Code for "Controlled Differential Equations on Long Sequences via Non-standard Wavelets" paper. ICML23
Implementation in Python of a tool to automatically classify speech segments according to intonation system of Cuba.
Machine Learning algorithms implemented from scratch
Evaluation of time-frequency analysis algorithms for bioacoustics applications.
Rozprawa doktorska pt. "Analiza metrologiczna algorytmów dyskretnej transformacji falkowej"
A Discrete Wavelet Transform (DWT) library for the web.
All-KAN: All Kolmogorov-Arnold Networks We Know
Implements the Sigma Transform in C++
Content-based image retrieval tool.
Signal Processing Toolbox for Calcium Imaging Data
Tests on images with lines using a simple CNN and Learnlets
Fast and exact wavelet transform on the 3-dimensional ball
Python multiresolution image querying implementation
Multi Resolution Forecasting
Comparison of numerous supervised machine learning classifier models (Logistic Regression, K-Nearest Neighbors, Support Vector Machines and Decision Trees) predicting if a banknote is genuine or not based on the dataset from OpenML containing wavelet analysis results for genuine and forged banknotes. (Python 3)
Digital Image Processing Projects
Wavelet transforms for action potential detection
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