production-machine-learning

Here are 13 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 Nov 24, 2024

SeldonIO / seldon-core

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An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

kubernetes machine-learning deployment serving aiops production-machine-learning mlops machine-learning-operations

Updated Nov 22, 2024
HTML

machine-learning-apps / Issue-Label-Bot

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Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

nlp bootstrap kubernetes bigquery flask data-science machine-learning deep-learning tensorflow keras github-app machine-learning-tutorials production-machine-learning gcp-cloud github-api-v3 end-to-end-application gharchive

Updated Mar 14, 2022
SCSS

MAIF / eurybia

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⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

python machine-learning data-validation html-report drift domain-classifier production-machine-learning drift-detection model-monitoring data-drift model-drift datadrift-classifier

Updated Oct 24, 2024
Jupyter Notebook

evidentlyai / ml_observability_course

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Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

data-quality-checks data-quality production-machine-learning mlops model-monitoring machine-learning-operations model-performance data-drift ml-pipelines ml-monitoring ml-observability llmops

Updated Dec 17, 2023
Jupyter Notebook

katonic-dev / explainit

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A modern, enterprise-ready business intelligence web application

python data-science machine-learning pandas-dataframe data-visualization production-machine-learning mlops drift-detection model-monitoring machine-learning-operations

Updated Dec 9, 2022
Python

modzy / sdk-python

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Python library for Modzy Machine Learning Operations (MLOps) Platform

python docker machine-learning microservices deployment api-client model-deployment model-serving serving explainable-ai production-machine-learning ai-security mlops kuberenetes drift-detection machine-learning-operations

Updated Sep 8, 2023
Python

modzy / sdk-javascript

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The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.

javascript kubernetes machine-learning microservices api-client api-rest model-serving explainable-ai production-machine-learning ai-security mlops drift-detection machine-learning-operations

Updated Sep 22, 2022
TypeScript

modzy / sdk-java

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The official Java library for the Modzy Machine Learning Operations (MLOps) Platform

java docker kubernetes machine-learning microservices api-client explainable-ai production-machine-learning ai-security mlops drift-detection machine-learning-operations

Updated Dec 14, 2021
Java

modzy / sdk-go

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The Golang library for Modzy Machine Learning Operations (MLOps) Platform

docker kubernetes golang microservices api-client model-serving serving explainable-ai production-machine-learning ai-security mlops drift-detection machine-learning-operations api-client-go

Updated Dec 14, 2021
Go

GrandGarcon / KaggleAwesomeKernels

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Sharing my journey to be fluent in writing machine learning models for interesting datasets from competitions from kaggle , AICrowd and other ensemble of deep learning model techniques and then trying to get them to production.

kaggle production-machine-learning aicrowd