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deep-reinforcement-stock-trading

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

deep-reinforcement-trading-with-predictable-returns

Reinforcement Learning framework to make synthetic experiments in the financial domain

deep-rl-learning

deep-rl-trader

Deep RL Trader (Duel DQN) with Keras-RL

deep-robust-statistical-arbitrage

This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NETWORKS"

deep-time-series

Deep learning PyTorch library for time series forecasting

deep-time-series-1

deep-value-investing

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepddi

deepdow

Portfolio optimization with deep learning.

deepertradelibrary

Library for DeeperTrade Courses

deepfivalue

deepforex

This is a deep learning tool for forex data using gym

deephaven-ib

An Interactive Brokers integration for Deephaven

deephft

Deep learning for high frequency trading (trend-based and noise-based)

deeplearnhw

deeplearning

deeplearning-trader

backtrader with DRL ( Deep Reinforcement Learning)

deeplearningforexbot

An attempt to create a FOREX bot that uses deep learning to predict the prices of currency pairs based on past prices and simple moving averages. The deep learning model is built and trained using TensorFlow.

deeplearningfortimeseriesforecasting

A tutorial demonstrating how to implement deep learning models for time series forecasting

deepmeanreversion

How to apply Deep Learning to create a mean reverting portfolio

deepquant

deep learning based auto trader

deepred

An autonomous neural network training and execution pipeline for algo-assisted foreign exchange trading.

deeprlvaluetrading

EodHistoricalData Code for masters thesis let a Deep RL agent learn how to trade stocks.

deepspeech-quran

A TensorFlow implementation of Baidu's DeepSpeech architecture

deepstock

Technical experimentations to beat the stock market using deep learning :chart_with_upwards_trend:

deeptemplate

fastquant

deepthought

DeepThought is an algorithmic cryptocurrency trading bot.

deeptime

PyTorch code for DeepTIMe: Deep Time-Index Meta-Learning for Non-Stationary Time-Series Forecasting