ml-ops

Here are 26 public repositories matching this topic...

EthicalML / awesome-production-machine-learning

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 Mar 19, 2023

PrefectHQ / prefect

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The easiest way to orchestrate and observe your data pipelines

python infrastructure workflow data-science data automation pipeline workflow-engine orchestration data-engineering orion observability prefect data-ops ml-ops

Updated Mar 21, 2023
Python

SE-ML / awesome-seml

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A curated list of articles that cover the software engineering best practices for building machine learning applications.

machine-learning awesome deep-learning software-engineering awesome-list ml-ops

Updated Mar 16, 2023

sematic-ai / sematic

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An open-source ML pipeline development platform

python data-science machine-learning ai pipeline ml python3 mlops ml-pipeline ml-ops ml-pipelines

Updated Mar 21, 2023
Python

vortico / flama

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Fire up your models with the flame 🔥

api components machine-learning crud schema rest dependency-injection restful swagger openapi marshmallow type-system apispec starlette ml-ops starlette-api

Updated Mar 17, 2023
Python

machine-learning-apps / actions-ml-cicd

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A Collection of GitHub Actions That Facilitate MLOps

kubernetes devops data-science machine-learning argo ml-infrastructure machine-learning-platform mlops ml-ops

Updated Nov 21, 2022
Jupyter Notebook

Azure-Samples / azure-databricks-mlops-mlflow

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Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.

python azure ml databricks databricks-notebooks ml-production mlops mlflow ml-ops ml-operations mlflow-projects ml-monitoring

Updated Oct 18, 2022
Jupyter Notebook

jgvaraujo / ml-deployment-on-gcloud

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A pipeline to CI/CD of a machine learning model on Google Cloud Run

python dockerfile deployment pipeline continuous-integration continuous-deployment google-cloud flask-application pickle cicd cloud-deployment cloud-application cloud-build machine-learning-deploy ml-ops cloud-run

Updated May 8, 2020
Python

gasparian / ml-serving-template

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Serving large ml models independently and asynchronously via message queue and kv-storage for communication with other services [EXPERIMENT]

redis machine-learning rabbitmq clustering pubsub rpc falcon redis-client rabbitmq-client fasttext rabbitmq-python pika ml-production semantic-clustering bjoern ml-ops ml-serving ml-web-app ml-deployment

Updated Jul 20, 2021
Python

NucleusEngineering / hack-your-pipe

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Efficient streaming data ingestion, transformation & activation

pubsub data-engineering dataflow apache-beam google-cloud-platform streaming-data data-ops ml-ops cloud-run vertex-ai

Updated Mar 1, 2023
Python

AdamPaternostro / Azure-Big-Data-and-Machine-Learning-Architecture

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A ready to use architecture for processing data and performing machine learning in Azure

big-data azure azure-data-lake azure-data-factory ml-ops

Updated Jun 24, 2020
C#

whylabs / whylogs_action

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Repo for running Whylogs as part of a CI workflow using github actions.

logging github-actions ml-ops

Updated Apr 26, 2022
Python

kayvane1 / wandb-course

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Demo usage of Weights & Biases for ML Ops

ml-ops wandb weights-and-biases

Updated Jul 19, 2022
Python

ziszz / heart-failure-detection

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Dicoding Submission MLOps Heart Failure Detection using ML Pipeline, Heroku Deployment and Prometheus Monitoring

python ml-pipeline ml-ops

Updated Nov 12, 2022
Python

Quantyca / content-qshare

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Raccogliamo qui tutti i link alle risorse menzionate durante i nostri QShare

data-science machine-learning deep-learning artificial-intelligence data-engineering data-visualisation software-engineering dev-ops data-governance data-ops ml-ops

Updated Apr 29, 2020

theNewFlesh / flatiron

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A library of computer vision models and a streamlined framework for training them.

data-science machine-learning computer-vision deep-learning tensorflow cnn unet convolutional-neural-network tensorflow2 ml-ops

Updated Mar 10, 2023
Python

Ideas2IT / datascience-lab

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Data Science Experiments Repository of Ideas2IT

python machine-learning jupyter-notebook pandas xgboost xgboost-model sagemaker mlops aws-sagemaker ml-ops

Updated Apr 13, 2020
Jupyter Notebook

jasmeetsb / airflow_ml_ops

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Sample Airflow ML Pipelines

machine-learning airflow tensorflow xgboost cloud-composer ml-pipeline ml-ops

Updated Aug 9, 2020
Jupyter Notebook

hirokyammt / practical-data-science

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aws text-classification bert human-in-the-loop auto-ml ml-ops

Updated Jul 3, 2022
Jupyter Notebook

ml-starter-packs / microservice-workshop

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interactive coding environment for microservices demo

flask wsgi mlops gunicorn-with-flask-rest-api ml-ops mlops-environment mlops-workflow

Updated Nov 11, 2022
Dockerfile

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