production-machine-learning

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

UpdatedMar 14, 2022
SCSS

MAIF /eurybia

Star212

⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

python machine-learning data-validation html-report drift domain-classifier production-machine-learning drift-detection model-monitoring data-drift model-drift datadrift-classifier

UpdatedOct 24, 2024
Jupyter Notebook

evidentlyai /ml_observability_course

Star92

Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

data-quality-checks data-quality production-machine-learning mlops model-monitoring machine-learning-operations model-performance data-drift ml-pipelines ml-monitoring ml-observability llmops

UpdatedDec 17, 2023
Jupyter Notebook

katonic-dev /explainit

Star33

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

UpdatedDec 9, 2022
Python

modzy /sdk-python

Star25

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

UpdatedSep 8, 2023
Python

modzy /sdk-javascript

Star16

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

UpdatedSep 22, 2022
TypeScript

modzy /sdk-java

Star11

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

UpdatedDec 14, 2021
Java

modzy /sdk-go

Star4

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

UpdatedDec 14, 2021
Go

GrandGarcon /KaggleAwesomeKernels

Star1

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