https://www1.iitp.ac.in/~arijit/dokuwiki/ 2026-04-05T23:12:23+00:00 https://www1.iitp.ac.in/~arijit/dokuwiki/ https://www1.iitp.ac.in/~arijit/dokuwiki/lib/tpl/bootstrap3/images/favicon.ico text/html 2017-04-12T12:52:21+00:00 Anonymous (anonymous@undisclosed.example.com) https://www1.iitp.ac.in/~arijit/dokuwiki/doku.php?id=courses:2017:cs551&rev=1491981741&do=diff CS551: Introduction to Deep Learning This course will provide basic understanding of deep learning and how to solve classification problems having large amount of data. In this course several open source tools will be demonstrated to build deep learning network. text/html 2017-04-21T08:57:02+00:00 Anonymous (anonymous@undisclosed.example.com) https://www1.iitp.ac.in/~arijit/dokuwiki/doku.php?id=courses:2017:final_project_report&rev=1492745222&do=diff CS551: Final Projects * Question answering system by Chanchal Suman (CSE) & Himani Srivastava (CSE) * [ Report], [ Presentation] * Sentiment analysis of movie reviews by Nikhil Cheke (CSE) & Harsimran Bedi (CSE) * [ Report], [ Presentation] * House number recognition from street view text/html 2017-04-12T15:27:19+00:00 Anonymous (anonymous@undisclosed.example.com) https://www1.iitp.ac.in/~arijit/dokuwiki/doku.php?id=courses:2017:generalinformation&rev=1491991039&do=diff General information for projects * Need to take up a problem and apply DL techniques to solve it. * It will carry 40% weight for your grades. * Project can be done in a group having no more that 2 students * Announcement * Please submit your write-up by 18th February. text/html 2017-02-12T11:56:52+00:00 Anonymous (anonymous@undisclosed.example.com) https://www1.iitp.ac.in/~arijit/dokuwiki/doku.php?id=courses:2017:installation_guide&rev=1486880812&do=diff Installation guide for Keras Step 1. An easy way to install most of the dependencies is to install Anaconda. - Download page https://www.continuum.io/downloads --install bash Anaconda2-4.2.0-Linux-x86_64.sh --allow set up path at the end of installation Step 2. Check PATH variable echo $PATH. - If not set, then set the path in .bashrc file. --export PATH="/home/niraj/anaconda2/bin:$PATH" - Restart terminal and check again. Step 3. Installing theano using pip … text/html 2017-02-11T15:10:09+00:00 Anonymous (anonymous@undisclosed.example.com) https://www1.iitp.ac.in/~arijit/dokuwiki/doku.php?id=courses:2017:sample_code&rev=1486806009&do=diff Sample code #basic MLP network # nice documentation is available at https://keras.io/ # Step 1 # import classes and functions import numpy #package for scientific computing, support for large array etc. from keras.datasets import mnist #dataset from keras.models import Sequential #model from keras.layers import Dense #layer from keras.layers import Dropout #layer from keras.utils import np_utils #for transforming data import matplotlib.pyplot as plt #to plot images # Step 2:…