edtechre/pybroker
Algorithmic Trading in Python with Machine Learning observed · 2026-10-13
Health v2 · maintenance only
92/100
- Activity 98
- Release rhythm 80
- Longevity 98
Flags: no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: 58.0
- age_days: 1374
- days_rel: 54
- days_push: 15
- n_releases_24m: 11
Adoption not part of the score
3611 stars · 459 forks observed · 2026-10-13
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
PyBroker is a Python framework for developing algorithmic trading strategies with a focus on machine learning. It provides a fast NumPy/Numba-based backtesting engine, model training with walkforward analysis, and data integration from sources like Alpaca and Yahoo Finance.
Use cases
- backtest algorithmic trading strategies in python
- train machine learning models for stock trading
- run walkforward analysis on a trading strategy
- optimize trading strategy parameters with optuna
- download historical stock data for backtesting
- test trading strategies across multiple time intervals
- backtest crypto trading strategies
When to choose
- you want to combine machine learning with systematic trading strategy development
- you need fast backtesting across multiple instruments in Python
- you want realistic simulation of strategy performance via walkforward analysis
When to avoid
- you need live order execution against a broker out of the box
- you want a no-code or GUI trading platform
- you need options or fixed-income asset classes rather than equities and crypto
Facets
framework · maturity active
machine-learning benchmarking caching data-science fintech machine-learning data-science python algorithmic-trading backtesting quantitative-finance trading-strategies walkforward-analysis stocks numba cryptocurrency
1 source
- readme: https://github.com/edtechre/pybroker · fetched 2026-10-13 · 41159b1011da
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| edtechre/pybroker | main | 92 |
For agents
markdown · JSON · MCP: product_card(name="edtechre/pybroker")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem