HENG ZHANG's starred repositories
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).
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, ... 🧠
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