deep-trading-agent and deep-RL-trading

deep-trading-agent
51
Established
deep-RL-trading
50
Established
Maintenance 0/25
Adoption 10/25
Maturity 16/25
Community 25/25
Maintenance 0/25
Adoption 10/25
Maturity 16/25
Community 24/25
Stars: 792
Forks: 206
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
Stars: 360
Forks: 123
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
Stale 6m No Package No Dependents
Stale 6m No Package No Dependents

About deep-trading-agent

samre12/deep-trading-agent

Deep Reinforcement Learning based Trading Agent for Bitcoin

This project helps cryptocurrency traders develop an automated trading strategy for Bitcoin. It takes historical Bitcoin price data as input and trains a Deep Reinforcement Learning agent to make optimal 'buy', 'sell', or 'hold' decisions. The output is a trading agent capable of making these decisions autonomously. It's designed for quantitative traders and financial analysts who want to apply machine learning to Bitcoin trading.

cryptocurrency-trading algorithmic-trading bitcoin-analysis quantitative-finance financial-modeling

About deep-RL-trading

golsun/deep-RL-trading

playing idealized trading games with deep reinforcement learning

This project helps quantitative traders develop and test automated trading strategies. It takes historical market data as input and provides an optimized trading strategy for momentum or arbitrage opportunities as output. Traders and quantitative analysts seeking to apply machine learning to financial markets would use this.

quantitative-trading algorithmic-trading financial-modeling market-arbitrage momentum-strategies

Related comparisons

deep-trading-agent and QLearning_Trading deep-trading-agent and Deep-RL-Stocks deep-trading-agent and Reinforcement-Learning-for-Market-Making deep-trading-agent and trade-rl

Scores updated daily from GitHub, PyPI, and npm data. How scores work