nystrom

A Python implementation of deltaBEM

Topology-aware cut-cell utilities for trimmed-domain kernel integration.

Spring 2017 Large Scale Matrix Computation and Machine Learning project investigating spectral clustering on big data

Repository containing the files for Project 2, course "HPC for numerical methods and data analysis", Fall 2024, EPFL

A Python implementation of the Diffusion Maps algorithm for non-linear dimensionality reduction, designed to follow scikit-learn conventions.

Robert Nystrom's Game Programming Patterns, implemented in C++ on top of Storm Engine v2 with igloo specs.

Script, demo e codice ausiliario per “Soluzione numerica di equazioni integrali di Fredholm su domini poligonali”

An experimental transpiler to C from the Lox programming language written in C# (Robert Nystrom: Crafting Interpreters)

Enitor provides the MATLAB implementation of several large-scale kernel methods.

Refresh-aware hybrid continuous-discrete low-rank kernel learning for streaming, large-scale regression.

Monte-Carlo Nystrom method in NumPy / PyTorch

Official TensorFlow implementation for AIHC, Springer 2021 paper: "A Two-tier Feature Selection Method using Coalition Game and Nystrom Sampling for Screening COVID-19 from Chest X-Ray Images".

An implementation of the Nyströmformer, using Nystrom method to approximate standard self attention

Experiement in paper "Approximate Manifold Regularization: Scalable Algorithm and Generalization Analysis", published in IJCAI 2019

Python implementation of RLS-Nystrom

Vision Xformers