Alternatives and similar repositories for LiFT:

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

• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆125Updated 4 years ago
• shreyashankar / toy-ml-pipeline
  Toy example of an applied ML pipeline for me to experiment with MLOps tools.
  ☆207Updated 3 years ago
• tensorflow / fairness-indicators
  Tensorflow's Fairness Evaluation and Visualization Toolkit
  ☆347Updated 3 weeks ago
• tensorflow / model-card-toolkit
  A toolkit that streamlines and automates the generation of model cards
  ☆428Updated last year
• loglabs / mltrace
  Coarse-grained lineage and tracing for machine learning pipelines.
  ☆467Updated 2 years ago
• Automunge / AutoMunge
  Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…
  ☆164Updated 2 weeks ago
• AustinRochford / PyCEbox
  ⬛ Python Individual Conditional Expectation Plot Toolbox
  ☆165Updated 4 years ago
• linkedin / gdmix
  A deep ranking personalization framework
  ☆134Updated last year
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆101Updated last year
• EthicalML / explainability-and-bias
  ☆101Updated last year
• machine-learning-apps / actions-ml-cicd
  A Collection of GitHub Actions That Facilitate MLOps
  ☆207Updated 2 years ago
• jphall663 / secure_ML_ideas
  Practical ideas on securing machine learning models
  ☆36Updated 3 years ago
• ThoughtWorksInc / cd4ml-workshop
  Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…
  ☆318Updated 6 months ago
• EricSchles / drifter_ml
  A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.
  ☆102Updated 3 years ago
• ThoughtWorksInc / CD4ML-Scenarios
  Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…
  ☆142Updated 5 months ago
• peopledoc / mlvtools-tutorial
  Tutorial for a new versioning Machine Learning pipeline
  ☆81Updated 3 years ago
• jphall663 / hc_ml
  Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
  ☆22Updated 5 years ago
• fastai / ethics.fast.ai
  The fast.ai data ethics course
  ☆15Updated 2 years ago
• formlio / forml
  ForML - A development framework and MLOps platform for the lifecycle management of data science projects
  ☆104Updated last year
• whiteboxml / teaching-ml-in-production
  ☆54Updated 2 years ago
• h2oai / driverlessai-recipes
  Recipes for Driverless AI
  ☆244Updated 3 weeks ago
• equialgo / fairness-in-ml
  This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
  ☆117Updated 3 years ago
• RecList / reclist
  Behavioral "black-box" testing for recommender systems
  ☆464Updated last year
• bnh-ai / resources
  ☆26Updated 4 years ago
• neomatrix369 / nlp_profiler
  A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data…
  ☆242Updated 9 months ago
• eugeneyan / python-collab-template
  🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
  ☆145Updated 10 months ago
• capeprivacy / cape-dataframes
  Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.
  ☆174Updated last year
• MAIF / eurybia
  ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
  ☆206Updated 3 months ago
• eugeneyan / papermill-mlflow
  🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
  ☆179Updated 7 months ago
• koaning / doubtlab
  Doubt your data, find bad labels.
  ☆508Updated 7 months ago