ts-azure-services's repositories
drift-primer
A repo focused on highlighting drift concepts as part of the MLOps process.
aml-datadrift
A repo to demonstrate 'data drift' in Azure Machine Learning
aml-DataTransfer-MySQL
A repo to highlight the process to transfer data from blob to an Azure MySQL Database
aml-managed-endpoints
Testing monitoring, and update operations on managed online endpoints.
azure-docs
Open source documentation of Microsoft Azure
azure-functions-datastore
A repo to demonstrate the use of Azure Functions timed triggers to pull from an API and load into a datastore (queue, table storage and a SQL database)
cnv-prep-scripts
A collection of python scripts to support preparation tasks for Custom Neural Voice.
cognitive-services-flaskapp
A fork to leverage this repo's demo example.
form-recognizer-sample
A repo to showcase a Form Recognizer sample
local-mlflow-aml-endpoint
A repo to showcase a local dev workflow to build an MLFlow model and then load it for inferencing into Azure ML.
translator
A repo to house artifacts to demo Azure Translator services
adls-synapse-aml-operations
A repo to capture some of the operations between ADLS, Synapse and Azure ML.
aml-adhoc-scripts
A repo to house a number of standalone Python scripts and gists based on customer asks and needs
aml-automl-pipeline
A repo to demonstrate the ways to combine data prep, AutoML and ML pipelines in Azure Machine Learning
aml-hyperparameter-tuning
A repo to showcase a few ways to leverage hyperparameter tuning with either the 'command' or the 'script/argument' parameter in Azure Machine Learning
aml-pipeline-CommandStep
A small example to illustrate the Command Step as part of Azure Machine Learning's pipelines.
aml-simple-pipeline
A repo to demonstrate a simple two step pipeline with the PythonScriptStep in Azure Machine Learning
azure-automl-timeseries
A repo to demonstrate an end to end AutoML time series solution
azure-content-safety
A repo for Azure Content Safety resources
azure-speech-transcription
A repo to consolidate learnings around speech transcription
batch-transcription-examples
A repo to archive some code related to batch transcription for animation movies.
batch-tts-synthesis
A repo to provide working code for long audio text to speech with a pre-built voice. This is ideal when you want to cover a text, but it is helpful to hear as an audio file.
cognitive-services-language
A repo to collect artifacts around Azure Cognitive Services for language.
document-extraction-pipeline
A pipeline to extract and enrich data from documents
mlflow-pytorch-simple-example
A simple example of a locally trained PyTorch model, which is registered and used to create a real-time endpoint in Azure ML.
prebuilt-inference-aml-containers
About A repo to house workflows around the prebuilt inference containers in Azure Machine Learning
stock-price-pipelines
A repo to test AutoML and compute configurations for a basic time series scenario
testing-cosmosdb-reads
A Containerized Python HTTP-triggered Azure Function which queries CosmosDB