An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: random-matrix-theory

msuzen/research

Memo's research works.

Language: Jupyter Notebook - Size: 2.64 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 3 - Forks: 1

thibaut-lemoine/thibaut-lemoine.github.io

Language: CSS - Size: 19.9 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

simeonschaub/YoungTableaux.jl

utility package for dealing with partitions, Young tableaux and such

Language: Julia - Size: 6.01 MB - Last synced at: 15 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

weiyang2048/RandomMatrix.jl

A package for Random Matrix Theory

Language: Julia - Size: 941 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 0

msuzen/bristol

Parallel random matrix tools and complexity for deep learning

Language: Jupyter Notebook - Size: 463 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 33 - Forks: 13

yymao/TracyWidom

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

Language: Python - Size: 37.1 KB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 10 - Forks: 2

JuliaLabs/AztecDiamonds.jl

A package for generating and analyzing Aztec diamonds

Language: Julia - Size: 3.52 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

RabadanLab/randomly

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

Language: Jupyter Notebook - Size: 4.52 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 10

iitis/QuantumInformation.jl

A Julia package for numerical computation in quantum information theory

Language: Julia - Size: 1.15 MB - Last synced at: 20 days ago - Pushed at: 12 months ago - Stars: 100 - Forks: 25

CFMTech/Optimal_cleaning_for_singular_values_of_cross-covariance_matrices

Python scripts from paper Optimal cleaning for singular values of cross-covariance matrices, by Florent Benaych-Georges, Jean-Philippe Bouchaud, Marc Potters (see https://arxiv.org/abs/1901.05543)

Language: Python - Size: 43 KB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 4

harshit51-blip/Spectral-Statistical-Analysis-of-Abelian-Sandpiles

A personal project that grew out of analyzing spontaneous simultaneity using statistical methods in Abelian Sandpiles.

Language: Jupyter Notebook - Size: 2.17 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

RMT-TheoryAndPractice/RMT

Language: Matlab - Size: 14.6 KB - Last synced at: 8 months ago - Pushed at: over 7 years ago - Stars: 110 - Forks: 36

guilgautier/DPPy

Python toolbox for sampling Determinantal Point Processes

Language: Python - Size: 6.37 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 218 - Forks: 52

GGiecold/pyRMT

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

Language: Python - Size: 8.79 KB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 45 - Forks: 17

semraulab/phiclust

A clusterability measure for scRNA-seq data.

Language: R - Size: 140 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 3

himanshuvnm/Limited-Data-Acquisition-JULIA

This research work is about Limited Data Acquisition for the real life physical experiment of fluid flow across cylinder based on Kernelized Extended Dynamic Mode Decomposition by incorporating Gaussian Random Matrix Theory and Laplacian Kernel Function Hilbert space.

Language: Python - Size: 8.93 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Francesco-Zeno-Costanzo/Quantitative-Finance-RMT Fork of Kiize/Quantitative-Finance

Repository for portfolio optimization with Markowitz theory

Language: Python - Size: 140 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

variusLab/Random-matrices

Spectral properties of Gaussian ensembles

Language: Python - Size: 717 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Zhenyu-LIAO/RMT4ELM

A Random Matrix Approach to Extreme Learning Machine

Language: Jupyter Notebook - Size: 37.1 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 14 - Forks: 10

Zhenyu-LIAO/RMT4LSSVM

A Random Matrix Approach for Least Squares SVM Analysis

Language: Jupyter Notebook - Size: 91.8 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 2

Zhenyu-LIAO/RMT4ML

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

Language: Jupyter Notebook - Size: 96.4 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 74 - Forks: 27

Cobord/RandomMatrices

Wishart,GOE and GUE

Language: Python - Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: almost 9 years ago - Stars: 2 - Forks: 1

bradduthie/RandomMatrixStability

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.

Language: HTML - Size: 253 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

didiervega/RandomMatrix

This is a project related to multifractality in random networks and spatial long-range analysis.

Language: MATLAB - Size: 221 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

ahmadiphy/RMT

Random Matrix - Theory and Applications

Language: Jupyter Notebook - Size: 271 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

RePlasma/IntroRandomMatrixLivan

Introduction to Random Matrices Theory and Practice

Language: Mathematica - Size: 191 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

random-matrix-learning/random-matrix-learning.github.io Fork of BrainhackMTL/global2020

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

Language: HTML - Size: 20 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 3

msuzen/mixedRMT

mixedRMT: Mixed Random Matrix Theory : Practice and resources

Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

stepazel/QuantumChaos

Code for my bachelor thesis Quantum chaos on Graphs. The main part of this repository is its root-finding solution. Then, the Nearest Neighbor Distribution is performed for the quantum spectra and also for the spectra of some random matrices.

Language: Python - Size: 181 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rodrigoirm/Simple-GOE

A solution for one of Sethna's "Statistical Mechanics: Entropy, Order Parameters, and Complexity" problems regarding Random Matrix Theory.

Language: Python - Size: 25.4 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

mijailo/timeSeriesCorrelations

Colección de notebooks tutoriales para bajar series de tiempo financieras y analizarlas sus correlaciones.

Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Optical-Theory-Group/random-matrix-polarized-scattering

Random matrix theory of polarized light scattering in disordered media

Language: Python - Size: 41 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Zhenyu-LIAO/RMT4RFM

A Random Matrix Approach for Random Feature Maps

Language: Jupyter Notebook - Size: 56.6 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 5

GGiecold-zz/pyRMT

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

Language: Python - Size: 69.3 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 67 - Forks: 25

gmazzuca/RaMaIns

Density of states for the AL, Schur, and IND lattices

Language: Python - Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ferdiUP/random-matrices

Random matrix theory and spectral graph algorithms

Language: Python - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

shu-yusa/phd-thesis

My Ph.D. thesis on nuclear physics

Language: TeX - Size: 27.1 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

marinsantiago/Testing-for-equality-in-high-dimensional-covariance-matrices

Language: Jupyter Notebook - Size: 192 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

eli-fidele/RMAT

An R package for simulating random matrices and ensembles as well as computing and analyzing their eigenvalue spectra and dispersions.

Language: R - Size: 212 KB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 1

Cobord/Various-Probability

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

Language: Jupyter Notebook - Size: 171 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

shu-yusa/ccfull-rmt

Coupled-channels calculation for fusion reaction and quasi-elastic scattering with taking into account noncollective excitations.

Language: Fortran - Size: 368 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

violetavivi/High-order-interactions-in-ecology

Based on Allesina et al. (2017) and Bairey et al. (2016)

Language: Matlab - Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

Related Keywords
random-matrix-theory 42 machine-learning 6 random-matrices 4 python 4 deep-learning 3 statistical-mechanics 3 mathematics 3 physics 3 nuclear-reactions 2 matrix 2 coupled-channels 2 portfolio-optimization 2 correlation-matrices 2 sampling-methods 2 data-analysis 2 denoising 2 statistics 2 high-dimensional-statistics 2 interaction-dynamics 2 probability 2 neural-network 2 ergodicity 2 statistical-physics 2 ecology 1 correlation-analysis 1 quantum-graphs 1 nearest-neighbors 1 textbook 1 matlab 1 exercises-solutions 1 classification 1 random 1 network-trheory 1 data-analysis-python 1 support-vector-machine 1 data 1 biochemical-networks 1 spatial-random-matrix 1 random-networks 1 random-network-generator 1 multifractal-analysis 1 biological-networks 1 complex-networks 1 complex-systems 1 ecological-network 1 stability 1 network-theory 1 quantum-mechanics 1 fusion 1 random-graphs 1 galton-watson 1 categorical-variables 1 bernoulli-process 1 r 1 central-limit-theorem 1 phd-thesis 1 nuclear-physics 1 wigner-distribution 1 marcenko-pastur 1 k-regular-networks 1 graphs-algorithms 1 erdos-renyi 1 barabasi-albert 1 integrable-systems 1 noise-reduction 1 cleaning 1 applied-mathematics 1 random-features 1 kernel-methods 1 scattering-matrix 1 polarization 1 time-series-analysis 1 scipy 1 scikit-learn 1 rmt 1 pandas 1 jupyter-notebook 1 correlations 1 single-cell-rna-seq 1 single-cell-omics 1 single-cell-analysis 1 single-cell 1 dropout 1 julia 1 tracy-widom 1 probability-distribution 1 spin-glass 1 neural-architecture-search 1 machine-learning-algorithms 1 deep-learning-papers 1 deep-learning-complexity 1 complexity-measure 1 complexity-analysis 1 circular-ensembles 1 unitary-matrices 1 toeplitz-matrices 1 young-tableaux 1 yang-mills-theory 1 representation-theory 1 mathematical-physics 1