sergeyf / SmallDataBenchmarksLinks
Small Dataset Benchmarks on the Dataset of Datasets UCI++
☆93Updated 3 years ago
Alternatives and similar repositories for SmallDataBenchmarks
Users that are interested in SmallDataBenchmarks are comparing it to the libraries listed below
Sorting:
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆76Updated 3 years ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆159Updated 3 years ago
- Scikit-Learn compatible transformer that turns categorical variables into dense entity embeddings.☆42Updated 2 years ago
- ☆203Updated 3 months ago
- Python library for Ceteris Paribus Plots (What-if plots)☆28Updated 4 years ago
- Measure and visualize machine learning model performance without the usual boilerplate.☆99Updated last year
- ☆17Updated 3 years ago
- Explaining dimensionality results using SHAP values☆55Updated 3 weeks ago
- Clustering for mixed-type data☆101Updated last year
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- TabNet for fastai☆124Updated 4 months ago
- Editing machine learning models to reflect human knowledge and values☆128Updated 2 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 4 months ago
- Streamline scikit-learn model comparison.☆142Updated 3 years ago
- fastai V2 implementation of Timeseries classification papers.☆242Updated 3 years ago
- Data Analysis Baseline Library☆133Updated last year
- Kaggle Pipeline for tabular data competitions☆205Updated last year
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆92Updated 2 years ago
- ☆150Updated 2 months ago
- A python library for hierarchical classification compatible with scikit-learn☆136Updated 10 months ago
- How to use SHAP values for better cluster analysis☆59Updated 3 years ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆164Updated 6 months ago
- DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)☆206Updated 3 years ago
- stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables☆66Updated last year
- A Python package for unwrapping ReLU DNNs☆68Updated 2 years ago
- A general purpose recommender metrics library for fair evaluation.☆277Updated 2 years ago
- Batch shap calculations.☆31Updated 3 years ago
- Phi_K correlation analyzer library☆172Updated 3 weeks ago
- Boosted neural network for tabular data☆217Updated last year