microsoft / BackwardCompatibilityMLLinks
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.☆469Updated 2 years 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 library that implements fairness-aware machine learning algorithms☆124Updated 4 years ago
- automatic data slicing☆34Updated 3 years ago
- A collection of machine learning model cards and datasheets.☆77Updated last month
- A Repository for the public preview of Responsible AI in AML vNext☆10Updated 4 months ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆431Updated 4 months ago
- Distributed Deep Learning using AzureML☆41Updated 5 years ago
- Find and fix bugs in natural language machine learning models using adaptive testing.☆183Updated last year
- A unified wrapper for various ML frameworks - to have one uniform scikit-learn format for predict and predict_proba functions.☆48Updated 5 months ago
- A toolkit that streamlines and automates the generation of model cards☆434Updated last year
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆351Updated last month
- Turning AML compute into Ray cluster☆77Updated 2 years ago
- Shows how to spin up a DASK cluster on AML Compute☆29Updated 3 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆105Updated last year
- Python library for implementing Responsible AI mitigations.☆66Updated last year
- 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
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆157Updated 2 years ago
- Unified slicing for all Python data structures.☆35Updated 4 months ago
- Lightweight Deep Learning Model Training library based on PyTorch☆32Updated 3 years ago
- MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.☆157Updated 9 months ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- SPEAR: Programmatically label and build training data quickly.☆107Updated 11 months ago
- ☆315Updated 2 years ago
- Azure plugins for Feast (FEAture STore)☆82Updated last year
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- Robustness Gym is an evaluation toolkit for machine learning.☆440Updated 2 years ago
- Editing machine learning models to reflect human knowledge and values☆126Updated last year
- 🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet☆185Updated 2 years ago