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awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

awsglue-sagemakerdebugger

Demo of using AWS Glue and SageMaker Debugger

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

ddrl_trading

Deep Direct Recurrent Reinforcement Learning to learn trading system

deep-direct-reinforcement-learning-for-financial-signal-representation-and-trading

A deep learning model for Financial Signal Representation and Trading

deep-hedging

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deep-reinforcement-learning-for-stock-trading

An implementation of Deep Reinforcement Learning agents (DDQN, Dueling, Distributional, A2C, etc.) for stock trading

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

dl_forfinance

This git repository is based on the work of J.Heaton, N.Polson and J.Witte and their articleDeep Learning for Finance: Deep Portfolios. This paper let us explore the use of deeplearning models for problems in financial prediction and classification. Our goal isto show how applying deep learning methods to these problems can produce betteroutcomes than standard methods in finance or in Machine Learning

example-hftish

Example Order Book Imbalance Algorithm

fdrnn

Deep Direct Reinforcement Learning for Financial Signal Representation and Trading

financial-signal-processing-and-machine-learning

This repository explores several signal processing and machine learning techniques applied in the financial markets.

fingan

The implementation of "modeling financial time-series with generative adversarial networks"

ganhacks

starter from "How to Train a GAN?" at NIPS2016

hedgingrl

Hedging portfolios with reinforcement learning.

hft-cnn

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

ipythonscripts

Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning

keras-rl

Deep Reinforcement Learning for Keras.

lydia

machine-learning-yearning

Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖

marketgan

Implementing a Generative Adversarial Network on the Stock Market

mdp-dp-rl

Markov Decision Processes, Dynamic Programming and Reinforcement Learning

ml-notes

notes about machine learning

myrepo

testing my setup

neural-finance

Neural Network for HFT-trading [experimental]

newqstrader

trading

numerai

Machine Learning Hedge Fond

pandas-datareader

Extract data from a wide range of Internet sources into a pandas DataFrame.