hql1234 Goto Github PK

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

biosignal-auth

Proyecto Final para la obtencion del titulo de grado "Ingeniero en Informatica" en ITBA

books

:notebook: Learning resources.

bss_ica_eeg

Blind Source Separation: Independent Component Analysis for EEG data with python-MNE package and SSVEP

db1-ninapro-semg-classification-

deepeeg

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

dl-4-tsc

Deep Learning for Time Series Classification

emg-movement-recognition

The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichannel Electromyographic Activation Trajectories for Hand Movement Recognition," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 24, no. 6, pp. 662-673, June 2016.]. The paper proposes a system for hand movement recognition using multi-channel electromyographic (EMG) signals obtained from the forearm surface. This system can be potentially used to control prostheses or to provide input to a wide range of human computer interface systems. The developed methods were tested with the publicly available NINAPro database.

emggo

A toolbox for offline muscle activity onset/offset detection in multi-channel EMG data.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

featureextractiontoolbox

A feature extraction toolbox for EMG signals written in MATLAB

fieldtrip

The MATLAB toolbox for MEG, EEG and iEEG analysis

grasp-and-lift-eeg-challenge

Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge

hand-reconstruction

Single Image 3D Hand Reconstruction with Mesh Convolutions

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hello-world

bla bla bla

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

lctm

manyears

ManyEars Sound Source Localization, Tracking and Separation

mimo-channel-estimation

Simulation code for “A Framework for Training-Based Estimation in Arbitrarily Correlated Rician MIMO Channels with Rician Disturbance” by Emil Björnson and Björn Ottersten, IEEE Transactions on Signal Processing, vol. 58, no. 3, pp. 1807-1820, March 2010.

mne-python

MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

models

Models and examples built with TensorFlow

motor-imagery-tasks-classification-using-eeg-data

Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data

ms-tcn

myoarmbanddataset

myomapper

Myo Mapper is an open-source application to map Myo armband data into OSC.

nina_helper

Python functions to aid working with the NINAPRO databases (1 & 2)

nina_helper_package

Python functions to aid working with the NinaPro databases (1 & 2)

ninaprocnn

Convolutional Neural Networks On Ninapro datasets

ninatools

Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.