Dr. James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system to perform multi-class classification using Python and the ...

LightGBM can perform multi-class classification, binary classification (predict one of two possible values), regression (predict a single numeric value) and ranking. The best way to see where this ...

Uses embedding-based similarity to find the most relevant classes from your dataset. This step handles the core classification by computing cosine similarity between the input text and all class ...

This project demonstrates how to build and train a Convolutional Neural Network (CNN) for image classification using Python and deep learning frameworks. The notebook contains all the steps from data ...