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Pinned repositories

  1. LSTM-Human-Activity-Recognition

    Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN (Deep Learning algo). Classifying the type of movement amongst six activity categories - Guillaume …

    Jupyter Notebook 1.7k 482

  2. 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

    964 200

  3. seq2seq-signal-prediction

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

    Jupyter Notebook 488 166

  4. 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. Updated version here:…

    Python 55 36

  5. 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, r…

    Jupyter Notebook 35 5

  6. ArtificiAI/Multilingual-Latent-Dirichlet-Allocation-LDA

    A Multilingual Latent Dirichlet Allocation (LDA) Pipeline with Stop Words Removal, n-gram features, and Inverse Stemming, in Python.

    Python 11 4

818 contributions in the last year

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Contribution activity

October 2018

Created a pull request in keon/awesome-nlp that received 5 comments

Created an issue in NirantK/best-of-jupyter that received 1 comment

Clean code, TDD, and software architecture in Jupyter notebooks

Hi @NirantK, You asked for tests at keon/awesome-nlp#147 So you gave me the idea to write this article on how to do Clean code, TDD, and grow softw…

1 comment
40 contributions in private repositories Oct 1 – Oct 19

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