rakesh-racharla Goto Github PK

amazonreviews

Amazon Reviews extract R Function

custom-resume-screener

Custom Resume Screening / Skill extractor - NER Model - Custom labelled, Trained and Saved NER Model

gsmarena

GsmArena R package

keras-tfserving-conversion-notebook

Jupyter Notebook that demonstrates the conversion of Keras Model to TFServing architecture

mlflow_regression

mlops-mlflow-dvc-docker-ecr-aws

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

mlops-sklearn-classification_model-scikit-learn

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

mlops_share

mlopsdemo

Simple Mlops Workflow Demo

packaging-ml-project-mlflow-mlproject

Packaging Machine Learning projects using mlflow's MLproject file

prometheus--grafana-minikube-k8

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

pytorch-ci-docker-github-actions

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.

pytorch-ml-ci-cd-github-actions

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

triv_share

unit-testing-mlops-pytest-ci-dev

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