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Popular pages
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Richard's deep learning blog
Collections of ideas of deep learning application.
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About me – Richard's deep learning blog
Richard's deep learning blog About me Living in New York, I’m a Senior director @ Finra. I’m passioned about technology, finance and data science subjects in the area of deep learning, NLP and social ...
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Text Classification, Part I - Convolutional Networks – Richard's deep learning blog
6 minute read Text classification is a very classical problem. The goal is to classify documents into a fixed number of predefined categories, given a variable length of text bodies. It is wide...
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Text Classification, Part 3 - Hierarchical attention network – Richard's deep learning blog
8 minute read After the exercise of building convolutional, RNN, sentence level attention RNN, finally I have come to implement Hierarchical Attention Networks for Document Classification. I’m ...
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Text Classification, Part 2 - sentence level Attentional RNN – Richard's deep learning blog
6 minute read In the second post, I will try to tackle the problem by using recurrent neural network and attention based LSTM encoder. Further, to make one step closer to implement Hierarchical...
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Pix2Pix image translation using conditional adversarial network - sketch to face – Richard's deep
2 minute read I have decided to repost my github repository here since I would like to get some feedbacks and ideas using the Disque below. After reading Phillip Isola’s Paper and Torch impleme...