probabl-ai / skoreLinks
๐ข๐๐ป ๐ฌ๐ผ๐๐ฟ ๐๐ฎ๐๐ฎ ๐ฆ๐ฐ๐ถ๐ฒ๐ป๐ฐ๐ฒ. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.
โ546Updated last week
Alternatives and similar repositories for skore
Users that are interested in skore are comparing it to the libraries listed below
Sorting:
- A scikit-learn-compatible module for comparing imputation methods.โ139Updated 2 months ago
- Machine learning with dataframesโ1,496Updated this week
- Shapley Interactions and Shapley Values for Machine Learningโ634Updated this week
- skops is a Python library helping you share your scikit-learn based models and put them in productionโ501Updated this week
- Python package for conformal predictionโ541Updated last month
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.โ1,486Updated this week
- Python implementation of binary and multi-class Venn-ABERS calibrationโ191Updated last month
- Frouros: an open-source Python library for drift detection in machine learning systems.โ235Updated 2 weeks ago
- Temporian is an open-source Python library for preprocessing โก and feature engineering ๐ temporal data ๐ for machine learning applicatiโฆโ703Updated 2 weeks ago
- ๐ Puncc is a python library for predictive uncertainty quantification using conformal prediction.โ351Updated last week
- The repository to showcase the best framework for tabular data - the Awesome CatBoostโ265Updated 2 months ago
- Competing Risks and Survival Analysisโ109Updated last month
- Quantile Regression Forests compatible with scikit-learn.โ246Updated 2 weeks ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.โ224Updated last year
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to sโฆโ712Updated this week
- Extra blocks for scikit-learn pipelines.โ1,368Updated this week
- ๐ Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecasterโ113Updated last month
- skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.โ488Updated last week
- distfit is a python library for probability density fitting.โ407Updated last week
- Phi_K correlation analyzer libraryโ167Updated 2 weeks ago
- A Library for Conformal Hyperparameter Tuningโ103Updated 2 weeks ago
- Multiple Imputation with LightGBM in Pythonโ393Updated 2 weeks ago
- Probabilistic Hierarchical forecasting ๐ with statistical and econometric methods.โ712Updated 3 weeks ago
- A Python package for causal inference in quasi-experimental settingsโ1,057Updated last week
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)โ228Updated last week
- High performance Python GLMs with all the features!โ361Updated last week
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.โ1,154Updated last month
- Fast SHAP value computation for interpreting tree-based modelsโ545Updated 2 years ago
- just a bunch of useful embeddings for scikit-learn pipelinesโ518Updated last month
- A library for debugging/inspecting machine learning classifiers and explaining their predictionsโ313Updated 6 months ago