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awesome-quant

**的Quant相关资源索引

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bayesianneuralnetwork

a repo sharing Bayesian Neural Network recent papers

cs_offer

计算机学科基础知识和主流编程语言相关内容的总结

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-models

Implementation of a couple deep learning models using TensorFlow

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.

deeprl

Highly modularized implementation of popular deep RL algorithms powered by PyTorch

densenet-tensorflow

DenseNet Implementation in Tensorflow

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

dqn_for_trading

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

instanas

⚡️ [AAAI'20][ICML'19 AutoML] InstaNAS: Instance-aware Neural Architecture Search

mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

magic_init

ml-paper-reading

notes of paper reading in machine leaning field

msdnet

Multi-Scale Dense Convolutional Networks for Efficient Prediction

p2p

policy_gradient_cartpole_v0

softmax policy based on policy gradient to solve gym

python-study

学习python过程中的一些练手小程序

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

reinforcement-learning

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

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

reinforcement_learning_project

自己实现的一些强化学习算法

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

trading-brain

Framework for deep learning in Trading-Gym environment

tutorials

机器学习相关教程

vision_networks

Repo about neural networks for images handling