A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
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Updated
Jul 7, 2024
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
Machine Learning Engineering for Production (MLOps) Coursera Specialization
Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.
Frouros: an open-source Python library for drift detection in machine learning systems.
Carefully curated list of awesome data science resources.
Chassis turns machine learning models into portable container images that can run just about anywhere.
A modern, enterprise-ready business intelligence web application
The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.
Python library for Modzy Machine Learning Operations (MLOps) Platform
Learn the ins and outs of efficiently serving Large Language Models (LLMs). Dive into optimization techniques, including KV caching and Low Rank Adapters (LoRA), and gain hands-on experience with Predibase’s LoRAX framework inference server.
A curated list of resources to deep dive into the intersection of applied machine learning and threat detection.
Explore a modular, end-to-end solution for heart disease prediction in this repository. From problem definition to model evaluation, dive into detailed exploratory data analysis. Experience seamless integration with MLOps tools like DVC, MLflow, and Docker for enhanced workflow and reproducibility.
The official Java library for the Modzy Machine Learning Operations (MLOps) Platform
This project contains the production-ready Machine Learning solution for detecting and classifying Covid-19, Viral disease, and No disease in posteroanterior and anteroposterior views of chest x-ray
A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀
The Golang library for Modzy Machine Learning Operations (MLOps) Platform
Curated set of MLOps tools to work with the Neu.ro MLOps platform
The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈
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