Pinned

1. Neuraxio/Neuraxle Public

   A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have …

   Python 507 53

2. LSTM-Human-Activity-Recognition Public

   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 3k 891

3. Awesome-Deep-Learning-Resources Public

   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

   1.5k 289

4. seq2seq-signal-prediction Public

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

   Jupyter Notebook 990 294

5. How-to-Grow-Neat-Software-Architecture-out-of-Jupyter-Notebooks Public

   Growing the code out of your notebooks - the right way.

   511 30

6. HAR-stacked-residual-bidir-LSTMs Public

   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 diffe…

   Python 271 91