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19 search results found

PyWavelets - Wavelet Transforms in Python

Kymatio ⭐ 691

Wavelet scattering transforms in Python with GPU acceleration

Pytorch_wavelets ⭐ 538

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

A Python module for continuous wavelet spectral analysis. It includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. In addition, the module also includes cross-wavelet transforms, wavelet coherence tests and sample scripts.

Pytorch Wavelet Toolbox ⭐ 222

Differentiable fast wavelet transforms in PyTorch with GPU support.

Graphwavemachine ⭐ 171

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

Pytorchwavelets ⭐ 168

PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)

We're moving. Please visit https://github.com/PyWavelets

Complex Continuous Wavelet Transform

Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

Undouble ⭐ 36

Python package undouble is to detect (near-)identical images.

An experiment for building gateware for the axiom micro / beta using amaranth-hdl

Pytyphoon ⭐ 29

Python implementation of Typhoon algorithm: dense estimation of 2D-3D optical flow on wavelet bases.

Ardupi Ecg ⭐ 28

Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regression, Neural Net.

Jax Wavelet Toolbox ⭐ 26

Differentiable and gpu enabled fast wavelet transforms in JAX.

Periodicity ⭐ 25

Useful tools for periodicity analysis in time series data.

Stackexchangeanswers ⭐ 12

Codes/images for StackExchange answers

Weighted Wavelet Z-Transform Code for Python

Wavelet101 ⭐ 10

A simple tutorial of wavelet, STFT and FFT

Wavelet Network Compression ⭐ 9

A PyTorch implementation for Neural Network compression with learnable wavelets. The corresponding paper titled 'Neural Network compression via learnable wavelet transforms' appeared at ICANN 2020.

Ekg_analysis ⭐ 9

EKG Analysis code for the MI3 intern group at CHOC Children's

Waveletvfi ⭐ 7

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

Neural oscillation event detection and analysis

Selective Wavelet Attention Learning for Single Image Deraining

Eegwavenet ⭐ 6

source codes for EEGWaveNet: Multi-Scale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection (IEEE Transactions on Industrial Informatics)

3.eeg_recognation ⭐ 6

Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism

Wavelets Climatological Time Series ⭐ 5

Analysis of various climatological times series using Continuous Wavelets Transform

Python library for scale-based spatial analysis

Waveformer ⭐ 5

[MICCAI 2023] Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers

Cr Wavelets ⭐ 5

Wavelets with JAX

Spectral analysis tools for neuroscience data

Spectral Data Processing (EMD and Wavelet)

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