AmpyFin v3.0.1

AmpyFin v3.0.1 is a smart trading tool designed to help users trade securities easily. Created by experts in machine learning and medical research, this system uses a technique called Ranked Ensemble Learning to make trading decisions.

Key Features

AmpyFin''s standout feature is its use of Ranked Ensemble Learning. This method combines multiple trading strategies. The system ranks and weights these strategies based on recent portfolio value changes and trade success ratios. This means it adapts to market conditions, giving users a more flexible trading tool.

Another key aspect is its data source. Initially, AmpyFin used data from Intrinio on a 1-minute tick, but plans are underway to switch to free data from yfinance on a 1-day tick. This change aims to make the system more accessible and cost-effective.

Benefits

One of the biggest benefits of AmpyFin is its performance. Since its launch three weeks ago, it has achieved an 11% upside, beating major benchmarks. A recent update on January 3, 2025, has boosted performance even further, with a 25% increase this month in live trading. The system''s metrics, such as max drawdown, R, Sortino, and Sharpe ratio, have also improved significantly.

AmpyFin is open source. This means users can test and customize the system to fit their trading styles. The community, particularly from the r/algotrading subreddit, has provided valuable feedback and support.

Use Cases

AmpyFin is ideal for traders looking to leverage advanced algorithms without having to build their own systems from scratch. Its adaptability makes it suitable for various trading strategies and market conditions.

The system''s open-source nature also makes it a great tool for developers and researchers who want to experiment with algo trading and contribute to its development.

Cost/Price

The product is an open-source algo trading system, which means it is free to use. Users can access the system through its GitHub repository and website, allowing them to test and customize it according to their needs without any cost.

Funding

The article does not provide specific funding details for AmpyFin.

Reviews/Testimonials

AmpyFin has received valuable feedback and encouragement from the community, particularly from the r/algotrading subreddit. Users appreciate the system''s performance and adaptability, making it a popular choice among algo traders.