EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

machine-learningdata-miningawesomedeep-learningawesome-listinterpretabilityprivacy-preservingproduction-machine-learningmlopsprivacy-preserving-machine-learningexplainabilityresponsible-aimachine-learning-operationsml-opsml-operationsprivacy-preserving-mllarge-scale-mlproduction-mllarge-scale-machine-learning
This is stars and forks stats for /EthicalML/awesome-production-machine-learning repository. As of 29 Apr, 2024 this repository has 14500 stars and 1969 forks.

Awesome Production Machine Learning This repository contains a curated list of awesome open source libraries that will help you deploy, monitor, version, scale and secure your production machine learning ๐Ÿš€ Quick links to sections in this page ๐Ÿ” Explaining Predictions & Models ๐Ÿ” Privacy Preserving ML ๐Ÿ“œ Model & Data Versioning ๐Ÿ Model Training Orchestration ๐Ÿ’ช Model Serving & Monitoring ๐Ÿค– AutoML ๐Ÿงต Data Pipeline ๐Ÿท๏ธ Data Labelling ๐Ÿ“… Metadata Management ๐Ÿ—บ๏ธ Computation Distribution ๐Ÿ“ฅ Model Serialisation ๐Ÿงฎ...
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