MaxHalford / princeLinks
Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
☆1,434Updated 2 weeks ago
Alternatives and similar repositories for prince
Users that are interested in prince are comparing it to the libraries listed below
Sorting:
- Statistical package in Python based on Pandas☆1,870Updated 3 weeks ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆945Updated last week
- Python implementations of the Boruta all-relevant feature selection method.☆1,615Updated 2 months ago
- python partial dependence plot toolbox☆862Updated last year
- Extra blocks for scikit-learn pipelines.☆1,380Updated last week
- Survival analysis built on top of scikit-learn☆1,263Updated 3 weeks ago
- Code to compute permutation and drop-column importances in Python scikit-learn models☆623Updated 10 months ago
- Machine learning with dataframes☆1,551Updated this week
- A set of data tools in Python☆511Updated 2 weeks ago
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,711Updated 2 months ago
- Hyper-parameter optimization for sklearn☆1,647Updated 9 months ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆643Updated last year
- machine learning with logical rules in Python☆659Updated 2 years ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,190Updated this week
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,568Updated 2 months ago
- Predictive Power Score (PPS) in Python☆1,172Updated 4 months ago
- Knee point detection in Python☆803Updated 3 months ago
- Multiple Pairwise Comparisons (Post Hoc) Tests in Python☆377Updated 4 months ago
- ML-Ensemble – high performance ensemble learning☆863Updated 2 years ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,395Updated 11 months ago
- A library of sklearn compatible categorical variable encoders☆2,476Updated 3 weeks ago
- Survival analysis in Python☆2,545Updated last year
- The machine learning toolkit for time series analysis in Python☆3,086Updated last week
- A Python library for dynamic classifier and ensemble selection☆496Updated last week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,771Updated last week
- A python library for decision tree visualization and model interpretation.☆3,121Updated 3 weeks ago
- moDel Agnostic Language for Exploration and eXplanation☆1,455Updated last week
- Multivariate imputation and matrix completion algorithms implemented in Python☆1,280Updated 2 years ago
- ☆762Updated 2 years ago
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆421Updated 2 years ago