Alternatives and similar repositories for omg

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

• stefan-grafberger / mlinspect
  Inspect ML Pipelines in Python in the form of a DAG
  ☆70Updated last year
• decile-team / spear
  SPEAR: Programmatically label and build training data quickly.
  ☆109Updated last year
• schelterlabs / jenga
  Jenga is an experimentation library that allows data science practititioners and researchers to study the effect of common data corruptio…
  ☆41Updated 2 years ago
• HazyResearch / fm_data_tasks
  Foundation Models for Data Tasks
  ☆110Updated 2 years ago
• petuum / tuun
  Hyperparameter tuning via uncertainty modeling
  ☆48Updated last year
• FINRAOS / model-validation-toolkit
  Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to production…
  ☆29Updated last year
• amazon-science / creating-and-correcting-novel-ml-model-errors
  ☆30Updated 3 years ago
• easeml / datascope
  Measuring data importance over ML pipelines using the Shapley value.
  ☆43Updated 2 months ago
• VIDA-NYU / openclean
  openclean - Data Cleaning and data profiling library for Python
  ☆82Updated 3 years ago
• jacopotagliabue / dag-card-is-the-new-model-card
  Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.
  ☆30Updated 3 years ago
• autonlab / weasel
  Weakly Supervised End-to-End Learning (NeurIPS 2021)
  ☆157Updated 2 years ago
• microsoft / Litmus
  AI Assistant for Building Reliable, High-performing and Fair Multilingual NLP Systems
  ☆48Updated 3 years ago
• koaning / scikit-fairness
  this repo might get accepted
  ☆28Updated 4 years ago
• ucbrise / flor
  FlorDB 🌻
  ☆155Updated 2 weeks ago
• microsoft / adaptive-testing
  Find and fix bugs in natural language machine learning models using adaptive testing.
  ☆187Updated last year
• OpenBioLink / ITO
  Intelligence Task Ontology (ITO)
  ☆74Updated 3 years ago
• knodle / knodle
  A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently…
  ☆108Updated last year
• data-centric-ai / dcbench
  A benchmark of data-centric tasks from across the machine learning lifecycle.
  ☆72Updated 3 years ago
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆128Updated this week
• ml-tue / automated-string-cleaning
  Repository for my master thesis on automated string handling
  ☆16Updated 4 years ago
• chassisml / chassis
  Chassis turns machine learning models into portable container images that can run just about anywhere.
  ☆86Updated last year
• loglabs / mltrace
  Coarse-grained lineage and tracing for machine learning pipelines.
  ☆469Updated 2 years ago
• ai-infrastructure-alliance / blueprints
  ☆30Updated 2 years ago
• VIDA-NYU / PipelineVis
  Pipeline Profiler is a tool for visualizing machine learning pipelines generated by AutoML tools.
  ☆85Updated 2 years ago
• HazyResearch / mandoline
  (ICML 2021) Mandoline: Model Evaluation under Distribution Shift
  ☆30Updated 4 years ago
• HazyResearch / ludwig-benchmarking-toolkit
  Ludwig benchmark
  ☆19Updated 3 years ago
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆102Updated 2 years ago
• dominodatalab / domino-research
  Projects developed by Domino's R&D team
  ☆77Updated 3 years ago
• MLBazaar / AutoBazaar
  AutoBazaar: An AutoML System from the Machine Learning Bazaar
  ☆33Updated 4 years ago
• IBM / inFairness
  PyTorch package to train and audit ML models for Individual Fairness
  ☆66Updated last month