machine-learning-operations

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 🚀

kubernetes workflow machine-learning deep-learning ml orchestration dataops operator machine-learning-pipelines model-management model-training machine-learning-workflow machine-learning-projects machine-learning-training mlops ml-pipeline model-monitoring machine-learning-operations ml-workbench

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patternex / awesome-ml-for-threat-detection

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A curated list of resources to deep dive into the intersection of applied machine learning and threat detection.

machine-learning cybersecurity awesome-list papers threat-detection applied-machine-learning machine-learning-systems machine-learning-operations

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ksm26 / Efficiently-Serving-LLMs

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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.

text-generation batch-processing server-optimization model-serving model-acceleration inference-optimization optimization-techniques machine-learning-operations deep-learning-techniques model-inference-service performance-enhancement scalability-strategies serving-infrastructure large-scale-deployment

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Jupyter Notebook

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

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TypeScript

openlayer-ai / openlayer-python

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The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

machine-learning ai tensorflow ml unbox model-deployment ml-infrastructure synthetic-dataset-generation openlayer data-centric mlops machine-learning-operations model-explainability

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Python

JuliaAI / MLJFlow.jl

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Connecting MLJ and MLFlow

data-science machine-learning statistics julia mlops mlflow machine-learning-operations mlj machine-learning-ops

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Julia

KalyanM45 / Heart-Disease-Prediction

Sponsor

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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.

end-to-end-machine-learning disease-prediction machine-learning-operations heart-disease-prediction heart-failure-prediction mlops-workflow

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Jupyter Notebook

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

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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

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Go

Hassi34 / COVID-19-chest-X-ray-image-classification

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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

data-science machine-learning circleci ai tensorflow gcp cloud-computing machinelearning cicd aiops mlops mlflow mlflow-tracking-server fastapi machine-learning-operations industry-standard-practices experiments-tracking dvc-pipeline dagshub

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Python

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