tensorflow / model-remediation
Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.
☆42Updated 2 years ago
Alternatives and similar repositories for model-remediation:
Users that are interested in model-remediation are comparing it to the libraries listed below
- Utilities for passing TensorFlow-related metadata between tools☆109Updated last week
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆171Updated last year
- AI Assistant for Building Reliable, High-performing and Fair Multilingual NLP Systems☆46Updated 2 years ago
- Distributed skorch on Ray Train☆57Updated 2 years ago
- The fast.ai data ethics course☆15Updated 2 years ago
- Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.☆45Updated 3 years ago
- Implementing activation functions from scratch in Tensorflow.☆36Updated 3 years ago
- MLOps pipeline for NVIDIA Merlin on GKE☆41Updated 3 years ago
- ☆24Updated 3 years ago
- A collection of utilities for writing labeling functions, transformation functions, and slicing functions.☆20Updated 4 years ago
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools …☆127Updated 9 months ago
- Privacy-Preserving Bandits (MLSys'20)☆22Updated 2 years ago
- ☆30Updated 3 years ago
- GitHub Action That Retrieves Model Runs From Weights & Biases☆60Updated 3 years ago
- A queue service for quickly developing scripts that use all your GPUs efficiently☆83Updated 2 years ago
- PyTorch package to train and audit ML models for Individual Fairness☆66Updated last year
- ☆37Updated last year
- SKIP for AI☆21Updated 5 years ago
- Lint for privacy☆26Updated 2 years ago
- Implementation of "Analysing Mathematical Reasoning Abilities of Neural Models"☆29Updated 2 years ago
- API for accessing the GraphLog dataset☆88Updated 11 months ago
- Automatically check mismatch between code and comments using AI and ML☆53Updated 3 years ago
- NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (Au…☆42Updated 4 years ago
- A multi-language library for translating commands between PyTorch, TensorFlow, and TensorFlow.js☆56Updated 2 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- ML-Powered Developer Tools, using Kubeflow☆55Updated 3 years ago
- An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data☆37Updated 4 years ago
- An implementation of Additive Attention☆150Updated 3 years ago
- Information for readers of the fastai book☆67Updated 4 years ago
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆50Updated 2 years ago