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alpha

attention_network_with_keras

An example attention network with simple dataset.

attention_unet

bci-competition-ii-b

Scripts to process P300 dataset from Bci Competition II B (2002)

bigdata18

Transfer learning for time series classification

cnn-bilstm-attention-time-series-prediction_keras

CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

covid19italy

Italy covid19 data

deep-learning-har

Convolutional and LSTM networks to classify human activity

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepself

dl-4-tsc

Deep Learning for Time Series Classification

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

ecg-classification

Using LSTMs to classify ECG signals in several different heart diseases. Data from the PTB diagnostic database.

emotion_classification

facial expression recognition with Pytorch

erplab

ERPLAB Toolbox is a free, open-source Matlab package for analyzing ERP data. It is tightly integrated with EEGLAB Toolbox, extending EEGLAB’s capabilities to provide robust, industrial-strength tools for ERP processing, visualization, and analysis. A graphical user interface makes it easy for beginners to learn, and Matlab scripting provides enormous power for intermediate and advanced users.

fclab

Functional Connectivity Lab

fcnn-example

This is a fully convolutional neural net exercise to detect houses from aerial images.

genericobjectdecoding

Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037.

gretna

A Graph-theoretical Network Analysis Toolkit in MATLAB

igel

a machine learning tool that allows to train, test and use models without writing code

info8010-deep-learning

Lectures for INFO8010 - Deep Learning, ULiège

keras-attention-mechanism

the extension of https://github.com/philipperemy/keras-attention-mechanism , create a new scipt to add attetion to input dimensions rather than timesteps in the origin project。

keras-attention-mechanism-1

Attention mechanism Implementation for Keras.

keras-ncp

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

keras-tcn

Keras Temporal Convolutional Network.

lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

multivariate-attention-tcn