modzy/python-model-template

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Python
Created almost 4 years ago
Updated almost 3 years ago

modzy/python-model-template

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Python implementation of Modzy MLOps Platform model container v1 specification

chassis

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

Jupyter Notebook

hugging-face-raspberry-pi

Deploy, serve, and run a Hugging Face model on a Raspberry Pi with just a few lines of code

Jupyter Notebook

model-deployment-checklist

An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.

sdk-python

Python library for Modzy Machine Learning Operations (MLOps) Platform

grpc-model-template

Python implementation of Modzy MLOps Platform model container v2 specification

modzy-labelstudio-sample

Create training data labels from a production model with Modzy, Dropbox, and Label Studio

sdk-javascript

The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.

sdk-java

The official Java library for the Modzy Machine Learning Operations (MLOps) Platform

openmodelinterface

Specification for multi-platform OCI-compatible container images for Machine Learning models.

Modzy-QGIS-Plugin

QGIS Plugin to import Modzy Models

modzy-jupyter-notebook-samples

Jupyter Notebook

modzy_flask_template

A template for using Modzy-hosted AI/ML models with Flask

basic-image-classification

defect-detection-application

This repository provides an example implementation of a Flask application integrated with computer vision models for defect detection.

sdk-go

The Golang library for Modzy Machine Learning Operations (MLOps) Platform

edge-ai-standards-mqtt

Design standards for using edge AI with MQTT

fastapi-app-tech-talk

This repository includes an example of a simple FastAPI application containerized and served with Docker.

sad-bot

Sad bot is a sentiment-aware Slack bot that will respond with custom, encouraging messages when mentioned in a slack conversation.

grpc-packaged-basic-image-classification

gRPC implementation of Open Source Packaged Basic Image Classification

modzy-edge-hugging-face-raspberry-pi

Deploy, serve, and run a Hugging Face model on a Raspberry Pi with just a few lines of code

Jupyter Notebook

grpc-sentiment-analysis

cli

integration-excel-mac

Resources for building Modzy integrations into Excel for Mac with VBA

edge-ai-design-principles

8 principles for designing edge ai systems

packaged-basic-image-classification

github-workflow-model-deployment

This repository illustrates a CI/CD pipeline to automate the deployment of machine learning models to Modzy.

ray-tune-hyperparameter-search

excel-integration-windows

This repository contains an example Modzy integration with Excel on a Windows OS

grpc_model

grpc_model python code for chassis internal grpc server