Welcome to the Parametric RAG Toolkit, developed as part of our SIGIR 2025 Tutorial: Dynamic and Parametric Retrieval-Augmented Generation. Change the path of src/root_dir_path.py to the path you ...

Driver components can be used to automate complex analysis workflows. In this tutorial, we automate the execution of a parametric study using the chained component analyses from the previous example.

Abstract: Activation functions are pivotal in neural networks, determining the output of each neuron. Traditionally, functions like sigmoid and ReLU have been static and deterministic. However, the ...

Over a century old, this form of data mining is still being used very intensively by statisticians and machine learners alike. We explore nearest neighbor learning, k-nearest-neighbor, kernel methods ...