Analytics

Trading Analytics, Performance Metrics, Statistics and Portfolio Optimization

RepoSiteStarsIssuesContributorsVersionLast PublishForksWatchers
quantstats (opens in a new tab)4810100270.0.622023-07-06840109
skfolio (opens in a new tab) (opens in a new tab)115599v0.4.12024-09-229525
Riskfolio-Lib (opens in a new tab) (opens in a new tab)29911451078
PyPortfolioOpt (opens in a new tab) (opens in a new tab)44257330PyPortfolioOpt v1.4.12021-05-06948132
ffn (opens in a new tab)19892130v1.1.02024-08-0629664
pyfolio-reloaded (opens in a new tab) (opens in a new tab)366730MAINT: Fix version conflicts2024-05-1411023
alphalens-reloaded (opens in a new tab) (opens in a new tab)292218v0.4.42024-05-146612
empyrical-reloaded (opens in a new tab) (opens in a new tab)480200.5.112024-09-25245

quantstats

PyPIPyPI downloadsPyPI - Support Python Versions
Portfolio analytics for quants, written in Python

skfolio

PyPIPyPI downloadsPyPI - Support Python Versions
Python library for portfolio optimization built on top of scikit-learn

Riskfolio-Lib

PyPIPyPI downloadsPyPI - Support Python Versions
Portfolio Optimization and Quantitative Strategic Asset Allocation in Python

PyPortfolioOpt

PyPIPyPI downloadsPyPI - Support Python Versions
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

ffn

PyPIPyPI downloadsPyPI - Support Python Versions
ffn - a financial function library for Python

pyfolio-reloaded

PyPIPyPI downloadsPyPI - Support Python Versions
Portfolio and risk analytics in Python

alphalens-reloaded

PyPIPyPI downloadsPyPI - Support Python Versions
Performance analysis of predictive (alpha) stock factors

empyrical-reloaded

PyPIPyPI downloadsPyPI - Support Python Versions
Common financial risk and performance metrics. Used by zipline and pyfolio.