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Name: Hong Quan LE
Type: User
Name: Hong Quan LE
Type: User
A curated list of awesome Machine Learning frameworks, libraries and software.
Proyecto Final para la obtencion del titulo de grado "Ingeniero en Informatica" en ITBA
:notebook: Learning resources.
Blind Source Separation: Independent Component Analysis for EEG data with python-MNE package and SSVEP
Deep Learning with Tensor Flow for EEG MNE Epoch Objects
Deep Learning for Time Series Classification
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.
A toolbox for offline muscle activity onset/offset detection in multi-channel EMG data.
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
A feature extraction toolbox for EMG signals written in MATLAB
The MATLAB toolbox for MEG, EEG and iEEG analysis
Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge
Single Image 3D Hand Reconstruction with Mesh Convolutions
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
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Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
ManyEars Sound Source Localization, Tracking and Separation
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 : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Models and examples built with TensorFlow
Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data
Myo Mapper is an open-source application to map Myo armband data into OSC.
Python functions to aid working with the NINAPRO databases (1 & 2)
Python functions to aid working with the NinaPro databases (1 & 2)
Convolutional Neural Networks On Ninapro datasets
Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.