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bashtage
linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

384K 1K 190
cerlymarco
linear-tree

A python library to build Model Trees with Linear Models at the leaves.

17K 389 61
LinearBoost
linearboost

LinearBoost Classifier is a rapid and accurate classification algorithm that builds upon a very fast, linear classifier.

2K 228 22
Sm00thix
cvmatrix

Computation of training set (X^T * W * X) and (X^T * W * Y) or (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algorithms by Engstrøm and Jensen (2025).

1K 21 2
098765d
dualpredictor

Package offers simultaneous regression and binary classification especially for educational data

932 0 0
adc-trust-ai
trust-free

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

592 13 0
wecarsoniv
augmented-pca

Repository for the AugmentedPCA Python package.

480 13 0
biomedbigdata
dysregnet

Inferring patient-specific regulatory alterations

284 4 1
Mogeng
iohmm

A python library for Input Output Hidden Markov Models

277 175 37
interpretml
interpret-text

Microsoft Interpret Text SDK for Python

251 432 68
lamyj
slimp

Linear models with Stan and Pandas

212 0 0
felixpatzelt
priceprop

Calibrate and simulate linear propagator models for the price impact of an extrinsic order flow.

131 24 10
markdouthwaite
py-lingo

Utilities for saving Scikit-Learn Linear Models in HDF5 format.

77 0 0
ThomasGust
elastic-st

A python data science library to build and analyze biological networks from spatial transcriptomics data. Allows inclusion of spatial information into the networks, going a step beyond graphs derived from scRNA-seq techniques.

30 2 0
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