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mlops-workflow

Here are 277 public repositories matching this topic...

tensorchord / envd

🏕️ Reproducible development environment

docker developer-tools development-environment hacktoberfest model-serving buildkit mlops mlops-workflow llmops

Updated May 1, 2025
Go

mlrun / mlrun

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

python kubernetes workflow data-science machine-learning data-engineering model-serving mlops experiment-tracking mlops-workflow

Updated May 16, 2025
Python

offchan42 / machine-learning-curriculum

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

python machine-learning course reinforcement-learning deep-learning curriculum neural-network mxnet chainer tensorflow guide pytorch recurrent-neural-networks convolutional-neural-networks mlops-workflow

Updated Mar 3, 2024

statmike / vertex-ai-mlops

Google Cloud Platform Vertex AI end-to-end workflows for machine learning operations

machine-learning deep-learning gcp mlops mlops-workflow mlops-template gcp-vertex-ai

Updated May 9, 2025
Jupyter Notebook

Azure / mlops-v2

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

microsoft devops machine-learning deep-learning azure azureml mlops azuremachinelearning mlops-environment mlops-workflow mlops-template mlops-project

Updated Jun 5, 2024
Shell

nogibjj / rust-mlops-template

A work in progress to build out solutions in Rust for MLOPs

Updated Jan 10, 2025
Rust

aarnphm / whispercpp

Pybind11 bindings for Whisper.cpp

nix bazel python3 whisper pybind11 bentoml audio-transcription mlops-workflow whisper-cpp

Updated Dec 8, 2024
C++

mlops-guide / mlops-guide.github.io

🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.

machine-learning tutorial watson guide tutorials guides ibm-watson cml dvc mlops github-actions guided-project mlops-environment mlops-community mlops-workflow

Updated Feb 29, 2024
JavaScript

zenml-io / zenbytes

A simple guide to MLOps through ZenML and its various integrations.

machine-learning pipelines mlops mlops-workflow

Updated Jan 29, 2024
Jupyter Notebook

bentoml / bentoctl

Fast model deployment on any cloud 🚀

aws aws-lambda serverless azure gcp heroku-deployment azure-deployment model-deployment mlops aws-deployment mlops-workflow gcp-deployment

Updated Feb 25, 2024
Python

khuyentran1401 / reproducible-data-science

Tutorials on creating a reproducible and maintainable data science project

python data-science machine-learning mlops mlops-workflow

Updated Jun 20, 2022
Jupyter Notebook

MG-Cafe / MLOps_Workshop

Azure MLOps

devops machine-learning azure azure-machine-learning mlops azure-devops mlops-workflow

Updated Feb 21, 2024
Python

Azure / mlops-templates

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

microsoft machine-learning deep-learning azure azureml mlops mlops-environment mlops-workflow mlops-template mlops-project

Updated May 15, 2025
Python

prsdm / mlops-project

docker data-science machine-learning ai machinelearning dvc mlops mlflow fastapi mlops-workflow mlops-project evidentlyai awsecs

Updated Nov 18, 2024
HTML

CICD-for-Machine-Learning

kingabzpro / CICD-for-Machine-Learning

A beginner's project on automating the training, evaluation, versioning, and deployment of models using GitHub Actions.

machine-learning guide ci-cd cml mlops hugging-face mlops-workflow

Updated Dec 2, 2024
Jupyter Notebook

NimbleBoxAI / nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

data-science machine-learning model-management model-deployment model-serving ml-infrastructure mlops ml-service model-monitoring ml-platform practical-mlops mlops-workflow mlops-pipeline mlops-tool mlops-automation

Updated Oct 2, 2023
Python

the-full-stack / fsdl-text-recognizer-2022

Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs

machine-learning deep-neural-networks deep-learning mlops mlops-community mlops-workflow

Updated Mar 20, 2024
Jupyter Notebook

Azure / mlops-project-template

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

microsoft devops machine-learning deep-learning azure azureml mlops azuremachinelearning mlops-environment mlops-workflow mlops-template

Updated Nov 27, 2023
Python

KalyanM45 / OpenHealth

This repository houses machine learning models and pipelines for predicting various diseases, coupled with an integration with a Large Language Model for Diet and Food Recommendation. Each disease prediction task has its dedicated directory structure to maintain organization and modularity.

disease-prediction disease-detection ai-in-healthcare medical-ai ai-for-healthcare diet-recommender mlops-workflow ai-healthcare multi-disease-prediction

Updated Apr 1, 2025
Jupyter Notebook

mlops-guide / dvc-gitactions

Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper

machine-learning watson ci-cd ibm-watson ibm-cloud watson-api cml dvc mlops mlops-environment dvc-pipeline mlops-workflow

Updated Nov 23, 2021
Jupyter Notebook

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