mlops-template

Here are 18 public repositories matching this topic...

cresset-template / cresset

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

python docker template machine-learning build deep-learning docker-compose makefile wheel cuda pytorch source deep-learning-tutorial source-python mlops template-repository mlops-template

Updated Oct 22, 2024
Dockerfile

Azure / mlops-v2

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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

statmike / vertex-ai-mlops

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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 Dec 11, 2024
Jupyter Notebook

microsoft / genaiops-promptflow-template

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GenAIOps with Prompt Flow is a "GenAIOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

Updated Sep 4, 2024
Python

Azure / mlops-templates

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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 Aug 7, 2024
Python

Azure / mlops-project-template

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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

MatsMoll / ml-kickstarter

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A project to kickstart your ML development

ai ml embeddings mlops mlops-template

Updated Aug 20, 2024
Python

mlops-guide / mlops-template

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🍪 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

Chandru-21 / MLOps_Project

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An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.

docker kubernetes aws data-science machine-learning grafana prometheus grafana-dashboard cicd dvc mlops github-actions fastapi mlops-community mlops-template mlops-project evidentlyai

Updated Jul 5, 2024
Python

wolffy-au / MLOPS_Template

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Here are some common use cases and experiments based on tutorials found at Machine Learning Mastery for the libmlops library.

mlops mlops-template

Updated Jan 17, 2024
Jupyter Notebook

pyladiesams / mlops-event-feb2023

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MLOps talks - joint effort with Amsterdam MLOps.community

mlops mlops-community mlops-workflow mlops-template mlops-team

Updated Mar 13, 2023

wolffy-au / libmlops

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Here's a common and flexible directory structure that you can use as a starting point for any MLOPS project.

mlops mlops-template

Updated Jan 17, 2024
Python

AnasAber / MLflow_with_RAG

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Using MLflow to track a RAG pipeline, using LLamaIndex and Ollama/HuggingfaceLLMs

evaluation-metrics mrr rag mlops mlflow mlflow-tracking-server mlflow-tracking mlflow-projects hit-rate mlflow-ui mlops-template llamaindex rag-evaluation rag-pipeline llamaindex-rag

Updated Dec 9, 2024
Jupyter Notebook

marinaramalhete / Learning-MLOps

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My learning about MLOps

mlops mlflow mlflow-projects mlops-workflow mlops-template

Updated Apr 11, 2022
Jupyter Notebook

abhi227070 / Car-Price-Prediction-With-MLOps

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Car Price Prediction using ML Ops is a project that leverages machine learning to predict used car prices, focusing on automating the entire ML workflow with ML Ops principles for efficient data processing, model training, and deployment.

python docker machine-learning machine-learning-algorithms jupyter-notebook machinelearning-python mlops mlflow mlops-template mlops-project