LSTM-Human-Activity-Recognition in jtoy/awesome-tensorflow, guillaume-chevalier/Awesome-Deep-Learning-Resources

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

created at May 18, 2016, 2 a.m.

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filtering-stft-and-laplace-transform in guillaume-chevalier/Awesome-Deep-Learning-Resources

Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.

created at Jan. 22, 2017, 6:03 a.m.

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seq2seq-signal-prediction in jtoy/awesome-tensorflow, ujjwalkarn/Machine-Learning-Tutorials, guillaume-chevalier/Awesome-Deep-Learning-Resources

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

created at March 31, 2017, 7:26 p.m.

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SGNN-Self-Governing-Neural-Networks-Projection-Layer in guillaume-chevalier/Awesome-Deep-Learning-Resources

Attempt at reproducing a SGNN's projection layer, but with word n-grams instead of skip-grams. Paper and more: http://aclweb.org/anthology/D18-1105

created at Dec. 20, 2018, 10:08 p.m.

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