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1. pytorch-ML-CI-CD-github-actions pytorch-ML-CI-CD-github-actions Public

   ML project using Pytorch & Tensorboard with Github Actions for CI/CD. Runs a Training job on local machine / A Github runner using github actions workflow

   Python 1

2. pytorch-CI-Docker-Github-actions pytorch-CI-Docker-Github-actions Public

   ML project which is containerized using Docker, Trained with Pytorch & Tensorboard. Additional Github Actions can be added to the workflow file for pushing the Image to ECR/ GCR /Dockerhub.

   Python

3. Mlops-Mlflow-dvc-docker-ECR-AWS Mlops-Mlflow-dvc-docker-ECR-AWS Public

   Machine Learning Project which uses DVC for Data versioning, MLFlow for Experiment Tracking, ONNX & Docker file for packaging, Flask for API.

   Python

4. Mlops-sklearn-Classification_model-scikit-learn Mlops-sklearn-Classification_model-scikit-learn Public

   Python Project structure for MLops workflow, Data versioning and Configuration management

   Python

5. Prometheus--Grafana-minikube-k8 Prometheus--Grafana-minikube-k8 Public

   Github Actions workflow for Installing Single node Kubernetes cluster - minikube on linux machine and setup Prometheus and Grafana for Monitoring the cluster resources.

6. Unit-testing-Mlops-pytest-CI-dev Unit-testing-Mlops-pytest-CI-dev Public

   This repo replicates Mlops Unit Testing with "Testing" branch for running unit-tests and Development branch for Model Training, Using pytest and tox.

   Python