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

updated at May 23, 2024, 9:09 a.m.

159 +0

3,291 +2

931 +1

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.

updated at May 21, 2024, 7:46 a.m.

4 +0

67 +1

17 +0

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

updated at April 28, 2024, 11:29 a.m.

41 +0

1,079 +0

294 +0

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

updated at July 18, 2023, 11:20 a.m.

3 +0

23 +0

3 +0