Responsible AI ML's repositories
jkan
A lightweight, backend-free open data portal, powered by Jekyll
cookiecutter-django-kedro-serving
Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly.
cookiecutter-django
Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly.
kedro-plugins
First-party plugins maintained by the Kedro team.
kedro-great
The easiest way to integrate Kedro and Great Expectations
kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
kedro-viz
Visualise your Kedro data and machine-learning pipelines and track your experiments.
ML-airport-data-services
The ML-airport-data-services software is developed to provide common code used throughout the ML-airport suite of software. The software is built in python and leverages open-source libraries kedro, scikitlearn, MLFlow, and others. The software provides useful functions for development of pipelines including data query and save, data engineering, a
kedro-starters
Templates for your Kedro projects.
kedro-pack
A generic recipe to install the kedro framework and additional kedro plugins.
ML-airport-taxi-out
The ML-airport-taxi-out software is developed to provide a reference implementation to serve as a research example how to train and register Machine Learning (ML) models intended for four distinct use cases: 1) unimpeded AMA taxi out, 2) unimpeded ramp taxi out, 3) impeded AMA taxi out, and 4) impeded ramp taxi out. The software is designed to poin
awesome-kedro
Plugins, extensions, case studies, articles, and video tutorials for Kedro
kedro-intake-prototype
Hacking around to find ways to integrate the Intake catalog into Kedro
pydata-google-auth
A package providing helpers for authenticating to Google APIs.
kedro-auto-catalog
Kedro catalog create with default configuration
dremio-arrow
Dremio Arrow Flight Client
kedro-graphql
A tool for serving kedro projects as a graphql api.
staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
django-rest-framework-json-api
JSON:API support for Django REST framework
django_builder
Django Builder Site
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
responsible-ai-toolbox
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
DataProfiler
What's in your data? Extract schema, statistics and entities from datasets
AIX360
Interpretability and explainability of data and machine learning models
ydata-profiling
Create HTML profiling reports from pandas DataFrame objects
ydata-quality
Data Quality assessment with one line of code