Top 3 trading-bot Open-Source Projects

awesome-deep-trading

37 1,395 0.0

List of awesome resources for machine learning-based algorithmic trading

Project mention: awesome-deep-trading: curated list of papers/repos on topics like CNN/LSTM/GAN/Reinforcement Learning etc. Categorized as deep learning for now but there are other topics here. Manually maintained by cbailes Deep Learning And Reinforcement Learning - | /r/algoprojects | 2023-09-08

intelligent-trading-bot

25 745 8.5 Python

Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

Project mention: TimeGPT-1 | news.ycombinator.com | 2023-10-13

I agree that the conventional (numeric) forecasting can hardly benefit from the newest approaches like transformers and LLMs. I made such a conclusion while working on the intelligent trading bot [0] by experimenting with many ML algorithms. Yet, there exist some cases where transformers might provide significant advantages. They could be useful where the (numeric) forecasting is augmented with discrete event analysis and where sequences of events are important. Another use case is where certain patterns are important like those detected in technical analysis. Yet, for these cases much more data is needed.
[0] https://github.com/asavinov/intelligent-trading-bot Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Binance-Futures-Trading-Bot

2 502 6.7 Python

A Technical Analysis Bot that trades leveraged USDT futures markets on Binance.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).