random-matrix-theory

Python toolbox for sampling Determinantal Point Processes

A Julia package for numerical computation in quantum information theory

Python for Random Matrix Theory: cleaning schemes for noisy correlation matrices.

Matlab Notebook for visualizing random matrix theory results and their applications to machine learning

A Library for Denoising Single-Cell Data with Random Matrix Theory

Parallel random matrix tools and complexity for deep learning

Python library for Random Matrix Theory, cleaning schemes for correlation matrices, and portfolio optimization

A Random Matrix Approach to Extreme Learning Machine

A clusterability measure for scRNA-seq data.

Website for the ICML 2021 tutorial on Random Matrix Theory and Machine Learning

A Random Matrix Approach for Least Squares SVM Analysis

A Random Matrix Approach for Random Feature Maps

A package for Random Matrix Theory

Generate the Tracy-Widom distribution functions for beta = 1, 2, or 4 in Python

Wishart,GOE and GUE

Random Graphs, Random Matrices, FK Dependent Categorical, Galton-Watson

R package associated with paper "Component response rate variation underlies the stability of highly complex finite systems" (Duthie, AB. 2020. Sci. Rep. 10:8296, https://www.nature.com/articles/s41598-020-64401-w). This repository contains all manuscript text and supplemental information, and all code for recreating analyses.

Random Matrix - Theory and Applications

A package for generating and analyzing Aztec diamonds