Thunder-Fire

Thunder-Fire's Stars

• Jiangtao-Hao/NSGA-II

  Language:Python356

• Operations-Research-Science/Ebook-Linear_Programming

  569161

• xianqiu/opt-alg-tutorials

  Language:Python3636

• microsoft/qlib

  Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

  Language:Python15.5k2.6k

• Skylark0924/Machine-Learning-is-ALL-You-Need

  🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

  Language:Python38992

• xianhu/LearnPython

  以撸代码的形式学习Python

  Language:Jupyter Notebook7.7k4k

• notadamking/RLTrader

  A cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

  Language:Python1.7k537

• kh-kim/stock_market_reinforcement_learning

  This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

  Language:Python791321

• PaddlePaddle/MetaGym

  Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.

  Language:Python27759

• dragen1860/Deep-Learning-with-TensorFlow-book

  深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

  Language:Jupyter Notebook13.2k4.1k

• Rachnog/Deep-Portfolio-Management

  Source code for the blog post on the evolution of the asset allocation methods

  Language:Jupyter Notebook212105

• openai/spinningup

  An educational resource to help anyone learn deep reinforcement learning.

  Language:Python10.2k2.2k

• thu-ml/tianshou

  An elegant PyTorch deep reinforcement learning library.

  Language:Python8k1.1k

• tensorflow/agents

  TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

  Language:Python2.8k722

• dennybritz/reinforcement-learning

  Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

  Language:Jupyter Notebook20.6k6k

• TianhongDai/reinforcement-learning-algorithms

  This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

  Language:Python665109

• openai/baselines

  OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

  Language:Python15.8k4.9k

• Ceruleanacg/Personae

  📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

  Language:Python1.4k341

• ljpzzz/machinelearning

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

  Language:Jupyter Notebook8.3k3.7k

• zhangchuheng123/iQuant

  Language:HTML15333

• higgsfield/RL-Adventure

  Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

  Language:Jupyter Notebook3k589

• firmai/machine-learning-asset-management

  Machine Learning in Asset Management (by @firmai)

  Language:Jupyter Notebook1.7k458

• TingsongYu/PyTorch_Tutorial

  《Pytorch模型训练实用教程》中配套代码

  Language:Python7.5k1.7k

• gohsyi/trading_strategy

  Course project of SJTU EE359 Data Mining (advised by Prof. Bo Yuan), where we use reinforcement learning to decide trading strategy.

  Language:Python5

• AshengLin/FDRNN

  Deep Direct Reinforcement Learning for Financial Signal Representation and Trading(http://cslt.riit.tsinghua.edu.cn/mediawiki/images/a/aa/07407387.pdf)

  Language:Python2819

• nexuslrf/Financial-DataMining

  predict future stock price by machine learning algorithms, SJTU EE359 DataMining

  Language:Jupyter Notebook41

• ShangtongZhang/reinforcement-learning-an-introduction

  Python Implementation of Reinforcement Learning: An Introduction

  Language:Python13.6k4.8k

• deependersingla/deep_trader

  This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

  Language:Python1.5k505

• devsisters/DQN-tensorflow

  Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

  Language:Python2.5k762

• nithinsethu/Deep-Direct-Reinforcement-Learning-for-Financial-Signal-Representation-and-Trading

  A deep learning model for Financial Signal Representation and Trading

  Language:Jupyter Notebook7050