Analytics

Trading Analytics, Performance Metrics, Statistics and Portfolio Optimization

RepoSiteStarsIssuesContributorsVersionLast PublishForksWatchers
quantstats (opens in a new tab)4936109270.0632024-10-25854115
skfolio (opens in a new tab) (opens in a new tab)1212810v0.5.02024-11-0410125
Riskfolio-Lib (opens in a new tab) (opens in a new tab)30660452079
PyPortfolioOpt (opens in a new tab) (opens in a new tab)45157830PyPortfolioOpt v1.4.12021-05-06957134
ffn (opens in a new tab)20302130v1.1.12024-11-0230066
pyfolio-reloaded (opens in a new tab) (opens in a new tab)387730MAINT: Fix version conflicts2024-05-1411023
alphalens-reloaded (opens in a new tab) (opens in a new tab)310218v0.4.42024-05-147013
empyrical-reloaded (opens in a new tab) (opens in a new tab)510200.5.112024-09-25255

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.