ML tool to detect peaks in 1D XRD scattering data
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Updated
Jun 18, 2024 - Python
ML tool to detect peaks in 1D XRD scattering data
A small script to find peaks from the .bigWig file and output them in a .bed file.
A Python project enables you to fit peaks interactively on GUI. You can visualize your spectrum and fit the optional number of the peaks on GUI using Scipy.optimize.curve_fit method.
Python code for merging and refinement of detected neurons in large 3D stacks
Project from a lab rotation were we tried to create an algorithm that can detect and correctly assign transient communication signals on electrode grid recordings.
Machine learning code implemented for classification of action potentials in electrode readings from cortical neurons.
Add-on implementation of frequency compensation for qcrypto.
Frequency Domain Decomposition, including Peak Picking technique
Contains the code for the two rule based mosquito detection algorithms of the paper "Counting Mosquitoes in the Wild: An Internet of Things Approach"
Goal is to detect peak in given signal(s) in directory \dataset with computation intelligence and not just signal processing. Here, we have used 1D CNN from Keras to achieve it.
TiVaCPD Package: Time-Varying Correlation Networks for Interpretable Change Point Detection (TiVaCPD)
As part of a fellow student's master's work, the height of peak series had to be measured. I ensured to facilitate the task with this script that automatically indicates these distances without the need to manually manipulate the data beforehand.
clap detection that can detect a clap pattern, including single clap, double clap, and triple clap.
R-peaks detection on ECG using the So&Chan method.
Topological peak filtering
A highly parallel and fast event detector based on CWT transform.
Gamma spectroscopy tools originally developed to analyze gamma spectra for the BECA/DALI program at NASA Goddard Space Flight Center
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