ScottfreeLLC/AlphaPy
Python AutoML for Trading Systems and Sports Betting observed · 2026-08-28
Health v2 · maintenance only
40/100
- Activity 38
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3854
- days_rel: n/a
- days_push: 374
- n_releases_24m: 0
Adoption not part of the score
1745 stars · 274 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
AlphaPy is a Python machine learning framework built on scikit-learn, pandas, Keras, XGBoost, LightGBM, and CatBoost for building classification and regression pipelines. It includes MarketFlow for trading system development and portfolio analysis, and SportFlow for predicting sporting events.
Use cases
- build machine learning pipelines for stock market prediction
- backtest trading strategies with machine learning models
- predict sports game outcomes with classification models
- create stacked or blended ensembles of gradient boosting models
- analyze portfolio performance with pyfolio tear sheets
- run automated feature engineering on time series market data
When to avoid
- you need actively developed features - development has moved to AlphaPy Pro
- you need a modern Python 3.12 environment or meta-labeling support
- you want a general-purpose AutoML tool outside finance or sports domains
Facets
framework · maturity maintenance
machine-learning data-science benchmarking data-visualization etl machine-learning data-science fintech time-series sports python cross-platform automl trading-systems sports-betting backtesting scikit-learn marketflow sportflow ensemble-learning pyfolio legacy
2 sources
- readme: https://github.com/ScottfreeLLC/AlphaPy · fetched 2026-08-28 · 6e0e57f701c8
- registry_pypi: https://pypi.org/pypi/alphapy/json · fetched 2026-08-29 · 45d8d98c01d0
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| ScottfreeLLC/AlphaPy | main | 40 |
For agents
markdown · JSON · MCP: product_card(name="ScottfreeLLC/AlphaPy")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem