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Algorithms
Algorithms
Are "complex" ML Models Always Better?
by Koo Ping Shung on 14 April 2020
After mentoring data professionals for a few years, I notice that there is always a handful of r...
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Algorithms
A Better Visualization of L1 and L2 Regularization
by likkhian on 05 March 2020
Here's an intuitive explanation of why L1 regularization shrinks weights to 0. Regularization...
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Algorithms
Modeling and Output Layers in BiDAF — an Illustrated Guide with Minions
by Basil Han on 13 December 2019
BiDAF is a popular machine learning model for Question and Answering tasks. This article explain...
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Algorithms
AI and Curve Fitting
by Basil Han on 25 November 2019
This article from last year popped up in my newsfeed recently. It contains a discussion on wheth...
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Algorithms
Attention Mechanism in Seq2Seq and BiDAF — an Illustrated Guide
by Basil Han on 20 November 2019
Sequence-to-sequence (seq2seq) and Bi-Directional Attention Flow (BiDAF) are influential NL...
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Algorithms
Demystifying RPA
by Thu Ya Kyaw on 15 October 2019
What is RPA? The buzzword “RPA” has been gaining traction in recent years across different in...
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Algorithms
Word Embedding, Character Embedding and Contextual Embedding in BiDAF — an Illustrated Guide
by Basil Han on 08 October 2019
BiDAF is a popular machine learning model for Question and Answering tasks. This article il...
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Algorithms
An Illustrated Guide to Bi-Directional Attention Flow (BiDAF)
by Basil Han on 01 October 2019
This article illustrates the workings of BiDAF, an NLP model that has pushed the envelope in the...
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Algorithms
Illustrated: 10 CNN Architectures
by raimibinkarim on 26 September 2019
A compiled visualisation of the common convolutional neural networks.
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Algorithms
Animated RNN, LSTM & GRU
by raimibinkarim on 19 June 2019
Recurrent neural networks are a class of artificial neural networks which are often used with se...
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