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acr-build-helloworld-node

Sample Node.js application for use in demonstrating Azure Container Registry Build.

attentionbasedmultimodalrnn

An unofficial Pytorch implementation of Attention based Multi-Modal New Product Sales Time-series Forecasting

autotune

Algorithms for hyperparameter optimization

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

aztk

On-demand, Dockerized, Spark Jobs on Azure (powered by Azure Batch)

azureml-responsibleai-preview

Private Preview: Responsible AI Tooling in Azure Machine Learning

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

cdm-retail-sales

Utilities and Examples of CDM for Retail Sales Data

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cortana-intelligence-price-optimization-for-retail

Retail industry solutions for product price optimization using the Cortana Intelligence Suite with end-to-end walkthrough

cortana-intelligence-suite-industry-solutions

Industry-specific advanced analytics solutions using the Cortana Intelligence Suite

dialogpt-demo

dist-keras

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

distributeddeeplearningspark

distributed deep learning on AZTK Spark cluster and Azure HDInsight Spark cluster

elephas

Distributed Deep learning with Keras & Spark

forecasting

Time Series Forecasting Best Practices & Examples

gittutorial

gym-inventory

An OpenAI Gym environment for Inventory Control problems

horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

hyper-engine

Python library for Bayesian hyper-parameters optimization

hyperparameter-tuning-on-kubernetes

Utilize k8s for hyperparameter tuning

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

jiant

The jiant toolkit for general-purpose text understanding models

katib

Repository for hyperparameter tuning

machinelearningnotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning | Microsoft

mlads_rapids

Public repository for Microsoft AzureML and NVIDIA RAPIDS workshop at MLADS

mmlspark

Microsoft Machine Learning for Apache Spark

models

Models and examples built with TensorFlow

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

nlu_tutorial