笔记和学习材料📖 still updating ... ...

Neuro Nav ⭐ 185

A library for neuroscience-inspired navigation and decision making research.

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

Indaba Pracs 2022 ⭐ 151

Notebooks for the Practicals at the Deep Learning Indaba 2022.

2048 Deep Reinforcement Learning ⭐ 150

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

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

Icychesszero ⭐ 143

中国象棋alpha zero程序

Modular Rl ⭐ 140

[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"

Machine Learning And Reinforcement Learning In Finance ⭐ 135

Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering

Rl Quadcopter ⭐ 130

Teach a Quadcopter How to Fly!

Rl Colab Notebooks ⭐ 121

Colab notebooks part of the documentation of Stable Baselines reinforcement learning library

A 3D video game environment and benchmark designed from scratch for reinforcement learning research

Auction Gym ⭐ 113

AuctionGym is a simulation environment that enables reproducible evaluation of bandit and reinforcement learning methods for online advertising auctions.

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 Reinforcement Learning With Python ⭐ 107

Deep Reinforcement Learning with Python, Second Edition, published by Packt

Instructgoose ⭐ 100

Implementation of Reinforcement Learning from Human Feedback (RLHF)

Ctc Executioner ⭐ 97

Master Thesis: Limit order placement with Reinforcement Learning

Deep Reinforcement Learning For Trading

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

Recsim_ng ⭐ 93

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

60_days_rl_challenge ⭐ 92

60_Days_RL_Challenge中文版

Advanced Deep Learning And Reinforcement Learning Deepmind ⭐ 87

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

Reinforcementlearning Atarigame ⭐ 87

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

Mindwave ⭐ 86

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.

Chrome Dino Reinforcement Learning ⭐ 85

An RL implementation in Keras

Deep Reinforcement Learning ⭐ 84

Introduction to Deep Reinforcement Learning

Robust Multitask Rl ⭐ 84

Machine Learning Course Project Skoltech 2018

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