ivylee / model-cards-and-datasheetsLinks
A collection of machine learning model cards and datasheets.
β80Updated 2 weeks ago
Alternatives and similar repositories for model-cards-and-datasheets
Users that are interested in model-cards-and-datasheets are comparing it to the libraries listed below
Sorting:
- Natural language processing support for Pandas dataframes.β217Updated 7 months ago
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β149Updated last year
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning woβ¦β171Updated 2 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.β30Updated 3 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.β209Updated 3 years ago
- Code accompanying the "Debugging machine learning in production" talkβ30Updated 3 years ago
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ82Updated 3 years ago
- 𧬠A JupyterLab extension for annotating data with Prodigyβ189Updated 2 years ago
- A toolkit that streamlines and automates the generation of model cardsβ438Updated 2 years ago
- Super Simple Similarities Serviceβ154Updated 6 months ago
- A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text dataβ¦β243Updated last year
- Doubt your data, find bad labels.β514Updated last year
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.β118Updated last year
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β183Updated last year
- Coarse-grained lineage and tracing for machine learning pipelines.β469Updated 2 years ago
- A library that implements fairness-aware machine learning algorithmsβ126Updated 5 years ago
- A Collection of GitHub Actions That Facilitate MLOpsβ208Updated 2 years ago
- π¦ Quickly annotate data from the comfort of your Jupyter notebookβ278Updated 2 years ago
- Python ML pipeline that showcases mltrace functionality.β28Updated 3 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)β157Updated 2 years ago
- A comprehensive reference for all topics related to building and maintaining microservicesβ67Updated 2 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).β96Updated 2 years ago
- The fast.ai data ethics courseβ17Updated 2 years ago
- fastai ulmfit - Pretraining the Language Model, Fine-Tuning and training a Classifierβ32Updated 3 years ago
- STriP Net: Semantic Similarity of Scientific Papers (S3P) Networkβ85Updated 3 years ago
- π― kettle is a CLI tool for creating and deploying cloud functions & docker containers for machine learningβ32Updated 2 years ago
- this repo might get acceptedβ28Updated 4 years ago
- A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and biaβ¦β291Updated 3 years ago
- A repository that showcases how you can use ZenML with Gitβ71Updated 2 months ago
- The ntentional blog - a machine learning journeyβ23Updated 3 years ago