Alternatives and similar repositories for pca

Users that are interested in pca are comparing it to the libraries listed below

• nickkunz / smogn
  Synthetic Minority Over-Sampling Technique for Regression
  ☆344Updated last year
• manuel-calzolari / sklearn-genetic
  Genetic feature selection module for scikit-learn
  ☆323Updated last year
• drazenz / heatmaps
  Better heatmaps in Python
  ☆136Updated 3 years ago
• maximtrp / scikit-posthocs
  Multiple Pairwise Comparisons (Post Hoc) Tests in Python
  ☆375Updated last week
• smazzanti / are_you_still_using_elbow_method
  ☆150Updated 2 years ago
• erdogant / distfit
  distfit is a python library for probability density fitting.
  ☆403Updated last week
• scikit-learn-contrib / scikit-learn-extra
  scikit-learn contrib estimators
  ☆196Updated last month
• AnotherSamWilson / miceforest
  Multiple Imputation with LightGBM in Python
  ☆390Updated last year
• cokelaer / fitter
  Fit data to many distributions
  ☆404Updated 3 months ago
• epsilon-machine / missingpy
  Missing Data Imputation for Python
  ☆246Updated last year
• yuenshingyan / MissForest
  Arguably the best missing values imputation method.
  ☆73Updated 8 months ago
• blent-ai / ALEPython
  Python Accumulated Local Effects package
  ☆170Updated 2 years ago
• AidanCooper / shap-analysis-guide
  How to Interpret SHAP Analyses: A Non-Technical Guide
  ☆56Updated 3 years ago
• predict-idlab / tsflex
  Flexible time series feature extraction & processing
  ☆430Updated last year
• leotac / joypy
  Joyplots in Python with matplotlib & pandas
  ☆600Updated last year
• parrt / random-forest-importances
  Code to compute permutation and drop-column importances in Python scikit-learn models
  ☆619Updated 5 months ago
• felixriese / susi
  SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
  ☆114Updated 7 months ago
• arvkevi / kneed
  Knee point detection in Python
  ☆789Updated 6 months ago
• olivertomic / hoggorm
  Explorative multivariate statistics in Python
  ☆80Updated 4 years ago
• cerlymarco / shap-hypetune
  A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
  ☆579Updated last year
• akanz1 / klib
  Easy to use Python library of customized functions for cleaning and analyzing data.
  ☆523Updated 2 weeks ago
• rileypsmith / sklearn-som
  A simple, rectangular self-organizing map with methods similar to clustering methods in Scikit Learn.
  ☆81Updated 2 years ago
• albahnsen / pycircular
  pycircular is a Python module for circular data analysis
  ☆104Updated 2 years ago
• shakedzy / dython
  A set of data tools in Python
  ☆505Updated 8 months ago
• fcomitani / simpsom
  Python library for Self-Organizing Maps
  ☆163Updated last year
• zhaokg / Rbeast
  Bayesian Change-Point Detection and Time Series Decomposition
  ☆335Updated last year
• ThomasBury / arfs
  All Relevant Feature Selection
  ☆140Updated 5 months ago
• Ekeany / Boruta-Shap
  A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
  ☆633Updated last year
• predict-idlab / powershap
  A power-full Shapley feature selection method.
  ☆210Updated last year
• cerlymarco / linear-tree
  A python library to build Model Trees with Linear Models at the leaves.
  ☆382Updated last year