Alternatives and similar repositories for LiFT

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

• tensorflow / model-card-toolkit
  A toolkit that streamlines and automates the generation of model cards
  ☆438Updated 2 years ago
• Automunge / AutoMunge
  Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…
  ☆164Updated 3 months ago
• EthicalML / explainability-and-bias
  ☆103Updated 2 years ago
• amueller / dabl
  Data Analysis Baseline Library
  ☆133Updated last year
• ivylee / model-cards-and-datasheets
  A collection of machine learning model cards and datasheets.
  ☆80Updated last week
• tensorflow / fairness-indicators
  Tensorflow's Fairness Evaluation and Visualization Toolkit
  ☆356Updated 2 months ago
• loglabs / mltrace
  Coarse-grained lineage and tracing for machine learning pipelines.
  ☆469Updated 2 years ago
• shreyashankar / toy-ml-pipeline
  Toy example of an applied ML pipeline for me to experiment with MLOps tools.
  ☆209Updated 3 years ago
• anodot / MLWatcher
  ☆96Updated 5 years ago
• IBM / lale
  Library for Semi-Automated Data Science
  ☆345Updated last month
• jphall663 / secure_ML_ideas
  Practical ideas on securing machine learning models
  ☆36Updated 4 years ago
• edublancas / ml-testing
  🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
  ☆82Updated 3 years ago
• CODAIT / text-extensions-for-pandas
  Natural language processing support for Pandas dataframes.
  ☆217Updated 7 months ago
• formlio / forml
  ForML - A development framework and MLOps platform for the lifecycle management of data science projects
  ☆106Updated 2 years ago
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆126Updated 5 years ago
• h2oai / driverlessai-recipes
  Recipes for Driverless AI
  ☆253Updated last week
• 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…
  ☆243Updated last year
• ThoughtWorksInc / CD4ML-Scenarios
  Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…
  ☆143Updated last year
• eugeneyan / papermill-mlflow
  🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
  ☆183Updated last year
• linkedin / gdmix
  A deep ranking personalization framework
  ☆133Updated 2 years ago
• fastai / ethics.fast.ai
  The fast.ai data ethics course
  ☆17Updated 2 years ago
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆102Updated 2 years ago
• machine-learning-apps / actions-ml-cicd
  A Collection of GitHub Actions That Facilitate MLOps
  ☆208Updated 2 years ago
• shreyashankar / debugging-ml-talk
  Code accompanying the "Debugging machine learning in production" talk
  ☆30Updated 3 years ago
• eugeneyan / python-collab-template
  🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
  ☆149Updated last year
• Affirm / shparkley
  Spark implementation of computing Shapley Values using monte-carlo approximation
  ☆76Updated 2 years ago
• pymetrics / audit-ai
  detect demographic differences in the output of machine learning models or other assessments
  ☆318Updated 5 years 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.
  ☆104Updated 3 years ago
• eugeneyan / testing-ml
  🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.
  ☆263Updated 3 years ago
• peopledoc / mlvtools-tutorial
  Tutorial for a new versioning Machine Learning pipeline
  ☆80Updated 4 years ago