sergeyf / SmallDataBenchmarksLinks
Small Dataset Benchmarks on the Dataset of Datasets UCI++
☆87Updated 3 years ago
Alternatives and similar repositories for SmallDataBenchmarks
Users that are interested in SmallDataBenchmarks are comparing it to the libraries listed below
Sorting:
- Scikit-Learn compatible transformer that turns categorical variables into dense entity embeddings.☆41Updated 2 years ago
- Measure and visualize machine learning model performance without the usual boilerplate.☆99Updated last year
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆77Updated 2 years ago
- ☆202Updated last week
- Explaining dimensionality results using SHAP values☆55Updated 8 months ago
- TabNet for fastai☆124Updated 2 weeks ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆159Updated 2 years ago
- Clustering for mixed-type data☆99Updated last year
- Python library for Ceteris Paribus Plots (What-if plots)☆25Updated 4 years ago
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆66Updated last year
- Data Analysis Baseline Library☆133Updated 11 months ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆106Updated 2 years ago
- A python library for hierarchical classification compatible with scikit-learn☆134Updated 6 months ago
- Extends scikit-learn with new models, transformers, metrics, plotting.☆73Updated 2 months ago
- A general purpose recommender metrics library for fair evaluation.☆279Updated 2 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆208Updated 3 years ago
- Dimensionality reduction in very large datasets using Siamese Networks☆338Updated last year
- ☆150Updated 2 years ago
- ☆17Updated 3 years ago
- Multivariate Boosted TRee☆63Updated 2 years ago
- Editing machine learning models to reflect human knowledge and values☆127Updated 2 years ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆106Updated last year
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆90Updated last year
- fastai V2 implementation of Timeseries classification papers.☆242Updated 2 years ago
- Expanding Explainable K-Means Clustering☆96Updated 2 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated this week
- Streamline scikit-learn model comparison.☆143Updated 2 years ago
- Python package for Imputation Methods☆251Updated last year
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆165Updated 2 months ago