microsoft / BackwardCompatibilityML
Project for open sourcing research efforts on Backward Compatibility in Machine Learning
☆72Updated last year
Alternatives and similar repositories for BackwardCompatibilityML:
Users that are interested in BackwardCompatibilityML are comparing it to the libraries listed below
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- Shows how to spin up a DASK cluster on AML Compute☆29Updated 3 years ago
- Python library for implementing Responsible AI mitigations.☆63Updated last year
- A unified wrapper for various ML frameworks - to have one uniform scikit-learn format for predict and predict_proba functions.☆44Updated 2 weeks ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆424Updated last week
- A Collection of GitHub Actions That Facilitate MLOps☆207Updated 2 years ago
- A library that implements fairness-aware machine learning algorithms☆125Updated 4 years ago
- A toolkit that streamlines and automates the generation of model cards☆427Updated last year
- ☆31Updated last month
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆157Updated last year
- Robustness Gym is an evaluation toolkit for machine learning.☆442Updated 2 years ago
- Drift Detection for your PyTorch Models☆314Updated 2 years ago
- Python ML pipeline that showcases mltrace functionality.☆28Updated 3 years ago
- A collection of machine learning model cards and datasheets.☆72Updated 7 months ago
- Unified slicing for all Python data structures.☆35Updated 10 months ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆168Updated last year
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- Distributed skorch on Ray Train☆57Updated 2 years ago
- this repo might get accepted☆29Updated 3 years ago
- Find and fix bugs in natural language machine learning models using adaptive testing.☆181Updated 8 months ago
- The fast.ai data ethics course☆14Updated 2 years ago
- SPEAR: Programmatically label and build training data quickly.☆103Updated 7 months ago
- Concept drift monitoring for HA model servers.☆101Updated last year
- ☆43Updated 2 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆207Updated 3 years ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆74Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆259Updated 2 years ago
- Live Python Notebooks with any Editor☆277Updated 2 years ago