Python Mlops-template Resources

Deliver ML products, better & faster Giskard is an Open-Source CI/CD platform for ML teams. Inspect ML models visually from your Python notebook 📗 Re

MLOps Zoomcamp Our MLOps Zoomcamp course Sign up here: https://airtable.com/shrCb8y6eTbPKwSTL (it's not automated, you will not receive an email immed

Google Cloud Vertex AI Samples Welcome to the Google Cloud Vertex AI sample repository. Overview The repository contains notebooks and community conte

Boostcamp-AI-Tech-Product-Serving 부스트캠프 AI Tech - Product Serving 자료 Repository 구조 part1(MLOps 개론, Model Serving, 머신러닝 프로젝트 라이프 사이클은 별도의 코드가 없으며, part

MkPosters Create posters using Markdown. Supports icons, admonitions, and LaTeX mathematics. At the moment it is restricted to the specific layout of

Website • Docs • Community Slack 💡 What is NannyML? NannyML is an open-source python library that allows you to estimate post-deployment model perfor

Overview English | 简体中文 How to Build dynamic web rapidly? We choose Formwork-Flask. Formwork is a highly packaged Flask Demo. It's intergrates various

Azure MLOps (v2) solution accelerator Welcome to the MLOps (v2) solution accelerator repository! This project is intended to serve as the starting poi

Responsible AI Workshop Responsible innovation is top of mind. As such, the tech industry as well as a growing number of organizations of all kinds in

MLOPS on AWS | AMLD 2022 This repository contains all the resources necessary to follow along and reproduce the workshop "MLOps on AWS: a Hands-On Tut

Federal University of Rio Grande do Norte Technology Center Department of Computer Engineering and Automation Machine Learning Based Systems Design Re

Machine Learning Engineering for Production (MLOps) Specialization on Coursera (offered by deeplearning.ai) Programming assignments from all courses i

ZenBytes Join our Slack Community and become part of the ZenML family Give the main ZenML repo a GitHub star to show your love ZenBytes is a series of

EntLM The source codes for EntLM. Dependencies: Cuda 10.1, python 3.6.5 To install the required packages by following commands: $ pip3 install -r requ

flask-template By GaGoU :3 a simple template for make an flask api notes: you ca

FastAPI ML Template Run Web API Local $ sh run.sh # poetry run uvicorn app.mai

A slightly opinionated template for iPython configuration for interactive development. Auto-reload and no imports for packages and modules in the project.

Two scripts help you to convert csv file to md file by template. One help you generate multiple md files with different filenames from the first colume of csv file. Another can generate one md file with several blocks.

This project shows steps to build an end to end MLOps architecture that covers data prep, model training, realtime and batch inference, build model registry, track lineage of artifacts and model drift detection. It utilizes SageMaker Pipelines that offers machine learning (ML) to orchestrate SageMaker jobs and author reproducible ML pipelines.

CDK Template of Table Definition AWS Lambda for RDB Overview This sample deploys Amazon Aurora of PostgreSQL or MySQL with AWS Lambda that can define

Vertex AI: Serverless framework for MLOPs (ESP / ENG) Español Qué es esto? Este repo contiene un pipeline end to end diseñado usando el SDK de Kubeflo

backend A Django GraphQL (Graphene) base template Make sure your IDE/Editor has Black and EditorConfig plugins installed; and configure it lint file a

discord.py bot template A discord.py bot template with easy deployment through Github Actions. You can use this template to just run a Python instance

This is a template for FastAPI that comes with authentication preconfigured.

DSAIL Repository Template DSAIL @ KAIST . ├── configs ('--F', help='for configur

Odoo ERP Boilerplate A basic template for Creating Odoo Module. Folders inside this repository consist of snippet code and a module example. Folders w

The unified machine learning framework, enabling framework-agnostic functions, layers and libraries. Contents Overview In a Nutshell Where Next? Overv

Halcyon stock bot Hello! This is an example / template bot using the halcyon matrix bot library. Feel free to ask questions in the matrix chat #halcyo

A Python command-line utility for validating that the outputs of a given Declarative Form Azure Portal UI JSON template map to the input parameters of a given ARM Deployment Template JSON template

Spotify User Token Generator Template Quick Start $ pip3 install -r requirements

Modern Data Lake Storage Layers This repository contains supporting assets for my research in modern Data Lake storage layers like Apache Hudi, Apache

File Structure . ├── LICENSE ├── Makefile # commands ├── README.md ├──

Soorgeon Join our community | Newsletter | Contact us | Blog | Website | YouTube Convert monolithic Jupyter notebooks into Ploomber pipelines. soorgeo

MLOps with Vertex AI This example implements the end-to-end MLOps process using Vertex AI platform and Smart Analytics technology capabilities. The ex

Calculator-Template-Django this is a template tag project for django to calculate in templates , enjoy it Get Started : 1 - Download Source Code 2 - M

Tutorial Repository with a minimal example for showing how to deploy training across various compute infrastructure.

MLOps The MLOps is the process of continuous integration and continuous delivery of Machine Learning artifacts as a software product, keeping it insid

Using DVC with PyCaret & FastAPI (Demo) This repo contains all the resources for my demo explaining how to use DVC along with other interesting tools

🤖 AI Awesome Project Template 👋 Template author You may want to adjust badge links in a README.md file. 💎 Installation with pip Installation is as

Django Rest Framework + React application.

discord-cogs-template A discord.py bot template with Cogs implemented. Instructions Before you start ⚠ Basic knowledge of python is required. Steps If

Hydra Lightning Template for Structured Configs Template for creating projects with pytorch-lightning and hydra. How to use this template? Create your

Description This library provides an abstraction to perform Model Versioning using Weight & Biases. Features Version a new trained model Promote a mod

Warning - this repository is a snapshot of a repository internal to NHS Digital. This means that links to videos and some URLs may not work. Repositor

A string template language hosted by Python3 runtime. Conventionally, the source code of this language is written in plain text with utf-8 encoding and stored in a file with extension ".meme".

Python Telegram Bot Template Concepts Customizable python-telegram-bot template implementing code refactoring to streamline development process: handl

This project is the implementation template for HW 0 and HW 1 for both the programming and non-programming tracks

discord_bot_template.py A minimal and open-source discord.py boilerplate for kick-starting bot projects. I spend a lot of time developing bots for dif

The goal of the exercises below is to evaluate the candidate knowledge and problem solving expertise regarding the main development focuses for the iFood ML Platform team: MLOps and Feature Store development.

Production-ready dockerized async REST API on Starlite with SQLAlchemy and PostgreSQL

A Pycord Template with some example! Getting Started: Clone this repository using git clone https://github.com/AungS8430/pycord-template.git If you ha

Forkable, Minimal Template for Starknet Projects.

OTS React.JS - DJango Web Application (UNTESTED) This repository servers as a template for creating React.JS - Django Web Applications. Note that the

learn python in 100 days, a simple step could be follow from beginner to master of every aspect of python programming and project also include side project which you can use as demo project for your personal portfolio

Django-Rest-Template! This is a basic starter template for a backend project with Django as the server and PostgreSQL as the database. About the templ

Awesome production machine learning This repository contains a curated list of awesome open source libraries that will help you deploy, monitor, versi

A cpp project template that uses CMake to build and Google Test / Github Actions to provide a CI

pytorch_ml_template This repository is a basic Machine Learning train & validation Template (Using PyTorch) TODO Markdown 사용법 Build Docker 사용법 Anacond

🛬 Token Drop Template This is a template to perform token drops efficiently on Tezos blockchain. The drop is handled using Merkle Tree Distribution m

Generate FastAPI projects for high performance applications. Based on MVC architectural pattern, WSGI + ASGI. Includes tests, pipeline, base utilities, Helm chart, and script for bootstrapping local Minikube with high available Redis cluster.

A clean, easy to scale discord bot template. Develope using nextcord library and can be use with any other discord.py forked library.

The base to start an openapi project featuring: SQLModel, Typer, FastAPI, JWT Token Auth, Interactive Shell, Management Commands.

image source EmoBERT-MLOps The goal of this repository is to build an end-to-end MLOps pipeline based on the MLOps course from Made with ML, but this

Great Expectations Always know what to expect from your data. Introduction Great Expectations helps data teams eliminate pipeline debt, through data t

Um template para quem quiser usar o Docker + PGSQL + Django.

Python Flask Server Template Check the Github Repository for updates Flask is an application builder. It is very common in Python but can also be used

MLops tools review focused on execution using multiple cluster types: slurm, kubernetes, dask...

GitHub Profile Readme Description That's a simple and minimalist README.md for your profile Usage You can download or copy to your repository and make

Python + Poetry REST API with FastAPI, hosted on GCP This template will get you ready to deploy a FastAPI app in Google Cloud with automatic API versi

Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort

Pincer Discord Bot Template (Python) WARNING: Pincer is still in its alpha/plann

streamlit-template A streamlit app template for geospatial applications based on

Discord Bot Template with Python 3.x This is a template for creating a custom Di

Markdown Journal Template Description This project contains a script which creates a markdown journal template for the current year by creating a mark

Tensorflow Project Template A simple and well designed structure is essential for any Deep Learning project, so after a lot of practice and contributi

Red Mail Next generation email sender What is it? Red Mail is an advanced email

cookiecutter-allpurpose-minimal-python A simple cookiecutter template for general-purpose python projects. To use, run pip install cookiecutter cookie

Solar-radiation-ISB-MLOps - Flask app to predict daily radiation from the time series of Solcast from Islamabad, Pakistan.

Lightning-Hydra-Template A clean and scalable template to kickstart your deep learning project 🚀 ⚡ 🔥 Click on Use this template to initialize new re

Forkable, Minimal Template for Starknet Projects.

FlaskAPITempate A template for a Flask API. Why tho? I just wanted an easy way to create a Flask API. How to setup First, use the template. You can do

Python Project Template A low dependency and really simple to start project template for Python Projects. HOW TO USE THIS TEMPLATE DO NOT FORK this is

whylogs: A Data and Machine Learning Logging Standard whylogs is an open source standard for data and ML logging whylogs logging agent is the easiest

The Ultimate PyTorch Source-Build Template Translations: 한국어 TL;DR PyTorch built from source can be x4 faster than a naïve PyTorch install. This repos

Python project template for Web API with cookiecutter What's this This provides the project template including minimum test/lint/typechecking package

Hub is a dataset format with a simple API for creating, storing, and collaborating on AI datasets of any size. The hub data layout enables rapid transformations and streaming of data while training models at scale. Hub is used by Google, Waymo, Red Cross, Oxford University, and Omdena.

fastapi-chameleon Adds integration of the Chameleon template language to FastAPI. If you are interested in Jinja instead, see the sister project: gith

fastapi-jinja Adds integration of the Jinja template language to FastAPI. This is inspired and based off fastapi-chamelon by Mike Kennedy. Check that

Disclaimer I won't answer issues or emails regarding the project anymore. The project is old and not maintained anymore. I'm not sure if it still work

Satoshi ~ DiscordCryptoBot Satoshi is a simple python discord bot using discord.py that allow you to track your favorites cryptos prices with your own

Obsidian Template OB_Template is a vault template reference for using Obsidian. If you've tested out Obsidian. and worked through the "Obsidian Help"

K3ai will take care of setup K8s for You, deploy the AI tool of your choice and even run your code on it.

Overview Chameleon is an HTML/XML template engine for Python. It uses the page templates language. You can use it in any Python web application with j

Lightweight experiment tracking tool for AI/ML individuals and teams. Fits any workflow. Neptune is a lightweight experiment logging/tracking tool tha

Satoshi ~ DiscordCryptoBot Satoshi is a simple python discord bot using discord.py that allow you to track your favorites cryptos prices with your own

Render template parts with extended cache control. Installation Install django-viewlet in your python environment $ pip install django-viewlet Support

For information on how to use this project template, check out the wiki. {{ project_name }} Table of Contents Requirements Local Setup Local Developme

Cookiecutter Google Function Cookiecutter template for a Google Function. Powered by Poetry, and GitHub actions. Quickstart Install the latest Cookiec

Purpose This tool is designed to aid an operator in modifying ADCS certificate templates so that a created vulnerable state can be leveraged for privi

ESP AP Webserver demo.mp4 This is my experiment with "mobile app development" for the ESP32. The project consists of two parts, the ESP32 code and the