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Review of 2017

Hi Folks! It’s been 10 months since my last blog. 2017 has been a good year for me, although I don’t have much to show for it. I would go so far to say, 2017 is the most productive year of my life. What follows is a summary of events... [Read More]

Unfolding RNNs II

Vanilla, GRU, LSTM RNNs from scratch in Tensorflow

The first article in this series focused on the general mechanism of RNN, architectures, variants and applications. The objective was to abstract away the details and illustrate the high-level concepts in RNN. Naturally, the next step is to dive into the details. In this article, we will follow a... [Read More]

Unfolding RNNs

RNN : Concepts and Architectures

Update : Part 2 is now available at Unfolding RNNs II : Vanilla, GRU, LSTM RNNs from scratch in Tensorflow. RNN is one of those toys that eluded me for a long time. I just couldn’t figure out how to make it work. Ever since I read Andrej Karpathy’s... [Read More]