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machine-learning-operations

Here are 23 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 Apr 15, 2023

BentoML

bentoml / BentoML

Unified Model Serving Framework 🍱

Updated Apr 22, 2023
Python

SeldonIO / seldon-core

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 Apr 21, 2023
HTML

evidentlyai / evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

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

Updated Apr 21, 2023
Python

IFCA / frouros

Frouros is an open source Python library for drift detection in machine learning systems.

python data-science machine-learning statistics ai ml concept-drift machine-learning-engineering mle mlops drift-detection machine-learning-operations data-drift dataset-drift dataset-shift

Updated Apr 10, 2023
Python

chassis

modzy / chassis

Chassis turns machine learning models into portable container images that can run just about anywhere.

python docker kubernetes machine-learning automation microservice containers python-library ci-cd mlops machine-learning-operations

Updated Mar 21, 2023
Jupyter Notebook

katonic-dev / explainit

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

mattborghi / mlops-specialization

Machine Learning Engineering for Production (MLOps) Coursera Specialization

data-science data machine-learning deep-learning coursera neural-networks coursera-specialization mlops machine-learning-operations

Updated May 22, 2021
Jupyter Notebook

modzy / sdk-python

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 Feb 14, 2023
Python

modzy / sdk-javascript

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

openlayer-ai / examples-gallery

Sample notebooks that use the Openlayer Python API

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

Updated Apr 11, 2023
Jupyter Notebook

patternex / awesome-ml-for-threat-detection

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

Updated Sep 23, 2020

modzy / sdk-java

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

neuro-inc / neuro-extras

Curated set of MLOps tools to work with the Neu.ro MLOps platform

neuro mlops machine-learning-operations

Updated Apr 17, 2023
Python

modzy / sdk-go

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

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

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

Updated Mar 31, 2023
Python

kostaleonard / mlops

A framework for conducting MLOps.

machine-learning deep-learning machine-learning-operations

Updated Apr 16, 2022
Python

abhisrn1986 / TwitterDataPipeline

The project comprises a real-time tweets data pipeline, a sentimental analysis of the tweets module, and a Slack bot to post the tweets' sentiments. The project uses SentimentIntensityAnalyzer from the VaderSentiment library. The analyzer gives positive, negative, and compound scores for small texts (such as tweets in this case). The real-time d…

Updated Jun 10, 2022
Python

awesome-mlops / awesome-mlops-kubernetes

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

Updated Apr 20, 2022

DrazenDodik / tf2_quickstart_valohai

In this tutorial we'll bring the TensorFlow 2 Quickstart to Valohai, taking advantage of Valohai versioned experiments, data inputs, outputs and exporting metadata to easily track & compare your models.

tensorflow valohai machine-learning-tutorial machine-learning-operations

Updated Mar 24, 2023
Python

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