Alternatives and similar repositories for DebiAI

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

• IBM / mlapp
  MLApp is a Python library for building scalable data science solutions that meet modern software engineering standards.
  ☆46Updated 4 years ago
• DataResponsibly / DataSynthesizer
  ☆272Updated last year
• DPBayes / twinify
  A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
  ☆56Updated last year
• fat-forensics / fat-forensics
  Modular Python Toolbox for Fairness, Accountability and Transparency Forensics
  ☆77Updated 2 years ago
• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆256Updated this week
• intuit / bias-detector
  ☆45Updated 2 years ago
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆131Updated this week
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆128Updated 2 years ago
• Baukebrenninkmeijer / table-evaluator
  Evaluate real and synthetic datasets against each other
  ☆92Updated 6 months ago
• theodi / synthetic-data-tutorial
  A hands-on tutorial showing how to use Python to do anonymisation with synthetic data
  ☆81Updated 3 years ago
• ayong8 / FairSight
  A visual analytic system for fair data-driven decision making
  ☆26Updated 3 years ago
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆127Updated 5 years ago
• XAI-ANITI / ethik
  A toolbox for fair and explainable machine learning
  ☆55Updated last year
• veritas-toolkit / diagnosis-tool
  ☆40Updated 2 years ago
• MAIF / eurybia
  ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
  ☆215Updated 2 months ago
• deel-ai / deel-lip
  Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
  ☆102Updated 10 months ago
• mitmedialab / sherlock-project
  This repository provides data and scripts to use Sherlock, a DL-based model for semantic data type detection: https://sherlock.media.mit.…
  ☆180Updated last year
• oegedijk / rule_estimator
  A scikit-learn compatible estimator based on business-rules with interactive dashboard included
  ☆28Updated 4 years ago
• sdv-dev / SDGym
  Benchmarking synthetic data generation methods.
  ☆299Updated this week
• DataResponsibly / FairPrep
  FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.
  ☆11Updated 2 years ago
• rulematrix / rule-matrix-py
  Python package for creating rule-based explanations for classifiers.
  ☆60Updated 6 years ago
• ivylee / model-cards-and-datasheets
  A collection of machine learning model cards and datasheets.
  ☆82Updated 3 months ago
• NGO-Algorithm-Audit / unsupervised-bias-detection
  Unsupervised bias detection tool for binary AI classifiers. Including qualitative approach to assess quantitative disparities.
  ☆28Updated 2 months ago
• salimamoukou / acv00
  ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…
  ☆102Updated 3 years ago
• IFCA-Advanced-Computing / frouros
  Frouros: an open-source Python library for drift detection in machine learning systems.
  ☆249Updated this week
• worldbank / REaLTabFormer
  A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
  ☆243Updated last month
• dylan-slack / Fooling-LIME-SHAP
  Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
  ☆85Updated 3 years ago
• poloclub / timbertrek
  Explore and compare 1K+ accurate decision trees in your browser!
  ☆168Updated last year
• credo-ai / credoai_lens
  Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central …
  ☆48Updated last year
• DataDome / sliceline
  ✂️ Fast slice finding for Machine Learning model debugging.
  ☆97Updated this week