AmpyFin
Machine learning trading bot that trades while also training
Listed in categories:
GitHubTechInvesting
Description
AmpyFin is an advanced AI-powered trading bot designed for the NASDAQ100, providing users with the ability to have expert traders working for them 24/7. It utilizes various data sources and machine learning algorithms to adapt to market conditions and optimize trading strategies.
How to use AmpyFin?
To use AmpyFin, clone the repository, install the required dependencies, configure your API keys and MongoDB credentials, and run the bot using two separate terminal commands for the ranking and trading clients.
Core features of AmpyFin:
1️⃣
AI-powered trading bot for NASDAQ100
2️⃣
Dynamic ranking system for trading strategies
3️⃣
Real-time market monitoring
4️⃣
Secure data storage in MongoDB
5️⃣
Multiple trading strategies including Mean Reversion and Momentum
Why could be used AmpyFin?
| # | Use case | Status | |
|---|---|---|---|
| # 1 | Automated trading for individual investors | ✅ | |
| # 2 | Portfolio management for financial advisors | ✅ | |
| # 3 | Market analysis and strategy optimization for traders | ✅ | |
Who developed AmpyFin?
AmpyFin is developed by Yeon Lee, who has incorporated machine learning techniques to create a trading bot that not only executes trades but also continuously learns and adapts to market conditions.