DCHzhang

PGPortfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

DeepTrader

Literature

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

DeepRL

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

reinforcement_learning_phasic_policy_gradient

Deep Reinforcement Learning by using Phasic Policy Gradient in Pytorch & Tensorflow

PPOxFamily

PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

DFM-Nowcaster

A dynamic factor model to nowcast quarterly GDP using many high-frequency series. Implemented in Python

annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

wide-and-deep-in-keras

This codes is used for computing the CTR in a recommendation system.

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

2019-Autumn-recruitment-experience

2019届秋招面经集合

gym

A toolkit for developing and comparing reinforcement learning algorithms.