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.

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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 Aug. 23, 2024, 7:34 p.m.

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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 Oct. 15, 2024, 12:09 p.m.

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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 Oct. 25, 2024, 6:54 p.m.

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NTM-tensorflow by carpedm20

"Neural Turing Machine" in Tensorflow

updated at Nov. 10, 2024, 11:25 a.m.

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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 Nov. 14, 2024, 5:52 p.m.

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