Skip to content
#

machine-learning-operations

Star

Here are 30 public repositories matching this topic...

Language: All
Filter by language
All 30 Python 11 Jupyter Notebook 8 Go 1 HTML 1 Java 1 Julia 1 Scala 1 TypeScript 1
Sort: Recently updated
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

EthicalML / awesome-production-machine-learning

Star 16.6k

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

machine-learning data-mining awesome deep-learning awesome-list interpretability privacy-preserving production-machine-learning mlops privacy-preserving-machine-learning explainability responsible-ai machine-learning-operations ml-ops ml-operations privacy-preserving-ml large-scale-ml production-ml large-scale-machine-learning
  • Updated Jun 2, 2024

ksm26 / Efficiently-Serving-LLMs

Star 2

Learn the ins and outs of efficiently serving Large Language Models (LLMs). Dive into optimization techniques, including KV caching and Low Rank Adapters (LoRA), and gain hands-on experience with Predibase’s LoRAX framework inference server.

text-generation batch-processing server-optimization model-serving model-acceleration inference-optimization optimization-techniques machine-learning-operations deep-learning-techniques model-inference-service performance-enhancement scalability-strategies serving-infrastructure large-scale-deployment
  • Updated Apr 12, 2024
  • Jupyter Notebook

KalyanM45 / Heart-Disease-Prediction

Sponsor
Star 2

Explore a modular, end-to-end solution for heart disease prediction in this repository. From problem definition to model evaluation, dive into detailed exploratory data analysis. Experience seamless integration with MLOps tools like DVC, MLflow, and Docker for enhanced workflow and reproducibility.

end-to-end-machine-learning disease-prediction machine-learning-operations heart-disease-prediction heart-failure-prediction mlops-workflow
  • Updated Dec 13, 2023
  • Jupyter Notebook

Hassi34 / COVID-19-chest-X-ray-image-classification

Star 3

This project contains the production-ready Machine Learning solution for detecting and classifying Covid-19, Viral disease, and No disease in posteroanterior and anteroposterior views of chest x-ray

data-science machine-learning circleci ai tensorflow gcp cloud-computing machinelearning cicd aiops mlops mlflow mlflow-tracking-server fastapi machine-learning-operations industry-standard-practices experiments-tracking dvc-pipeline dagshub
  • Updated Mar 31, 2023
  • Python

Improve this page

Add a description, image, and links to the machine-learning-operations topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the machine-learning-operations topic, visit your repo's landing page and select "manage topics."

Learn more