Evan Campbell's repositories
AYW_Representation_Learning_for_RL
Project for Neuromatch Academy, ANYTHING YOU WANT group.
LibEMG_Feature_Showcase
The first offline analysis showcase of the EMG gesture recognition library LibEMG -- containing accuracies for the NinaPro2 Dataset for various independent features and feature groups.
17GBPDataset
17 gesture biopoint dataset for submission to EMBC 2024
3DCDataset
Dataset used in many works by Ulysse Côté-Allard et al.. All credit goes to the authors for the collection of this dataset. This repo just was created for ease of cloning the dataset.
DoublePendulum
This repo houses the double pendulum simulation made for the numerical optimal controls course.
NoveltyRejectionCodebase
Example using novelty rejection for EMG gesture recognition from the paper "Metric Learning for Novel Motion Rejection in High-Density Myoelectric Pattern Recognition" by Wu et al.
Optimization_Algorithms
This repo houses different numerical optimization techniques. Visualizations are included in the scripts.
EMG_FS_By_Metric
offline accuracy does not strongly correlate to online performance for EMG gesture recognition / prosthesis performance. If we know there are offline metrics that correlate better with online usability, can these be used to determine a more reliable feature set for online use?
LibEMG_Basic_GUI
A basic example to build off for data collection / visualization of EMG signals w/ the LibEMG python library.
SingleSampleEMGClassifier
temporary repo for housing one-sample classifier
tiny_python_projects
Code for Tiny Python Projects (Manning, 2020, ISBN 1617297518). Learning Python through test-driven development of games and puzzles.
VaDE-pytorch
the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch