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My Research DiariesMachine Learning, Data Science, Python, R, Kaggle, Information Retrieval
http://myresearchdiaries.blogspot.com/
Machine Learning, Data Science, Python, R, Kaggle, Information Retrieval
http://myresearchdiaries.blogspot.com/
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https://myresearchdiaries.blogspot.com
Machine Learning, Data Science, Python, R, Kaggle, Information Retrieval
My Research Diaries: Running Apache Spark Unit Tests Sequentially with Scala Specs2
http://myresearchdiaries.blogspot.com/2014/08/running-apache-spark-unit-tests.html
Things that make me think, Things that excite me, Things I yearn to learn. Friday, August 1, 2014. Running Apache Spark Unit Tests Sequentially with Scala Specs2. Apache Spark has a growing community in the Machine Learning and Analytics world. One of the thing that often comes up when developing with Spark is the Unit tests for functions that take in an RDD and return an RDD. There is the famous Quantified Blog on Spark Testing with FunSuite. Import org.specs2.Specification import org.specs2...Running A...
My Research Diaries: August 2014
http://myresearchdiaries.blogspot.com/2014_08_01_archive.html
Things that make me think, Things that excite me, Things I yearn to learn. Friday, August 1, 2014. Adding code to your blogger blog. A big shout out to those who wrote this awesome tool that takes in code and formats it in html so that you can paste it in your blog. Http:/ codeformatter.blogspot.com/. Posted by Shivani Rao. Running Apache Spark Unit Tests Sequentially with Scala Specs2. Is based on the latest version of Spark and has the right properties to set, namely spark.driver.port. Import org.s...
My Research Diaries: November 2012
http://myresearchdiaries.blogspot.com/2012_11_01_archive.html
Things that make me think, Things that excite me, Things I yearn to learn. Sunday, November 25, 2012. TREC tracks and their meanings: A high level overview. There are multiple tasks and sub-tasks in this track of TREC. These include blog distillation and then opinion polarity. There are about 100,000 blogs in this dataset and 50 queries for which opinion polarity was provided as ground truth. These opinions are categorized into (relevant, not relevant, negative, positive, mixed). DNA and RNA sequences (g...
My Research Diaries: June 2015
http://myresearchdiaries.blogspot.com/2015_06_01_archive.html
Things that make me think, Things that excite me, Things I yearn to learn. Saturday, June 27, 2015. Friday night date with SparkSQL and Airpal: A stab at the Frecency algorithm. Anyway here goes the problem statement. Problem: Users login to your cloud storage service and log when they upload/ download/ previewed/ commented a file. Each of these events are logged in a separate table. That means you have a different table for different events each row looking like this:. Fileid, userid, date,. Fileid, use...
My Research Diaries: Building Apache Spark Jars
http://myresearchdiaries.blogspot.com/2014/05/building-apache-spark-jars.html
Things that make me think, Things that excite me, Things I yearn to learn. Thursday, May 1, 2014. Building Apache Spark Jars. I already have a cluster of spark set up on a set of machines. Let me call this the "lab" cluster. This lab cluster came pre-installed with Hadoop. I want to run spark jobs (written in scala) on this cluster. There are two ways to do it. A) Running sbt run. From the root of the sbt project that contains the scala code. B) Run the fat jar created by sbt assembly as follows. Buildin...
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About - Welcome to Shivani Rao's webpage
http://www.shivanirao.info/about.html
Welcome to Shivani Rao's webpage. I hail from Mumbai where I finished my undergraduate degree in Computer Science from University of Mumbai. I fell in love with the field of Computer Science and continued on to pursue a Masters Degree at IIT Madras. In 2006 and a PhD from Purdue University. From School of Electrical and Computer Engineering. In 2013. During my Masters I worked in the field of Pattern Recognition and Image Processing in the Visualization and Perception Lab.
Publications - Welcome to Shivani Rao's webpage
http://www.shivanirao.info/publications.html
Welcome to Shivani Rao's webpage. Retrieval from Software Libraries for Bug Localization: A Comparative Study of Generic and Composite Text Models", Shivani Rao, and Avinash C Kak, Proceeding of the 8th Working Conference on Mining Software Repositories, Waikiki, Honolulu, Hawaii, May 2011. Error analysis of M-channel DWT based method for orientation estimation of an inclined planar texture surface",. Unsupervised Segmentation of Texture Images Using a Combination of Gabor and Wavelet Features", Manika P...
Employment - Welcome to Shivani Rao's webpage
http://www.shivanirao.info/employment.html
Welcome to Shivani Rao's webpage. LinkedIn (Nov 2015 - Present), Senior Applied Researcher, Lynda Relevance. Box Inc (Nov 2013 - Oct 2015), Software Engineer, ML Team. To learn more about my work at Box. Google Inc (May 2010- Aug 2010), Software Engineering Intern. Nvidia (Aug 2006- June 2007), Software Engineering.
Projects - Welcome to Shivani Rao's webpage
http://www.shivanirao.info/projects.html
Welcome to Shivani Rao's webpage. During my Masters at IIT Madras, I worked on "2D texture analysis" where a 2D image having multiple textures is segmented using tools like wavelets and Gabor filters. We developed an optimal unsupervised classification algorithm where a combination of Gabor and wavelet filters is used to segment a texture-image into different segments based on texture frequency of that segment.
Academic - Welcome to Shivani Rao's webpage
http://www.shivanirao.info/academic.html
Welcome to Shivani Rao's webpage. BS, Information Technology, University of Mumbai, Mumbai, India, Aug 1999 - Aug 2003. I fell in love with the field of Computer Science during my undergraduate degree. I decided to go for higher education and studied for the GATE. Exam which was considered a qualification exam to get admission into graduate school in India. My favorite courses during my undergraduate were Image Processing, Simulation and Modeling, Queuing Theory, Robotics and Computer Vision. Although I ...
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myresearchdiaries.blogspot.com
My Research Diaries
Things that make me think, Things that excite me, Things I yearn to learn. Sunday, December 4, 2016. Scala is full of idiosyncracies and by writing some of these out here I am hoping it will save someone else the time. I will keep updating this post as I find new ones:. Scala idiosyncrasy # 1: Iterator.size is not reliable. Consider the following lines. Val a: Iterator[Int] = Iterator(1, 2, 3) val b: List[Int] = List(1,2,3). Size of iterator a 3. Size of iterator a 0. Size of list b 3. Size of list b 3.
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Welcome to 'a research in progress'. Follow the research of our scholarly goannas on a quest for knowledge and the amelioration of the curious'.