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dstoolkit-coding-agreement

Coding agreement template that can be adapted to a project's specific needs.

dstoolkit-computervision-imageretrieval

dstoolkit-computervisiondemo

dstoolkit-corporate-financial-forecasting

Template for using the finnts package on Azure Synapse for scalable time series forecasting within corporate finance.

dstoolkit-data-rafting-kit

A declarative pipeline framework that automatically makes PySpark pipelines.

dstoolkit-devcontainers

A machine learning project template that makes it easy to work with multiple Docker based VSCode Dev Containers. Easily transition projects to the cloud and production with automated code quality checks, pytest configuration, CI pipeline templates & AML cloud example

dstoolkit-discoveryenvisioning

Combination of Copilot Prompts and PowerPoint Templates to enable discovery & prioritization of use cases and envisioning the requirements and OKR for a solution.s

dstoolkit-e2e-presidio-evaluation

End-to-end Presidio evaluation toolkit uses Presidio, hugging face transformers, Azure Language Service, AzureML, and GitHub Action pipeline to provide a streamlined, end-to-end solution for assessing different PII detection frameworks/ models.

dstoolkit-feature-engineering-on-fabric

E2E architecture and demo of implementing the feature engineering solution on Microsoft Fabric.

dstoolkit-finetuning-florence-2

Accelerator on how to finetune Microsoft's Florance-2 model for a variety of computer vision use cases.

dstoolkit-for-topic-modelling

a tool kit for creating LDA models, compare them and analize topics.

dstoolkit-forecasting

Template for forecasting data science project and identify consumption profiles in time series

dstoolkit-fuzzymatching

IP and best practices for projects that use fuzzy matching

dstoolkit-fuzzymatching-v2

dstoolkit-genai-shap

SHAP (SHapley Additive exPlanations) for Generative AI (LLMs and SMLs) based solutions.

dstoolkit-gpu-accelerated-creditrisk-prediction

dstoolkit-hierarchical-multilabel-classification

dstoolkit-integratedhybridsearchsqldb

Python implementation of AI Search with Azure SQL via integrated vectorization

dstoolkit-kg-search

This repository contains example code to implement a Knowledge-Graph-enhanced search solution

dstoolkit-km-solution-accelerator

Data Science Toolkit - Knowledge Mining Solution Accelerator

dstoolkit-labelling-app

A web application for collecting feedback on machine learning-generated outputs, developed with Streamlit.

dstoolkit-maiva

Microsoft AI Value Accelerator

dstoolkit-ml-ops-for-databricks

this is a python framework that helps to build any data engineering and data science solutions in Databricks

dstoolkit-mlops-base

Support ML teams to accelerate their model deployment to production leveraging Azure

dstoolkit-mlops-databricks

ML Ops Accelerator: Databricks & Azure Machine Learning Unification

dstoolkit-mlops-v2

This repository contains the basic repository structure for machine learning projects based on Azure technologies (Azure ML and Azure DevOps).

dstoolkit-mlopsv2-with-azure-ml

MLOps with Azure Machine Learning - An Example Implementation of a Deploy-Code Approach

dstoolkit-objectdetection-tensorflow-azureml

The object detection solution accelerator provides a pre-packaged solution to train, deploy and monitor custom object detection models using the TensorFlow object detection API within Azure ML.

dstoolkit-pf-exp-framework

Promptflow experimentation framework

dstoolkit-phi2-finetune

This repository contains step by step instructions on how to finetune Microsoft's Phi-2 model with your own data.