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UCL MSc Computational Statistics and Machine Learning Revision Notes
Gang transform（CR-PNN）:Renamed "DD".New ArXiv and code: https://github.com/liugang1234567/Gang-neuron. B站视频讲解：https://www.bilibili.com/video/BV1zp4y1971R/
Practical work of the course : Audio signal Analysis, Indexing and Transformations that aims to span several domains of audio signal analysis including audio indexing (or machine listening), high-…
biosignalsnotebooks project includes a set of Jupyter Notebooks explaining some processing tasks which have been specially designed for biosignalsplux and OpenSignals users. A Python package is als…
Optimized ESPRIT algorithm for ELC4396 Final
Colorado Electroencephalography and Brain-Computer Interfaces Laboratory
A collection of various deep learning architectures, models, and tips
Code for "Latent ODEs for Irregularly-Sampled Time Series" paper
ObsPy: A Python Toolbox for seismology/seismological observatories.
This guide includes a Continuous Wavelet Transform (CWT), significance tests from based on Torrence and Compo (1998) and Cross Wavelet Analysis (CWA) based on Maraun and Kurths(2004).
Python Package for the Analysis of Paleoclimate Data. Documentation at
A machine learning package for streaming data in Python. The other ancestor of River.
A MATLAB package for the short-time Fourier transform, the synchrosqueezing transform, ConceFT, and the deshape technique
Data-driven modeling of chaotic systems in the form of SDEs and nonlinear observation maps
vector and ensemble signal analysis w/ subspace methods such as Esprit and RootMusic
An open source, Python-based software platform for energy storage simulation and analysis developed by Sandia National Laboratories.
Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
Graph signal processing tutorial, presented at the GraphSiP summer school.
Predicts article category based from BBC's documents as trained data set.
GridCal, a cross-platform power systems software written in Python with user interface, used in academia and industry.
matplotlib configurations for specific publications
https://alamgirh.github.io/bibtex-jupyter/
DEPRECIATED :: Use PowerModelsRestoration.jl
Must-read papers on graph neural networks (GNN)