🤖 Easily create chat bots for Twitch.tv

Tool suite for kappa models. Documentation and binaries can be found in the release section. Try it online at

Simple demo implementation of Lambda and Kappa architectures using Python, Docker, Kafka, Spark and Cassandra

The Twitch Ruby API

peer to peer database

XDSME: XDS Made Easier

Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯

Parse Twitch emotes

Get performance metrics and graphs of a scorecard

Phobos plugin which saves your kafka events to the database

Common metrics for evaluation of machine learning models

Statistics tools, including a kappa calculator and a Lin's concordance calculator.

command line stuff to calculate inter annotator agreement

MATLAB/GNU Octave code to predict the hygroscopicity parameter kappa for organic compounds from functional group composition.

Kappa Snapshot Analysis

Causal analysis for the Kappa language.

Mirror of Apache Metron

Kupper-Hafner inter-rater agreement calculation library

Reactive event driven applications with bottomless storage