MaxHalford / prince
Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
☆1,321Updated last month
Alternatives and similar repositories for prince:
Users that are interested in prince are comparing it to the libraries listed below
- Extra blocks for scikit-learn pipelines.☆1,306Updated last month
- Python implementations of the Boruta all-relevant feature selection method.☆1,550Updated 6 months ago
- [HELP REQUESTED] Generalized Additive Models in Python☆886Updated 8 months ago
- python partial dependence plot toolbox☆850Updated 5 months ago
- Statistical package in Python based on Pandas☆1,686Updated 2 months ago
- Code to compute permutation and drop-column importances in Python scikit-learn models☆607Updated 4 months ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆606Updated last year
- A set of data tools in Python☆500Updated last month
- Feature engineering package with sklearn like functionality☆1,987Updated 2 weeks ago
- Survival analysis built on top of scikit-learn☆1,163Updated this week
- machine learning with logical rules in Python☆629Updated last year
- moDel Agnostic Language for Exploration and eXplanation☆1,402Updated last week
- Predictive Power Score (PPS) in Python☆1,122Updated last month
- ML-Ensemble – high performance ensemble learning☆847Updated last year
- Multiple Pairwise Comparisons (Post Hoc) Tests in Python☆358Updated 2 months ago
- Prepping tables for machine learning☆1,297Updated this week
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆2,773Updated last week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,763Updated 2 years ago
- ☆752Updated last year
- Python implementation of the rulefit algorithm☆414Updated last year
- A library of sklearn compatible categorical variable encoders☆2,423Updated last month
- Survival analysis in Python☆2,409Updated 3 months ago
- Clean APIs for data cleaning. Python implementation of R package Janitor☆1,396Updated this week
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,425Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,312Updated 4 months ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆798Updated 2 years ago
- A Python library for dynamic classifier and ensemble selection☆485Updated 10 months ago
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,618Updated 3 months ago
- Leave One Feature Out Importance☆827Updated this week
- A template for scikit-learn extensions☆329Updated 3 weeks ago