Responsible AI ML's repositories
ydata-synthetic
Synthetic data generators for tabular and time-series data
nebari
🪴 Nebari - your open source data science platform
datacompy
Pandas and Spark DataFrame comparison for humans
synthetic-data
Generating complex, nonlinear datasets appropriate for use with deep learning/black box models which 'need' nonlinearity
kedro-vertexai
Kedro Plugin to support running workflows on GCP Vertex AI Pipelines
kedro-mlflow
A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)
responsible-ai-toolbox-tracker
A JupyterLab extension for tracking, managing, and comparing Responsible AI mitigations and experiments.
responsible-ai-toolbox-mitigations
Python library for implementing Responsible AI mitigations.
Anomaly-Detection-Pipeline-Kedro
Anomaly Detection Pipeline with Isolation Forest model and Kedro framework
responsible-ai-toolbox-genbit
A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.
intake-nested-yaml-catalog
Supports a single YAML file hierarchical catalog to organize datasets and avoid a data swamp.