Blog - Amir Masoud Sefidian

August 25, 2019

Published by Amir Masoud Sefidian at August 25, 2019

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Distributed representations vs. local representations

The concept of distributed representations is often central to deep learning, particularly as it applies to natural language tasks. Those […]

August 24, 2019

Published by Amir Masoud Sefidian at August 24, 2019

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Word embedding is one of the most popular representation of document vocabulary. It is capable of capturing context of a […]

August 19, 2019

Published by Amir Masoud Sefidian at August 19, 2019

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A powerful and popular recurrent neural network is the long short-term model network or LSTM. It is widely used because […]

August 19, 2019

Published by Amir Masoud Sefidian at August 19, 2019

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When I started working with the LSTM networks, I was quite confused about the Input and Output shape. This article […]

August 15, 2019

Published by Amir Masoud Sefidian at August 15, 2019

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Introduction Sequence prediction problems have been around for a long time. They are considered as one of the hardest problems […]

May 23, 2019

Published by Amir Masoud Sefidian at May 23, 2019

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Closures in JavaScript are one of those concepts that many struggle to get their heads around. In the following article, […]

May 23, 2019

Published by Amir Masoud Sefidian at May 23, 2019

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Pandas Crosstab Explained Introduction Pandas offers several options for grouping and summarizing data but this variety of options can be a […]

May 11, 2019

Published by Amir Masoud Sefidian at May 11, 2019

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Distributed event stream processing has become an increasingly hot topic in the area of Big Data. Notable Stream Processing Engines […]