The Wayback Machine - https://web.archive.org/web/20210725232031/https://github.com/topics/production-machine-learning

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production-machine-learning

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EthicalML / awesome-production-machine-learning

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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 Jul 15, 2021

SeldonIO / seldon-core

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Open

generate manifests using docker runtime

RafalSkolasinski commented Feb 24, 2021

For SC Operator it may be a good idea to generate CRD manifests from inside a docker container.
This should provide reproducible generation step and avoid "produces different output on my machine" issues.

Linter should also fail if generation of manifests produce diff with the commited version.

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good first issue

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Remove all references to contract.json in examples

2

Open

OpenAPI Swagger spec does not mention jsonData

1

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evidentlyai / evidently

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Interactive reports to analyze machine learning models during validation or production monitoring.

data-science machine-learning pandas-dataframe jupyter-notebook html-report production-machine-learning mlops model-monitoring machine-learning-operations data-drift

Updated Jul 22, 2021
Jupyter Notebook

Issue-Label-Bot

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 Apr 23, 2021
SCSS

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

Updated Apr 13, 2021
Jupyter Notebook

osamakhn / productionml

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ProductionML.{org,com} website

python aws machine-learning scala gcp production-machine-learning production-ai

Updated Jan 15, 2018
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