Predictive Modeling Python Packages

dalex

moDel Agnostic Language for Exploration and eXplanation

smt

Surrogate Modeling Toolbox

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.

penaltyblog

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

rustystats

Fast Generalized Linear Models with a Rust backend - statsmodels compatible

mlr

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

sktutor

sktutor helps your machines learn

timemachines

Evaluation and standardization of autonomous time series prediction

getml

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

pytolemaic

Toolbox for analysis of model's quality and model's description. For further details see

spkit

Signal Processing Toolkit, including ML models with visualization

haro

Haro.ai Python Library

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

textregress

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

trilearn

Bayesian structure learning and classification in decomposable graphical models.

atlantic

Atlantic: Automated Data Preprocessing Framework for Machine Learning

featrixclient

Featrix Open Source

modelcreator

Simple python package for creating predictive models

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.

autopredict

Autopredict is a package to automate Machine learning model selection/ feature selection tasks

pyncov

Flexible mechanistic epidemiological model to learn and predict the spread of COVID-19

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