Search Packages

statsmodels

Statsmodels: statistical modeling and econometrics in Python

bambi

BAyesian Model-Building Interface (Bambi) in Python.

orbit-ml

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

stargazer

Python implementation of the R stargazer multiple regression model creation tool

myfm

Yet another Bayesian factorization machines.

pyprocessmacro

A Python library for moderation, mediation and conditional process analysis.

dominance-analysis

This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal resource allocation models.

statstests

Statstests: a Python package that provides a complement of process and statistical tests for statsmodels statistical models.

galpynostatic

A Python/C++ package with physics-based and data-driven models to predict optimal conditions for fast-charging lithium-ion batteries.

sparsereg

a collection of modern sparse (regularized) linear regression algorithms.

bess

Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis

peak-engines

Deterministic algorithms for objective Bayesian inference and hyperparameter optimization

hlr

HLR - Hierarchical Linear Regression in Python

py-math-ext

A Hybrid Symbolic-Numeric Mathematics Engine

appelpy

Applied Econometrics Library for Python

greybox

Toolbox for model building and forecasting

trust-free

TRUST - Decision Trees with Sparse Elastic Net leaves, Random Forest accuracy and automated explanations

midlearn

A scikit-learn compatible Python wrapper of the midr R package

intelelm

IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine

genetest

Python package for efficient genetic association analyses

metaperceptron

MetaPerceptron: A Standardized Framework for Metaheuristic-Trained Multi-Layer Perceptron

statsassume

Automating Assumption Checks for Regression Models

flexcv

Easy and flexible nested cross validation for tabular data in python.

stackboost

Open source gradient boosting library