xkaple00 / deep-reinforcement-learning-for-crypto-trading
☆50Updated 11 months ago
Alternatives and similar repositories for deep-reinforcement-learning-for-crypto-trading:
Users that are interested in deep-reinforcement-learning-for-crypto-trading are comparing it to the libraries listed below
- We introduce the first end-to-end Deep Reinforcement Learning based framework for active high frequency trading.☆64Updated last year
- This repository is for the demonstration of our work, "Market Making with Deep Reinforcement Learning from Limit Order Books"☆59Updated 2 years ago
- ☆106Updated 9 months ago
- Reinforcement Learning package for Finance☆117Updated last year
- High-frequency statistical arbitrage☆181Updated last year
- WATERMELON: Multi-Agent Reinforcement Learning Based Algorithmic Stock Trading System with GUI Application☆16Updated 2 years ago
- Notes on Advances in Financial Machine Learning☆78Updated 6 years ago
- This repository contains the main code used in the paper "Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limi…☆55Updated 2 years ago
- Deep Q-Learning Applied to Algorithmic Trading☆27Updated last week
- A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.☆158Updated 5 years ago
- Pair Trading Strategy using Machine Learning written in Python☆116Updated 2 years ago
- Collection of indicators that I used in my strategies.☆52Updated 3 weeks ago
- CS7641 Team project☆94Updated 4 years ago
- ☆25Updated 2 years ago
- A financial trading method using machine learning.☆60Updated 2 years ago
- This Python package manages methods to reshape tick by tick data for order flow analysis☆89Updated 3 weeks ago
- ☆32Updated 4 years ago
- ☆96Updated 2 years ago
- Stock trading strategies play a critical role in investment. However, it is challenging to design a profitable strategy in a complex and …☆42Updated 3 years ago
- The Short-Term Predictability of Returns in Order Book Markets: A Deep Learning Perspective.☆43Updated last year
- This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NE…☆62Updated last year
- This repo contains some codes and outputs of my implementation of DeepLOB model.☆82Updated 4 years ago
- A trading bitcoin agent was created with deep reinforcement learning implementations.☆32Updated 3 years ago
- Research Repo (Archive)☆73Updated 4 years ago
- backtrader with DRL ( Deep Reinforcement Learning)☆66Updated last year
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆102Updated 6 years ago
- An open-source framework for reduction of overfitting of DRL agents in Finance☆68Updated 2 years ago
- ☆37Updated 3 years ago
- Collection of notebooks and scripts related to financial engineering, quant-research and algo-trading.☆60Updated 8 months ago
- TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets☆33Updated last year