theodi / synthetic-data-tutorial

Related projects ⓘ

Alternatives and complementary repositories for synthetic-data-tutorial

• DataResponsibly / DataSynthesizer
  ☆260Updated 7 months ago
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆124Updated 4 years ago
• jphall663 / secure_ML_ideas
  Practical ideas on securing machine learning models
  ☆36Updated 3 years ago
• joelcthomas / modeldrift
  Capturing model drift and handling its response - Example webinar
  ☆106Updated 5 years ago
• veritas-toolkit / diagnosis-tool
  ☆36Updated last year
• moj-analytical-services / splink_demos
  Interactive notebooks containing demonstration code of the splink library
  ☆38Updated 10 months ago
• koaning / scikit-fairness
  this repo might get accepted
  ☆29Updated 3 years ago
• jphall663 / hc_ml
  Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
  ☆22Updated 5 years ago
• wwwjk366 / gower
  Python package for Gower distance
  ☆75Updated 6 months ago
• DPBayes / twinify
  A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.
  ☆47Updated 2 months ago
• oegedijk / rule_estimator
  A scikit-learn compatible estimator based on business-rules with interactive dashboard included
  ☆28Updated 3 years ago
• jphall663 / GWU_rml
  ☆35Updated 9 months ago
• drivendataorg / deon
  A command line tool to easily add an ethics checklist to your data science projects.
  ☆288Updated 4 months ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆123Updated last year
• alan-turing-institute / QUIPP-pipeline
  Privacy preserving synthetic data generation workflows
  ☆20Updated 2 years ago
• daanknoors / synthetic_data_generation
  Algorithms for generating synthetic data
  ☆16Updated 5 months ago
• jphall663 / kdd_2019
  Paper and talk from KDD 2019 XAI Workshop
  ☆20Updated 4 years ago
• Affirm / shparkley
  Spark implementation of computing Shapley Values using monte-carlo approximation
  ☆74Updated last year
• EthicalML / explainability-and-bias
  ☆101Updated last year
• dssg / triage
  General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems
  ☆187Updated 2 weeks ago
• ayong8 / FairSight
  A visual analytic system for fair data-driven decision making
  ☆25Updated last year
• ColtAllen / btyd
  Buy Till You Die and Customer Lifetime Value statistical models in Python.
  ☆114Updated 6 months ago
• veritas-project / phase1
  ☆20Updated 3 years ago
• linkedin / LiFT
  The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…
  ☆168Updated last year
• unravelin / code-test-data-science
  Data Scientist code test
  ☆19Updated 4 years ago
• alteryx / predict-correct-answer
  Predict whether a student will correctly answer a problem based on past performance using automated feature engineering
  ☆32Updated 4 years ago
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆121Updated this week
• opendp / smartnoise-samples
  Code samples and documentation for SmartNoise differential privacy tools
  ☆132Updated 2 years ago
• bnh-ai / resources
  ☆26Updated 3 years ago