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God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

skops is a Python library helping you share your scikit-learn based models and put them in production

Modelstore ⭐ 334

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

Machine Learning ⭐ 206

Learn AI together, for free. AI learning and teaching resources for everyone.

PyMilo: Python for ML I/O

MLOps simplified. From ML Pipeline ⇨ Data Product without the hassle

Mloperator ⭐ 89

Machine Learning Operator & Controller for Kubernetes

Polyaxon Examples ⭐ 65

Code for tutorials and examples

Hypertune ⭐ 60

A library for performing hyperparameter optimization

Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.

Cs329s Covid Prediction ⭐ 24

This repository is a work-in-progress ML production pipeline for detecting Covid-19 from cough sounds and clinical information.

Polyaxon Core Client & CLI to streamline MLOps

Datasette Ml ⭐ 13

A Datasette plugin providing an MLOps platform to train, eval and predict machine learning models

Liga: Let Data Dance with ML Models

Public reusable components for Polyaxon

Neptune Sklearn ⭐ 6

Experiment tracking for scikit-learn. 🧩 Log, organize, visualize and compare model metrics, parameters, dataset versions, and more.

Mlops Starter Sklearn ⭐ 6

Azure Machine Learning と GitHub を利用した MLOps のサンプルコード

Bodywork Mlops Demo ⭐ 5

Demonstrating how Bodywork can be used to deploy a simulation of the lifecycle of a train-and-serve ML pipeline, responding to new data undergoing concept drift.

Full Machine Learning Lifecycle using Airflow, MLflow, and AWS S3

Bodywork Scikit Fastapi Project ⭐ 5

Deploy Scikit-Learn models on Kubernetes, using FastAPI with Bodywork.

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