Predictive Modeling Python Packages

dalex

moDel Agnostic Language for Exploration and eXplanation

40K 1K 170

smt

Surrogate Modeling Toolbox

29K 876 227

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.

27K 887 135

mlr

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

22K 35 10

penaltyblog

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

22K 163 19

rustystats

Fast Generalized Linear Models with a Rust backend - statsmodels compatible

15K 6 1

sktutor

sktutor helps your machines learn

3K 2 1

timemachines

Predict time-series with one line of code.

2K 437 54

getml

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

2K 241 20

haro

Haro.ai Python Library

1K 1 2

pytolemaic

Package for ML model analysis

1K 10 3

spkit

Signal Processing Toolkit, including ML models with visualization

1K 37 33

textregress

A package for performing advanced regression on text data using unified deep learning framework.

1K 7 2

modelcreator

Machine Learning package for quick fast model generation and comparison

959 6 0

atlantic

Atlantic: Automated Data Preprocessing Framework for Machine Learning

714 33 7

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

566 12 2

henosis

A Python framework for deploying recommendation models for form fields.

515 10 3

trilearn

Bayesian structure learning and classification in decomposable graphical models.

504 11 5

featrixclient

Featrix Open Source

502 5 1

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.

464 2 0