yanxg / nlsa Goto Github PK
View Code? Open in Web Editor NEWThis project forked from dg227/nlsa
Kernel methods for statistical modeling of dynamical systems
License: BSD 3-Clause "New" or "Revised" License
This project forked from dg227/nlsa
Kernel methods for statistical modeling of dynamical systems
License: BSD 3-Clause "New" or "Revised" License
NLSA ALGORITHMS FOR MATLAB This repository contains a collection of Matlab classes implementing nonlinear Laplacian spectral analysis (NLSA) and related kernel algorithms for analyzing time series generated by dynamical systems. The distribution contains the following directories: examples/torus: Example scripts for data generated by a dynamical system on the torus nlsa/3rd_party Third-party functions nlsa/classes NLSA classes and methods nlsa/utils Additional supporting functions To install the package, put the nlsa directory in your Matlab path. This can be done by executing the command >> addpath(genpath('nlsa')) from the root directory of the distribution, or by launching Matlab from a directory containing the startup.m file provided. Basic documentation is provided in the class definition files: classes/@nlsaModel_base/nlsaModel_base.m classes/@nlsaModel/nlsaModel.m classes/@nlsaModel_den/nlsaModel_den.m classes/@nlsaModel_ose/nlsaModel_ose.m See also the README file in examples/torus. Disclaimer: This code is provided as an academic research tool with no guarantees about stability, performance, and correctness of numerical results. For comments and to report bugs email [email protected]. Main contributor: Dimitris Giannakis (NYU) Research funded through NSF grant DMS-1521775, ONR grant N00014-14-1-0150, ONR MURI grant 25-74200-F7112, and ONR YIP grant N00014-16-1-2649.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.