microsoft / synthetic-data-showcaseLinks
Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis.
☆121Updated last year
Alternatives and similar repositories for synthetic-data-showcase
Users that are interested in synthetic-data-showcase are comparing it to the libraries listed below
Sorting:
- Code samples and documentation for SmartNoise differential privacy tools☆134Updated 3 years ago
- Turning AML compute into Ray cluster☆77Updated 2 years ago
- The Data Cards Playbook helps dataset producers and publishers adopt a people-centered approach to transparency in dataset documentation.☆189Updated last year
- A unified wrapper for various ML frameworks - to have one uniform scikit-learn format for predict and predict_proba functions.☆48Updated 7 months ago
- A software package for privacy-preserving generation of a synthetic twin to a given sensitive data set.☆55Updated 11 months ago
- Python library for implementing Responsible AI mitigations.☆67Updated last year
- The HAX Playbook is an interactive tool for generating interaction scenarios to test when designing user-facing AI systems.☆55Updated 2 years ago
- This is a repo to implement Anomaly Detection which is the technique of identifying rare events or observations which can raise suspicion…☆20Updated 2 years ago
- Azure plugins for Feast (FEAture STore)☆83Updated last year
- A Repository for the public preview of Responsible AI in AML vNext☆10Updated last month
- ☆271Updated last year
- ☆212Updated last year
- Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide a reference approach to implementing MLOp…☆49Updated last year
- Azure AI Camp - 2 day workshop on Databricks and Azure ML☆20Updated 2 years ago
- Providing tools and templates to facilitate modern MLOps practices☆85Updated last year
- A data discovery and manipulation toolset for unstructured data☆55Updated last year
- MLOS is a project to enable autotuning for systems.☆165Updated last month
- MirrorDataGenerator is a python tool that generates synthetic data based on user-specified causal relations among features in the data. I…☆24Updated 3 years ago
- Modular and minimalistic MLOps recipes☆70Updated 5 years ago
- Inspect ML Pipelines in Python in the form of a DAG☆70Updated last year
- Support ML teams to accelerate their model deployment to production leveraging Azure☆91Updated last year
- Knowledge Extraction For Forms Accelerators & Examples☆222Updated last year
- Schema decoration for inference code☆36Updated last year
- Template for getting started with automated ML Ops on Azure Machine Learning☆129Updated 3 years ago
- A hands-on tutorial showing how to use Python to do anonymisation with synthetic data☆79Updated 3 years ago
- Example of using HyperDrive to tune a regular ML learner.☆61Updated 5 years ago
- This repository contains example code to implement a Knowledge-Graph-enhanced search solution☆22Updated 2 years ago
- An accelerator to help organizations build Trusted Research Environments on Azure.☆210Updated 3 weeks ago
- Open Source Public Repo of Microsoft Data & AI Platform☆28Updated 7 months ago
- Example code for doing DataOps☆47Updated 4 years ago