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Amir Masoud Sefidian
August 25, 2019
Published by
Amir Masoud Sefidian
at
August 25, 2019
Categories
Deep Learning
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
Categories
Artificial Intelligence
Deep Learning
Word Embedding Simply Explained
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
Categories
Artificial Intelligence
Deep Learning
Keras
Machine Learning
Tensorflow
LSTM Recurrent Neural Networks in Python with Keras
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
Categories
Artificial Intelligence
Deep Learning
Keras
Machine Learning
Tensorflow
How to Reshape Input Data for Long Short-Term Memory Networks in Keras
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
Categories
Artificial Intelligence
Deep Learning
Machine Learning
Long Short Term Memory (LSTM) Networks simply explained tutorial
Introduction Sequence prediction problems have been around for a long time. They are considered as one of the hardest problems […]
