Hopsworks - Data-Intensive AI platform with a Feature Store

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

This is RonDB, a distribution of NDB Cluster developed and used by Hopsworks AB. It also contains development branches of RonDB.

Tutorials for the Hopsworks Platform

A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.

Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)

Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.

HopsWorks - Hadoop for Humans

Python - Java/Scala API for the Hopsworks feature store

Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expected.

Utility Library for Hopsworks. Issues can be posted at https://community.hopsworks.ai

PyData Berlin 2024 Tutorial on Tiktok Recommender using Python and Hopsworks

Lahinch surf predictions with Hopsworks

A simple app to help you find relevant machine learning papers to read.

Python SDK to interact with the Hopsworks API

Chef Cookbook for Hopsworks

Serverless ML system to predict the direction and volume of electricity flows to and from the Netherlands and its energy transmission partners 🇳🇱⚡️

Documentation for Hopsworks and Hops

Hopsworks Machine Learning Api 🚀 Model management with a model registry and model serving

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Utility Library for Hopsworks

Backfill historical OHLC feature in a Feature Store (Hopsworks) using an orchestration tool (Prefect).

Repository created by GitHub Project Operator

Streaming feature pipelines using Flink, Coinbase websocket APIs and Hopsworks

Predicting Snow Conditions in Passo Tonale (Trento, Italy)

Karamelized wrapper cookbook for installing Kibana and Logstash to work with Hopsworks.

Index and search PDFs using LLMs and Hopsworks

Hopsworks.ai Terraform provider

Installation script for Hopsworks on Kubernetes for OVHCloud, Amazon Web Services, Microsoft Azure and Gougle Cloud.