MaxHalford / prince

Related projects ⓘ

Alternatives and complementary repositories for prince

• koaning / scikit-lego
  Extra blocks for scikit-learn pipelines.
  ☆1,271Updated this week
• dswah / pyGAM
  [HELP REQUESTED] Generalized Additive Models in Python
  ☆875Updated 4 months ago
• raphaelvallat / pingouin
  Statistical package in Python based on Pandas
  ☆1,625Updated 3 weeks ago
• scikit-learn-contrib / boruta_py
  Python implementations of the Boruta all-relevant feature selection method.
  ☆1,510Updated 2 months ago
• SauceCat / PDPbox
  python partial dependence plot toolbox
  ☆845Updated 2 months ago
• skrub-data / skrub
  Prepping tables for machine learning
  ☆1,207Updated this week
• TeamHG-Memex / eli5
  A library for debugging/inspecting machine learning classifiers and explaining their predictions
  ☆2,758Updated 2 years ago
• hyperopt / hyperopt-sklearn
  Hyper-parameter optimization for sklearn
  ☆1,588Updated 4 months ago
• feature-engine / feature_engine
  Feature engineering package with sklearn like functionality
  ☆1,917Updated this week
• scikit-learn-contrib / skope-rules
  machine learning with logical rules in Python
  ☆625Updated 9 months ago
• parrt / random-forest-importances
  Code to compute permutation and drop-column importances in Python scikit-learn models
  ☆601Updated last month
• CamDavidsonPilon / lifelines
  Survival analysis in Python
  ☆2,370Updated last week
• DistrictDataLabs / yellowbrick
  Visual analysis and diagnostic tools to facilitate machine learning model selection.
  ☆4,291Updated last month
• scikit-learn-contrib / DESlib
  A Python library for dynamic classifier and ensemble selection
  ☆481Updated 6 months ago
• scikit-learn-contrib / category_encoders
  A library of sklearn compatible categorical variable encoders
  ☆2,410Updated last month
• sebp / scikit-survival
  Survival analysis built on top of scikit-learn
  ☆1,134Updated this week
• aerdem4 / lofo-importance
  Leave One Feature Out Importance
  ☆817Updated 9 months ago
• maximtrp / scikit-posthocs
  Multiple Pairwise Comparisons (Post Hoc) Tests in Python
  ☆347Updated 2 weeks ago
• Ekeany / Boruta-Shap
  A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
  ☆582Updated 8 months ago
• iskandr / fancyimpute
  Multivariate imputation and matrix completion algorithms implemented in Python
  ☆1,251Updated last year
• flennerhag / mlens
  ML-Ensemble – high performance ensemble learning
  ☆846Updated 11 months ago
• 8080labs / ppscore
  Predictive Power Score (PPS) in Python
  ☆1,115Updated 8 months ago
• erdogant / pca
  pca: A Python Package for Principal Component Analysis.
  ☆291Updated 5 months ago
• pymc-labs / CausalPy
  A Python package for causal inference in quasi-experimental settings
  ☆901Updated this week
• shakedzy / dython
  A set of data tools in Python
  ☆496Updated last month
• reiinakano / scikit-plot
  An intuitive library to add plotting functionality to scikit-learn objects.
  ☆2,427Updated 2 months ago
• andosa / treeinterpreter
  ☆745Updated last year
• cod3licious / autofeat
  Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
  ☆499Updated last month
• scikit-optimize / scikit-optimize
  Sequential model-based optimization with a `scipy.optimize` interface
  ☆2,745Updated 8 months ago
• scikit-learn-contrib / project-template
  A template for scikit-learn extensions
  ☆325Updated last month