caltechitachi

AdaptiveFilter-from-book-adaptheory

This rep contains awesome adaptive filter algorithms in 3 classic books.

Benchmarking-PPG-Peak-Detection-Algorithms-with-Reference-ECG

Bland-Altman-and-correlation-analysis-in-Python

Using Python to carry out Bland-Altman and correlation statistical analysis on data

Compressed-sensing-MRI

Using convex optimization and greedy algorithm to fast reconstruct MRI images

Control-devices-using-muscle-sensor

Arduino and LabVIEW based system using muscle sensor to control devices

Digital_Filters

Comparison of several digital filters (Kalman, Exponential and Moving average)

Greedy-Algorithm-in-MATLAB

Kernel-Adaptive-Filtering-in-Python

Implementation of LMS, RLS, KLMS and KRLS filters in Python

measure-respiratory-rate-using-accelerometer-sensor

process recorded data for estimate respiratory rate based on reference

Noise-cancellation-LMS-adaptive-filter

This project implements an adaptive filter which cancels the noise from a corrupted signal using normalized least mean square algorithm.

caltechitachi/Compressed-sensing-MRI

Using convex optimization and greedy algorithm to fast reconstruct MRI images

caltechitachi/AdaptiveFilter-from-book-adaptheory

This rep contains awesome adaptive filter algorithms in 3 classic books.

caltechitachi/Benchmarking-PPG-Peak-Detection-Algorithms-with-Reference-ECG

caltechitachi/Bland-Altman-and-correlation-analysis-in-Python

Using Python to carry out Bland-Altman and correlation statistical analysis on data

caltechitachi/Control-devices-using-muscle-sensor

Arduino and LabVIEW based system using muscle sensor to control devices

caltechitachi/Digital_Filters

Comparison of several digital filters (Kalman, Exponential and Moving average)

caltechitachi/Greedy-Algorithm-in-MATLAB

caltechitachi/Kernel-Adaptive-Filtering-in-Python

Implementation of LMS, RLS, KLMS and KRLS filters in Python

caltechitachi/measure-respiratory-rate-using-accelerometer-sensor

process recorded data for estimate respiratory rate based on reference

caltechitachi/Noise-cancellation-LMS-adaptive-filter

This project implements an adaptive filter which cancels the noise from a corrupted signal using normalized least mean square algorithm.

caltechitachi/Peaks-Detection

Simple Python algorithm for peak detection in a given time-series or a noisy signal

caltechitachi/PydaptiveFiltering

Python 3.x package of adaptive filtering functions

caltechitachi/SensorFusion

A simple Matlab example of sensor fusion (Accerlerometer + gyrometer) using a Kalman filter

caltechitachi/signal-and-system

matlab code for subject signal and system

caltechitachi/TBC-Drug-Discovery

Protein Targeted Drug Discovery Using Machine Learning Regression Model with Molecular fingerprint and IC50 parameter. Inspire from https://github.com/dataprofessor/bioinformatics_freecodecamp/

caltechitachi/TSVD_UPRE_Parameter_Estimation

Estimating the regularization parameter for Tikhonov Regularization using the Unbiased Predictive Risk Estimator

caltechitachi/Ultrasound-elastic-wave-used-for-soft-tissue--simulation-in-Matlab

caltechitachi/VEF-Machine-learning

Homework and project for VEF Machine learning