Logistic Regression Python Packages

abess

Fast Best-Subset Selection Library

21K 483 43

clogistic

Logistic regression with bound and linear constraints. L1, L2 and Elastic-Net regularization.

16K 33 6

rlr

Regularized Logistic Regression

11K 11 9

classicml

An easy-to-use ML framework

3K 10 2

fukuml

Simple machine learning library

3K 284 71

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.

2K 172 60

skorecard

scikit-learn compatible tools for building credit risk acceptance models

1K 111 32

stattools

Statistical learning and inference algorithms implemented in Python 3

1K 2 2

polynomial-regression-model

Python package that analyses the given datasets and comes up with the best regression representation with either the smallest polynomial degree possible, to be the most reliable without overfitting or other models such as exponentials and logarithms

1K 3 0

spkit

Signal Processing Toolkit, including ML models with visualization

1K 37 33

classicml-python

An easy-to-use ML framework

973 10 2

text-classification-baseline

TF-IDF + LogReg baseline for text classification

871 61 4

nueramic-mathml

Math algorithms in ML on torch

784 2 0

ml-python

The easiest way to do machine learning

752 17 3

persian-sentiment-analyzer

This repository contains code and tools for sentiment analysis of Persian customer reviews and feedback. Using Natural Language Processing (NLP) techniques, this project helps you transform Persian customer reviews into interpretable data and gain valuable insights to enhance the shopping experience.

498 3 2