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
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Updated
Jan 18, 2023 - Python
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
ARIMA time series model with end-to-end mlops using Google Cloud Platform (GCP).
Testing and implementations with ClearML
End-to-end MLOps Using MLflow for ML lifecycle, including data validation, processing, model training, evaluation, validation and deployment
An application for violent threat detection
Advanced predictive model for box office revenue. With precision forecasting and confidence-building insights, our solution empowers production houses to optimize resources and maximize profitability.
My learning about MLOps
Equipo 3 - Arquitectura de Producto de Datos
Custom versioning of Machine Learning models
A forked that showcases how you can use opensource ML pipeline wrapper with Git
Coretex extension for VS Code, facilitating easier dev workflow by automating MLOps directly in your favorite IDE.
Explore MLOps excellence! This repository curates mini-projects demonstrating ML deployment, NLP, and Deep Learning. Discover CI/CD/CT pipelines, best practices, and dive into practical MLOps insights. Elevate your skills in deploying and managing cutting-edge machine learning applications.
Car Model Classifier built using PyTorch, deployed via AWS SageMaker 🚗 💨
This repository is a small POC for implementing a DVC pipeline on the classification of Fashion MNIST data sets using CNN's. Also, implemented is the CI-CD pipeline through GitHub actions which runs the whole DVC pipeline in the background when any changes are pushed to the repository.
An intelligent forest fire prediction system that leverages machine learning alogrithms, integrating MLOps principles for efficient and robust model development, deployment, and maintenance.
Machine Learning and NLP learning progress
A simple microservice application to track machine learning experiments
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