random-matrix-theory
Here are 41 public repositories matching this topic...
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Dec 20, 2017 - MATLAB
Python for Random Matrix Theory: cleaning schemes for noisy correlation matrices.
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Feb 5, 2018 - Python
A Random Matrix Approach for Random Feature Maps
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Feb 23, 2018 - Jupyter Notebook
A Random Matrix Approach to Extreme Learning Machine
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Feb 23, 2018 - Jupyter Notebook
Based on Allesina et al. (2017) and Bairey et al. (2016)
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Jun 12, 2018 - MATLAB
Coupled-channels calculation for fusion reaction and quasi-elastic scattering with taking into account noncollective excitations.
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Jul 1, 2018 - Fortran
Random Graphs, Random Matrices, FK Dependent Categorical, Galton-Watson
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Mar 20, 2019 - Jupyter Notebook
A Random Matrix Approach for Least Squares SVM Analysis
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Jun 5, 2019 - Jupyter Notebook
This is a project related to multifractality in random networks and spatial long-range analysis.
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Sep 9, 2019 - MATLAB
Random Matrix - Theory and Applications
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Dec 2, 2020 - Jupyter Notebook
Generate the Tracy-Widom distribution functions for beta = 1, 2, or 4 in Python
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Jan 13, 2021 - Python
An R package for simulating random matrices and ensembles as well as computing and analyzing their eigenvalue spectra and dispersions.
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Jan 19, 2024 - R
A solution for one of Sethna's "Statistical Mechanics: Entropy, Order Parameters, and Complexity" problems regarding Random Matrix Theory.
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May 5, 2021 - Python
Projects, etc.
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May 31, 2021 - Jupyter Notebook
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Nov 1, 2021 - Jupyter Notebook
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)
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Nov 15, 2021 - Python
Website for the ICML 2021 tutorial on Random Matrix Theory and Machine Learning
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Dec 8, 2021 - HTML
A clusterability measure for scRNA-seq data.
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Feb 2, 2022 - R
Python toolbox for sampling Determinantal Point Processes
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Mar 10, 2022 - Python
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