LSTM-Human-Activity-Recognition by guillaume-chevalier

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 10, 2024, 2:13 p.m.

159 +0

3,287 +1

930 +0

NTM-tensorflow by carpedm20

"Neural Turing Machine" in Tensorflow

updated at April 28, 2024, 11:27 p.m.

67 +0

1,042 +0

214 +0

seq2seq-signal-prediction by guillaume-chevalier

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

filtering-stft-and-laplace-transform by guillaume-chevalier

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

updated at April 27, 2024, 12:53 a.m.

4 +0

66 +0

17 +0

Kata-Clean-Machine-Learning-From-Dirty-Code by Neuraxio

A coding exercise: let's convert dirty machine learning code into clean code using a Pipeline - which is the Pipe and Filter Design Pattern applied to Machine Learning.

updated at Oct. 3, 2023, 8:21 p.m.

3 +0

14 +0

5 +0

SGNN-Self-Governing-Neural-Networks-Projection-Layer by guillaume-chevalier

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