Note: This article was originally published on May 29, 2017, and updated on July 24, 2020OverviewNeural Networks is one of…

Continue Reading# hidden

## Savant Syndrome of Neural Networks

For this, we calculate the correlation coefficient R between two weight vectors given byDefinition of correlation between weight vectors of…

Continue Reading## Introduction to Multilayer Neural Networks with TensorFlow’s Keras API

Introduction to Multilayer Neural Networks with TensorFlow’s Keras APILorraine LiBlockedUnblockFollowFollowingJun 11Learn how to build and train a multilayer perceptron using TensorFlow’s…

Continue Reading## Comprehensive Guide to Text Summarization using Deep Learning in Python

Introduction to Sequence-to-Sequence (Seq2Seq) Modeling We can build a Seq2Seq model on any problem which involves sequential information. This…

Continue Reading## One LEGO at a Time: Explaining the Math of how Neural Networks Learn with Implementation from Scratch

Demystifying the Math Behind Neural Nets | Towards AIOne LEGO at a Time: Explaining the Math of how Neural Networks Learn…

Continue Reading## When to ‘Buy the Dip’

When to ‘Buy the Dip’A Gentle Introduction to Hidden Markov Models for Volatility Regime DetectionOsho JhaBlockedUnblockFollowFollowingApr 23Trading, much like sailing, in…

Continue Reading## Building Your First Neural Network Using Keras

There are some standard rules we can follow when deciding how many neurons (those circles in each layer) to include…

Continue Reading## Attention-based Neural Machine Translation

Attention-based Neural Machine TranslationAbhishek SharmaBlockedUnblockFollowFollowingMar 9Attention mechanisms are being increasingly used to improve the performance of Neural Machine Translation (NMT)…

Continue Reading## Recurrent Neural Networks

Recurrent Neural NetworksRemembering what’s importantMahendran VenkatachalamBlockedUnblockFollowFollowingFeb 28Recurrent Neural Networks (RNNs) add an interesting twist to basic neural networks. A vanilla neural…

Continue Reading## Gated Recurrent Units explained using matrices: Part 1

Gated Recurrent Units explained using matrices: Part 1Sparkle Russell-PuleriBlockedUnblockFollowFollowingFeb 24by: Sparkle Russell-Puleri and Dorian PuleriOften times we get consumed with using…

Continue Reading## Attn: Illustrated Attention

Here’s the entire animation:Fig. 1. 6: AttentionIntuition: How does attention actually work?Answer: Backpropagation, surprise surprise. Backpropagation will do whatever it…

Continue Reading