Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

[Feature] Deployment of Azure Kubernetes Service (AKS) clusters
[Feature] kubeflow operator or mlflow helm chart installations in deployed AKS clusters
[Feature] CD workflow for on-demand AKS cluster deployments and kubeflow operator or mlflow helm chart installations.
[Feature] CD wofklow for on demand deployments of an Azure Storage Account Container (For storing terraform state files)
[Feature] Added devcontainer.json with necessary tooling for local development
[Feature] Simple feedforward neural network with MNIST dataset to map input images to their corresponding digit classes
[Feature] CNN architecture training considering COCO dataset for image classification AI applications (NOTE: Compute and storage intensive. Read Download the COCO dataset images comments on preferred hardware specs)
[Feature] CD workflow for on-demand Azure Container Registry deployments in order to store internal Docker images.
[Feature] Dockerizing Python (pytorch or tensorflow) applications for ML training and inference
[Feature] Installation of the Training Operator for CRDs and applying sample TFJob and PyTorchJob k8s manifest