Alternatives and similar repositories for SmallDataBenchmarks

Users that are interested in SmallDataBenchmarks are comparing it to the libraries listed below

• cpa-analytics / embedding-encoder
  Scikit-Learn compatible transformer that turns categorical variables into dense entity embeddings.
  ☆41Updated last year
• zelros / cinnamon
  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
• tunguz / TabularBenchmarks
  ☆202Updated 2 months ago
• wilsonjr / ClusterShapley
  Explaining dimensionality results using SHAP values
  ☆54Updated 6 months ago
• ykwon0407 / WeightedSHAP
  WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)
  ☆160Updated 2 years ago
• amueller / dabl
  Data Analysis Baseline Library
  ☆133Updated 9 months ago
• mgrankin / fast_tabnet
  TabNet for fastai
  ☆124Updated 3 months ago
• formlio / forml
  ForML - A development framework and MLOps platform for the lifecycle management of data science projects
  ☆107Updated 2 years ago
• metriculous-ml / metriculous
  Measure and visualize machine learning model performance without the usual boilerplate.
  ☆97Updated 10 months ago
• awslabs / amazon-denseclus
  Clustering for mixed-type data
  ☆99Updated last year
• smazzanti / are_you_still_using_elbow_method
  ☆150Updated 2 years ago
• kearnz / autoimpute
  Python package for Imputation Methods
  ☆248Updated last year
• AnotherSamWilson / fastshap
  Batch shap calculations.
  ☆31Updated 2 years ago
• scikit-learn-contrib / hiclass
  A python library for hierarchical classification compatible with scikit-learn
  ☆134Updated 4 months ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆127Updated last year
• parrt / stratx
  stratx is a library for A Stratification Approach to Partial Dependence for Codependent Variables
  ☆66Updated last year
• Automunge / AutoMunge
  Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…
  ☆165Updated 3 weeks ago
• RianneSchouten / pyampute
  Missing data amputation and exploration functions for Python
  ☆71Updated 2 years ago
• poloclub / timbertrek
  Explore and compare 1K+ accurate decision trees in your browser!
  ☆164Updated last year
• ml-jku / hopular
  Hopular: Modern Hopfield Networks for Tabular Data
  ☆310Updated 3 years ago
• rxavier / poniard
  Streamline scikit-learn model comparison.
  ☆144Updated 2 years ago
• firmai / datagene
  DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
  ☆204Updated 3 years ago
• shreyashankar / toy-ml-pipeline
  Toy example of an applied ML pipeline for me to experiment with MLOps tools.
  ☆209Updated 3 years ago
• tcapelle / timeseries_fastai
  fastai V2 implementation of Timeseries classification papers.
  ☆241Updated 2 years ago
• AstraZeneca / rexmex
  A general purpose recommender metrics library for fair evaluation.
  ☆279Updated last year
• ritchie46 / vanilla-machine-learning
  vanilla machine learning
  ☆111Updated 2 years ago
• amueller / aml
  Applied Machine Learning with Python
  ☆80Updated last year
• tunguz / UCI_Census_Income
  ☆17Updated 3 years ago
• ModelOriented / pyCeterisParibus
  Python library for Ceteris Paribus Plots (What-if plots)
  ☆25Updated 4 years ago
• autonlab / weasel
  Weakly Supervised End-to-End Learning (NeurIPS 2021)
  ☆157Updated 2 years ago