Repository Index

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

• cnn
• rnn
• detection
• classification

Open Machine Learning course

• machine-learning
• python
• course
• deep-learning

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

• ai
• deep-learning
• deeplearning
• machine-learning

Massively parallel rigidbody physics simulation on accelerator hardware.

• jax
• reinforcement-learning
• robotics
• physics-simulation

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

• finance
• fintech
• pytorch
• reinforcement-learning

Quantitative analysis, strategies and backtests

• quantitative-finance
• quantitative-trading
• portfolio-management
• risk-management

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

Bayesian optimisation & Reinforcement Learning library developed by Huawei Noah's Ark Lab

Solutions of Reinforcement Learning, An Introduction

• reinforcement-learning
• exercise-solutions
• self-study
• solutions

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

• nlp
• text-classification
• text-matching
• information-extraction

A repo for data science related questions and answers

• data-science
• machine-learning
• deep-learning
• sql

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

• ai
• fine-tuning
• model-training
• nemotron

Deep Reinforcement Learning: Zero to Hero!

• deep-reinforcement-learning
• reinforcement-learning
• deep-learning
• machine-learning

Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

• reinforcement-learning
• tensorflow

Chess reinforcement learning by AlphaGo Zero methods.

• reinforcement-learning
• keras
• alphago-zero
• tensorflow

TensorForce Bitcoin Trading Bot

Environment for reinforcement-learning algorithmic trading models

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

Deep Reinforcement Learning for de-novo Drug Design

• deeplearning
• reinforcement-learning
• cheminformatics
• molecular-modeling

Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.