Alternatives and similar repositories for pymdma

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

• Clearbox-AI / SURE
  An open-source Python library for the assessment of utility and privacy performance of any tabular synthetic dataset.
  ☆23Updated 7 months ago
• smazzanti / mrmr
  mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.
  ☆619Updated last year
• e-delaney / Instance-Based_CFE_TSC
  This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…
  ☆22Updated 4 years ago
• vanderschaarlab / synthcity
  A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
  ☆633Updated 7 months ago
• autonlab / auton-survival
  Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Even…
  ☆358Updated last year
• simonprovost / scikit-longitudinal
  Scikit-Longitudinal (Sklong) your tailored (health) Longitudinal machine learning library built on top of Scikit-Learn
  ☆75Updated 2 weeks ago
• understandable-machine-intelligence-lab / Quantus
  Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
  ☆636Updated last week
• havakv / pycox
  Survival analysis with PyTorch
  ☆952Updated last year
• actigraph / agcounts
  Code for the technical report on the ActiLife counts algorithm.
  ☆43Updated 10 months ago
• OxWearables / ssl-wearables
  Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
  ☆143Updated last year
• fraunhoferportugal / tsfel
  An intuitive library to extract features from time series.
  ☆1,072Updated 5 months ago
• imatge-upc / SurvLIMEpy
  Local interpretability for survival models
  ☆24Updated last year
• deepfindr / xai-series
  ☆214Updated 4 years ago
• mmschlk / shapiq
  Shapley Interactions and Shapley Values for Machine Learning
  ☆673Updated 2 weeks ago
• deel-ai / xplique
  👋 Xplique is a Neural Networks Explainability Toolbox
  ☆728Updated last week
• scikit-learn-contrib / MAPIE
  A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
  ☆1,506Updated last week
• vanderschaarlab / autoprognosis
  A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
  ☆171Updated 10 months ago
• Jeanselme / DynamicDeepHit
  Dynamic Deep Hit - Pytorch implementation
  ☆30Updated 2 months ago
• AnotherSamWilson / miceforest
  Multiple Imputation with LightGBM in Python
  ☆402Updated 3 months ago
• kathrinse / TabSurvey
  Experiments on Tabular Data Models
  ☆280Updated 2 years ago
• adapt-python / adapt
  Awesome Domain Adaptation Python Toolbox
  ☆363Updated last month
• hfawaz / cd-diagram
  Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
  ☆299Updated 3 years ago
• samzabdiel / XAI
  Papers and code of Explainable AI esp. w.r.t. Image classificiation
  ☆226Updated 3 years ago
• interpretml / DiCE
  Generate Diverse Counterfactual Explanations for any machine learning model.
  ☆1,488Updated 6 months ago
• MSD-IRIMAS / Augmenting-TSC-Elastic-Averaging
  Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging
  ☆10Updated 7 months ago
• JHoelli / Awesome-Time-Series-Explainability
  A list of (post-hoc) XAI for time series
  ☆175Updated last year
• nickkunz / smogn
  Synthetic Minority Over-Sampling Technique for Regression
  ☆348Updated last year
• interpretml / FasterRisk
  Create sparse and accurate risk scoring systems!
  ☆45Updated last year
• MI2DataLab / survshap
  SurvSHAP(t): Time-dependent explanations of machine learning survival models
  ☆95Updated 2 years ago
• TortySivill / Decima2Toolkit
  Evaluation Toolkit for Machine Learning Model Understanding
  ☆11Updated 10 months ago