Predictive Modeling Python Packages

smt

SMT: The Surrogate Modeling Toolbox

mlr

Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features

dalex

moDel Agnostic Language for Exploration and eXplanation

rustystats

Fast Generalized Linear Models with a Rust backend

penaltyblog

⚽ High-performance football analytics: build data pipelines, scrape data, model matches, rank teams, and bet smarter | Powered by www.pena.lt/y 🚀

retentioneering

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

sktutor

sktutor helps your machines learn

haro

Haro.ai Python Library

getml

Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.

prescale

Predict. Detect. Scale.

spkit

Signal Processing Toolkit, including ML models with visualization

modelcreator

Simple python package for creating predictive models

textregress

TextRegress is a Python package designed to help researchers perform advanced regression analysis on long-form text data.

pytolemaic

Package for ML model analysis

atlantic

Atlantic: Automated Data Preprocessing Framework for Machine Learning

pykingas

Implementation of the Revised Enskog Theory (RET) for computation of diffusion coefficients, thermal diffusion coefficients, viscosity and thermal conductivity using a range of different pair-potentials

trilearn

Bayesian predictive classification and structure learning in decomposable graphical models using particle Gibbs.

autopredict

auto-predict is a python library to automate building of prediciton models,feature selection and some more handy utilities used in building prediction models.

featrixclient

Featrix Open Source

confopt

A Library for Conformal Hyperparameter Tuning

mlconfound

Tools for analyzing and quantifying effects of counfounder variables on machine learning model predictions.

henosis

A Python framework for deploying recommendation models for form fields.

ensemble-integration

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

firets

A python multi-variate time series prediction library working with sklearn