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mlops-workflow

Here are 107 public repositories matching this topic...

off99555 / 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 May 12, 2023

mlrun / mlrun

Machine Learning automation and tracking

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

Updated Jun 19, 2023
Python

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 May 22, 2023
Shell

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 Jun 16, 2023
Jupyter Notebook

zenml-io / zenbytes

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

machine-learning pipelines mlops mlops-workflow

Updated Jun 19, 2023
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 May 5, 2023
Python

aarnphm / whispercpp

Pybind11 bindings for Whisper.cpp

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

Updated Jun 18, 2023
C++

nogibjj / rust-mlops-template

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

Updated May 10, 2023
Rust

khuyentran1401 / reproducible-data-science

Sponsor

Tutorials on creating a reproducible and maintainable data science project

python data-science machine-learning mlops mlops-workflow

Updated Jun 20, 2022
Jupyter Notebook

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 Jan 11, 2023
JavaScript

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 Jun 14, 2023
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 Apr 13, 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 Jun 19, 2023
Jupyter Notebook

MG-Microsoft / MLOps_Workshop

Azure MLOps

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

Updated Oct 28, 2022
Python

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 Jun 12, 2023
Python

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

VevestaX

Vevesta / VevestaX

2 Lines of code to track ML experiments + EDA + check into Github

Updated Dec 14, 2022
Jupyter Notebook

darkanita / MLOps_wsPycon2023

MLOps Workshop using Weights and Bias (Wandb) and Github Actions.

pytorch mlops github-actions wandb mlops-workflow

Updated Jun 12, 2023
Python

andreaschandra / practical-mlops-book-extended

Sponsor

Practical MLOps O'Reilly Book - Personal Extended Version

machine-learning mlops mlops-workflow

Updated Oct 8, 2022
Jupyter Notebook

mlops-guide / mlops-template

🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/

machine-learning ibm-watson-services ibm-watson cookiecutter-template dvc mlops mlops-environment mlops-workflow mlops-template mlops-guide

Updated May 7, 2021
Python

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