Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.
☆67Feb 15, 2023Updated 3 years ago
Alternatives and similar repositories for ml-workflow-automation
Users that are interested in ml-workflow-automation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MLOps tutorial using Python, Docker and Kubernetes.☆416Oct 18, 2024Updated last year
- Study notes and demos.☆13Feb 14, 2024Updated 2 years ago
- Using AWS Lambda with Docker to deploy a deep learning model☆23Feb 28, 2021Updated 5 years ago
- This repository contains code samples for Vertex AI, including pipelines, metadata and more. Mainly with finance datasets.☆15Feb 7, 2026Updated 6 months ago
- ML pipeline orchestration and model deployments on Kubernetes.☆436Aug 18, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Using Extractive summarization to summarize medium posts☆11Nov 17, 2019Updated 6 years ago
- Developed a data pipeline to automate data warehouse ETL by building custom airflow operators that handle the extraction, transformation,…☆89Nov 22, 2021Updated 4 years ago
- Text Mining with Machine Learning and Python [Video], Published by Packt☆26Jan 30, 2023Updated 3 years ago
- rim provides an interface to Maxima for R. Maxima is a powerful and fairly complete computer algebra system.☆13Nov 25, 2025Updated 8 months ago
- Udacity Data Pipeline Exercises☆15Jun 6, 2020Updated 6 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Jun 10, 2022Updated 4 years ago
- This is an AI model for detecting and recognizing invoice information by yolov5 and OCR.☆16Dec 16, 2022Updated 3 years ago
- End to end training MNIST image classifier with tf.Keras, convert to TFLite and deploy to Android☆20Dec 20, 2019Updated 6 years ago
- Repository for medium article☆21Jan 16, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementing best practices for PySpark ETL jobs and applications.☆2,120Jan 1, 2023Updated 3 years ago
- running apache spark with docker swarm☆34Feb 25, 2021Updated 5 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆106Feb 21, 2019Updated 7 years ago
- Random jupyter notebooks on data analysis and machine learning☆16Nov 23, 2018Updated 7 years ago
- R package for ttf2pt1- to be used with extrafont package☆14Sep 23, 2025Updated 10 months ago
- ☀️🦶 A lightweight framework for collaborative, open-source feature engineering☆33Oct 25, 2021Updated 4 years ago
- Deploy your ML model as an API on AWS☆41May 26, 2021Updated 5 years ago
- A simple Flask API for named entity extraction using spaCy Model☆46Mar 4, 2019Updated 7 years ago
- In this work, we compared the predictive capabilities of six different machine learning algorithms - linear regression, random forest, ex…☆17Sep 21, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- efficient algorithms for general tasks with good time complexity.☆11Oct 23, 2022Updated 3 years ago
- ☆25May 9, 2022Updated 4 years ago
- A simple and minimalistic LaTeX beamer theme.☆15Oct 10, 2022Updated 3 years ago
- Package to link to CGAL (Computational Geometry Algorithms Library) header files. Downloads CGAL version 6.0.1 on install.☆13Oct 10, 2025Updated 10 months ago
- Example project showing how we can compare TensorFlow and TensorFlow Lite models☆26Apr 3, 2020Updated 6 years ago
- Multi-objective optimization in R☆12May 13, 2026Updated 3 months ago
- Composable Preprocessing Operators for MLR☆36Jun 17, 2025Updated last year
- Service for machine learning model prediction in Flask, celery☆24Sep 26, 2018Updated 7 years ago
- Erlang AAA session implementation for erGW☆12Jun 11, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This application "listens" for a ticket creation event from Zendesk, analyses the ticket for negative sentiment, tags the ticket accordin…☆14Mar 10, 2025Updated last year
- This repo contains a data science project to identify patients at high-risk of Alzheimer's disease.☆12Feb 20, 2021Updated 5 years ago
- An interactive web application built on CARTO and D3 for visualizing relationships between traffic crashes and poverty in NYC.☆12Sep 7, 2016Updated 9 years ago
- Foundations and Applications of Statistics: An Introduction Using R☆12Aug 1, 2025Updated last year
- 整理所有特征工程用到的方法,为了复用☆11Jan 11, 2021Updated 5 years ago
- These are the slides and code for my tutorial "Computer Vision: an (Un?)Expected Journey" at PyData London 2018☆30May 30, 2018Updated 8 years ago
- ☆30Feb 14, 2025Updated last year