Different flavours of CUSUM for change point detection.

A scikit-learn compatible Python implementation of the Directed Batch Growing Self-Organizing Map

Directed Batch Growing Self Organizing Map

The objective of this repository is to provide a learning and experimentation environment to better understand the details and fundamental concepts of neural networks by building neural networks from scratch.

Analyzes FBL (Fast Batch Learning) system performance, benchmarks, and implementation changes six months post-deployment using batch processing and machine learning evaluation techniques.

Hands-on example of Batch vs Online Learning in Machine Learning using SGDRegressor 🚀📊

Small-Data Machine Learning for adaptive identification, prediction and control of SISO dynamic systems using Higher-Order Neural Units (HONUs).