microsoft / BackwardCompatibilityML
Project for open sourcing research efforts on Backward Compatibility in Machine Learning
☆73Updated last year
Alternatives and similar repositories for BackwardCompatibilityML
Users that are interested in BackwardCompatibilityML are comparing it to the libraries listed below
Sorting:
- Coarse-grained lineage and tracing for machine learning pipelines.☆470Updated 2 years ago
- A Repository for the public preview of Responsible AI in AML vNext☆9Updated 2 months ago
- Python library for implementing Responsible AI mitigations.☆66Updated last year
- A toolkit that streamlines and automates the generation of model cards☆434Updated last year
- A library that implements fairness-aware machine learning algorithms☆124Updated 4 years ago
- A collection of machine learning model cards and datasheets.☆75Updated 10 months ago
- Shows how to spin up a DASK cluster on AML Compute☆29Updated 3 years ago
- Turning AML compute into Ray cluster☆77Updated 2 years ago
- This repository compiles prescriptive guidance and code samples for the operationalization of NVIDIA Merlin framework on Google Cloud Ver…☆34Updated 2 years ago
- Distributed skorch on Ray Train☆57Updated 2 years ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆429Updated 3 months ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆171Updated 2 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆207Updated 2 years ago
- Drift Detection for your PyTorch Models☆316Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Azure plugins for Feast (FEAture STore)☆82Updated last year
- Robustness Gym is an evaluation toolkit for machine learning.☆440Updated 2 years ago
- Distributed Deep Learning using AzureML☆41Updated 5 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆104Updated last year
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- Find and fix bugs in natural language machine learning models using adaptive testing.☆183Updated last year
- 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
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.☆114Updated last year
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆349Updated 2 weeks ago
- A unified wrapper for various ML frameworks - to have one uniform scikit-learn format for predict and predict_proba functions.☆48Updated 4 months ago
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- ☆30Updated 3 years ago
- Unified slicing for all Python data structures.☆35Updated 3 months ago
- automatic data slicing☆34Updated 3 years ago