guillaume-chevalier

Guillaume Chevalier Joined Apr 2015 1,176 followers View on GitHub

Stars: 8,159; across 35 public repos
Rank: #4,169; of 327,365 users, top 2%; Down 19 places this week

Repositories with 50+ stars

guillaume-chevalier's repositories with their overall rank
Rank	Repository	Language	Stars
19,225	LSTM-Human-Activity-Recognition 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	Jupyter Notebook	3,491
37,569	Awesome-Deep-Learning-Resources Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier		1,822
62,038	seq2seq-signal-prediction Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier	Jupyter Notebook	1,083
119,540	How-to-Grow-Neat-Software-Architecture-out-of-Jupyter-Notebooks Growing the code out of your notebooks - the right way.		530
185,560	HAR-stacked-residual-bidir-LSTMs Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2...	Python	322
209,794	Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions...	Jupyter Notebook	279
355,631	Linear-Attention-Recurrent-Neural-Network A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the...	Jupyter Notebook	148
457,713	Hyperopt-Keras-CNN-CIFAR-100 Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.	Python	108
532,912	GloVe-as-a-TensorFlow-Embedding-Layer Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer inside the GPU. Therefore, you only need to send the index of the words through the GPU data transfer bus,...	Jupyter Notebook	89
666,919	filtering-stft-and-laplace-transform Simple demo of filtering signal with an LPF and plotting its Short-Time Fourier Transform (STFT) and Laplace transform, in Python.	Jupyter Notebook	67

Among 327,365 users

6.3k–10k stars: 2,577 users, including guillaume-chevalier

top 50%top 10%top 1%top 0.1%

Stars along the bottom, and users in each band on a log scale

Where the stars are

LSTM-Human-Activity-Recognition 3.5k, 43%Awesome-Deep-Learning-Resources 1.8k, 22%seq2seq-signal-prediction 1.1k, 13%How-to-Grow-Neat-Software-Architecture-out-of-Jupyter-Notebooks 530, 6%HAR-stacked-residual-bidir-LSTMs 322, 4%Spiking-Neural-Network-SNN-with-PyTorch-where-Backpropagation-engenders-STDP 279, 3%

Smaller repos 220, 3%

Linear-Attention-Recurrent-Neural-Network 148, 2%Hyperopt-Keras-CNN-CIFAR-100 108, 1%GloVe-as-a-TensorFlow-Embedding-Layer 89, 1%filtering-stft-and-laplace-transform 67, 1%

Languages

Jupyter Notebook 5.2k stars, 63% · 6 repos
Python 430 stars, 5% · 2 repos

When they were made

10 repos with 50+ stars, made between 2016 and 2018

101001k10k seq2seq-signal-predictionAwesome-Deep-Learning-ResourcesLSTM-Human-Activity-Recognition

Quick stats

Next rank: +3 stars to reach #4,167
Next milestone: +1,706 stars to reach the top 1%
Public repos: 35, 10 with 50+ stars
Popular repos: 8 over 100 stars, 3 over 1k stars
Top repo: LSTM-Human-Activity-Recognition, #19,225 of all repos, 43% of stars
Smaller repos: 220 stars from repos under 50