Computronium Blog
Published in

Computronium Blog

Recurrent Models Overview

Recurrent Layers: SimpleRNN, LSTM, GRU

What’s SimpleRNN?

SimpleRNN is the recurrent layer object in Keras.

from keras.layers import SimpleRNN

Remember that we input our data point, for example the entire length of our review, the number of timesteps.

--

--

--

Discovering Natural Language Processing and Machine Learning || Every Monday

Recommended from Medium

A basic Named entity recognition (NER) with SpaCy in 10 lines of code in Python

ART-ificial Intelligence in Gaming Part 2: GANs

Deep learning

Visual Attention in Deep Learning

Using unsupervised ML to make supervised business decisions.

“k-means clustering” Algorithm and its Real Use-Cases in Security Domain

How to Go beyond Data Parallelism and Model Parallelism: Starting from GShard

San Fransisco Airbnb Predictions using Machine Learning

From intern to ML6 Agent

A photo of an actual mug with the font “ML6”. The mug is placed on a shelf with fancy lighting.

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Jake Batsuuri

Jake Batsuuri

I write about software && math. Occasionally I design && code. Find my stuff batsuuri.ca

More from Medium

New Integration: Comet and Ray

Automatically Find Label Issues in Image Classification Datasets

Examples of label errors in the MNIST dataset — an image depicting “3” but labeled as “5” and another image depicting the number “7” but labeled as “4”.

Tanzanian Waterpoints: Ternary classification with three ML models

Preprocessing Transactional / Financial Documents In Transformer Based Pipelines