Top 6 Python crypto-trading Projects

nautilus_trader

3 1,533 10.0 Python

A high-performance algorithmic trading platform and event-driven backtester

Project mention: Is NautilusTrader compatible with MetaTrader5 Python Package? | /r/algotrading | 2023-06-21

I recently found NautilusTrader. According to NautilusTrader, it can be integrated with Brokers/Exchange that provides REST, WebSocket or FIX API. Not sure if there is a work around to integrate MetaTrader5 Python to NautilusTrader.

intelligent-trading-bot

25 733 8.6 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 sponsored

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.
shrimpy-python

1 122 2.1 Python

Shrimpy’s Developer Trading API is a unified way to integrating trading functionality across every major exchange. Collect historical market data, access real-time websockets, execute advanced trading strategies, and manage an unlimited number of users.
Twitter_Activated_Crypto_Trading_Bot

2 105 4.4 Python

Buys crypto through keyword detection in new tweets. Executes buy in 1 second and holds for a given time (e.g. Elon tweets 'doge', buys Dogecoin and sells after 5 minutes). Tested on Kraken and Binance exchanges
RSI-divergence-detector

1 69 0.0 Python

RSI divergence detector finds regular and hidden bullish and bearish divergences
Tradinhood

1 21 0.0 Python

Programmatically trading stocks, crypto, and options with Robinhood.

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). The latest post mention was on 2023-10-13.