irls

A python implementation of linear classification algorithm (including Probabilistic Generative Model, Probabilistic Discriminative Model). (See Pattern Recognition and Machine Learning, Bishop)

machine-learning regression artificial-intelligence pca classification logistic-regression lda softmax-regression bishop newton-raphson irls probabilistic-generative-model probabilistic-discriminative

Updated Apr 11, 2017
Python

vsmolyakov / opt

Star

optimization

optimization sdp simulated-annealing cvx irls

Updated May 14, 2018
MATLAB

jaeho3690 / LogisiticRegression

Star

This is the implementation of Iterative Reweighted Least Square Optimization of Logistic Regression

python cross-validation logistic-regression irls bihshop

Updated Dec 13, 2020
Jupyter Notebook

TRI-MUPE / Useful_Reading

Star

Recommended reading material pertaining to MUPE and other multiplicative error regression techniques

ping regression least-squares constrained-optimization levenberg-marquardt nonlinear-optimization maximum-likelihood-estimation irls regression-algorithms mle lols grg nonlinear-regression cobyla zmpe mupe mrln grmln

Updated Mar 26, 2021

Improve this page

Add a description, image, and links to the irls topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the irls topic, visit your repo's landing page and select "manage topics."

Learn more