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Category: Deep Learning

Introduction to Recurrent Neural Networks in Pytorch

1st December 201722nd March 2018 cpuheater 3 Comments

This tutorial is intended for someone who wants to understand how Recurrent Neural Network works, no prior knowledge about RNN is required. We will implement the most simple RNN model – Elman Recurrent Neural Network. To get a better understanding …

A Quick Introduction to PyTorch

30th November 201718th March 2018 cpuheater Leave a comment

PyTorch is an open source machine learning library for Python. In this tutorial, we will provide an introduction to the main PyTorch features, tensor library, and autograd –  automatic differentiation package.

Tensor Library

The core data structure in PyTorch is …

Deep Learning Interview Questions and Answers

6th May 201728th March 2018 cpuheater 9 Comments

Basic questions and answers which will help you brush up your knowledge on deep learning.

Question 1
What is deep learning?

Deep learning is an area of machine learning focus on using deep (containing more than one hidden layer) artificial …

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