Ross ROSS = Recommend OSS · open-source software intelligence for agents

enzoampil/fastquant

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code! observed · 2026-08-28

github.com/enzoampil/fastquant · Jupyter Notebook · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2625
  • days_rel: n/a
  • days_push: 1083
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1754 stars · 262 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

fastquant is a Python library that makes backtesting and optimizing trading strategies accessible with as few as 3 lines of code. It also provides easy access to historical stock data from Yahoo Finance and the Philippine Stock Exchange, as well as crypto data from Binance.

Use cases

  • backtest a trading strategy with minimal code
  • optimize parameters of a moving average crossover strategy
  • fetch historical stock data for analysis
  • pull crypto price data from Binance
  • apply machine learning to trading strategies
  • learn quantitative finance with Python

When to choose

  • you want quick, simple backtesting of trading strategies in Python
  • you need easy access to Yahoo Finance, PSE, or Binance historical data
  • you are a beginner in quantitative finance or algo trading

When to avoid

  • you need high-performance, production-grade backtesting with fine-grained control
  • you require real-time trading execution or broker integration
  • you need data sources beyond Yahoo Finance, PSE, or Binance

Facets

library · maturity maintenance

machine-learning data-science trading fintech data-science machine-learning python backtesting trading-strategies quantitative-finance stocks cryptocurrency algotrading

2 sources

Member repositories

RepositoryRoleHealth v2
enzoampil/fastquantmain32

For agents

markdown · JSON · MCP: product_card(name="enzoampil/fastquant")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem