Alternatives and similar repositories for creating-and-correcting-novel-ml-model-errors

Users that are interested in creating-and-correcting-novel-ml-model-errors are comparing it to the libraries listed below

• decile-team / spear
  SPEAR: Programmatically label and build training data quickly.
  ☆107Updated last year
• facebookarchive / fronni
  machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fast
  ☆16Updated 3 years ago
• ShopRunner1 / octopod
  Train multi-task image, text, or ensemble (image + text) models
  ☆45Updated last year
• Yard1 / ray-skorch
  Distributed skorch on Ray Train
  ☆57Updated 2 years ago
• zelros / cinnamon
  CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
  ☆77Updated 2 years ago
• lf1-io / padl
  Functional deep learning
  ☆108Updated 2 years ago
• microsoft / Icebreaker
  This is the demo code associated with the paper: W. Gong , S. Tschiatschek, S. Nowozin, R.E. Turner, J.M. Hernández-Lobato, C.Zhang Icebr…
  ☆44Updated 5 years ago
• edublancas / ml-testing
  🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
  ☆80Updated 3 years ago
• koaning / scikit-partial
  Pipeline components that support partial_fit.
  ☆46Updated 11 months ago
• 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
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆102Updated 2 years ago
• formlio / forml
  ForML - A development framework and MLOps platform for the lifecycle management of data science projects
  ☆107Updated 2 years ago
• layerai-archive / sdk
  Metadata store for Production ML
  ☆88Updated 2 years ago
• fidelity / stoke
  A lightweight wrapper for PyTorch that provides a simple declarative API for context switching between devices, distributed modes, mixed-…
  ☆67Updated last year
• AnotherSamWilson / fastshap
  Batch shap calculations.
  ☆31Updated 2 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
• chassisml / chassis
  Chassis turns machine learning models into portable container images that can run just about anywhere.
  ☆86Updated last year
• koaning / simsity
  Super Simple Similarities Service
  ☆150Updated 3 months ago
• autonlab / weasel
  Weakly Supervised End-to-End Learning (NeurIPS 2021)
  ☆157Updated 2 years ago
• yeounoh / slicefinder
  automatic data slicing
  ☆34Updated 3 years ago
• chus-chus / teex
  A Toolbox for the Evaluation of machine learning Explanations
  ☆16Updated last year
• ShopRunner1 / collie
  A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.
  ☆112Updated last year
• dm4ml / motion
  Framework for building and maintaining self-updating prompts for LLMs
  ☆63Updated last year
• fastai / docments
  Document parameters using comments
  ☆10Updated 3 years ago
• jacopotagliabue / FREE_7773
  Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).
  ☆96Updated 2 years ago
• aporia-ai / inferencedb
  🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)
  ☆81Updated 3 years ago
• koaning / sentimany
  Just another sentiment wrapper.
  ☆17Updated 3 years ago
• Data-Heroes / dataheroes
  Public repository holding examples for dataheroes library
  ☆22Updated last month
• nextml-code / pytorch-datastream
  Simple dataset to dataloader library for pytorch
  ☆33Updated 6 months ago
• koaning / scikit-fairness
  this repo might get accepted
  ☆28Updated 4 years ago