Popular GitHub Repositories for River

A machine learning package for streaming data in Python. The other ancestor of River.

Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.

Delta Sharing + MLflow for ML model & experiment exchange (arcuate delta - a fan shaped river delta)

River ice segmentation with deep learning

RiverSnap - estimation of river hydraulic parameters using machine learning/AI models

Code with the flow of a river, refactor with the grace of a breeze, and commit like the thunder — always moving, gently improving, and powerfully finalizing.

Official implementation of "Adaptive Machine Learning for Resource-Constrained Environments: A Comparative Study on CPU Utilization Prediction" - DELTA 2024, ACM SIGKDD KDD 2024

Geospatial Web of Things - Virtual Smart Things Group

A end-to-end ML project for River Flow prediction in Southampton using data from multiple Gov websites

River Swim and Six Arms environments implemented in JAX for RL agents.

A Covestro hosted hackathon at Carnegie Mellon University (As well as universities in Germany and China). My team and I were given a dataset and tasked with predicting the water level of the Rhine river.

Mixture of experts architecture for online machine learning.

River: an AI Environmental Expert. A RAG-based chatbot application designed to assist a Regional Council with data, documentation, and reporting regarding invasive species management. The application features integration with Slack and leverages tools from LangChain, OpenAI, Pinecone, and Azure Blob Storage.

HyperNEAT experiment for the River Crossing Task

IOT Based River Water Quality Monitoring System Using IBM Watson