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Follow the Data | A data driven blog

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Follow the Data | A data driven blog | followthedata.wordpress.com Reviews
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Follow the Data | A data driven blog | followthedata.wordpress.com Reviews

https://followthedata.wordpress.com

A data driven blog

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1

Some interesting company announcements | Follow the Data

https://followthedata.wordpress.com/2015/03/12/some-interesting-company-announcements

About Follow the Data. A data driven blog. Some interesting company announcements. The open marketplace for algorithms, is now live. I find it an interesting concept: to build a community around algorithm development, where users can build on each other’s algorithms and make them available as a web service. Is also in public beta as of today. Please refer to an older post. For some hints on how to use the API. Posted by Mikael Huss in Companies. Newer Entry →. Leave a Reply Cancel reply. One R Tip A Day.

2

Peak meetup in Stockholm? | Follow the Data

https://followthedata.wordpress.com/2015/03/12/peak-meetup-in-stockholm

About Follow the Data. A data driven blog. Peak meetup in Stockholm? This month (March 2015) is simply packed with data related meetups in Stockholm. Are we witnessing the peak of interest or can it be sustained? Nice to see that there seems to be a large enough group of enthusiasts to sustain these meetings. These are the meetups that I am aware of (and in some cases have been to) in Stockholm this month:. Kickoff for the new Stockholm Deep Learning group. Already held, there is a recording here. You ar...

3

GitXiv – collaborative open source computer science | Follow the Data

https://followthedata.wordpress.com/2015/07/28/gitxiv-collaborative-open-source-computer-science

About Follow the Data. A data driven blog. GitXiv – collaborative open source computer science. Just wanted to highlight GitXiv. An interesting new resource that combines paper pre-print publication, implementation code and a discussion forum in the same space. The About page. Explains the concept well:. In recent years, a highly interesting pattern has emerged: Computer scientists release new research findings on arXiv. And just days later, developers release an open-source implementation on GitHub.

4

Neural networks hallucinating text | Follow the Data

https://followthedata.wordpress.com/2015/06/10/neural-networks-hallucinating-text

About Follow the Data. A data driven blog. Neural networks hallucinating text. I’ve always been a sucker for algorithmic creativity, so when I saw the machine generated Obama speeches. I immediately wanted to try the same method on other texts. Fortunately, that was easily done by simply cloning the char-rnn. Repository by Andrej Karpathy, which the Obama-RNN was based on. Andrej has also written a long and really very good introduction to recurrent neural networks. In such as well be a new up some notes...

5

Notes on genomics APIs #1: One Codex | Follow the Data

https://followthedata.wordpress.com/2015/02/03/notes-on-genomics-apis-1-onecodex

About Follow the Data. A data driven blog. Notes on genomics APIs #1: One Codex. This is the first in a series of about three posts with notes on different genomics APIs. This service could be useful when you want to identify contamination or perhaps the presence of some infectious agent in a tissue sample, but the most obvious use case is perhaps for metagenomics (when you have sequenced a mixed population of organisms). Let’s go to to the EBI Metagenomics. Which is only about 1 Mb in size.). Etc on it,...

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developerstation.org developerstation.org

DeveloperStation.ORG: March 2013

http://www.developerstation.org/2013_03_01_archive.html

Video Lectures and Talks. Saturday, March 9, 2013. Reading and Writing cv: Mat in OpenCV in C. In C api for OpenCV, you often come across writing and reading matrices as text files (analogous to saving .mat files in MATLAB/Octave). This is a simple way of doing it. You could even save multiple matrices in a single .xml/.yaml. However, I couldn't find ways to read more than 1 matrix which was written to file and being read using Python API. Posted by Rahul Kavi. Matrix types in using imshow and imwrite.

developerstation.org developerstation.org

DeveloperStation.ORG: very basic intro to Caffe

http://www.developerstation.org/2015/08/intro-to-caffe-tutorial.html

Video Lectures and Talks. Monday, August 10, 2015. Very basic intro to Caffe. This tutorial just gives you a basic idea of what Caffe can do (not for advanced use of Caffe through defining your own layers, using C /Python API) for defining your own network to solve a Computer Vision task. I'm assuming you already have a background in Machine Learning, Statistical Pattern Recognition and have built Neural Networks in the past using some programming language. Create train.txt and test.txt with file...You t...

developerstation.org developerstation.org

DeveloperStation.ORG: February 2014

http://www.developerstation.org/2014_02_01_archive.html

Video Lectures and Talks. Wednesday, February 5, 2014. Fun with my Raspberry Pi. I ordered a Raspberry Pi recently. I've heard so much about this device in the recent past, I decide to try it out. I was reminded of few microprocessor(fun class) and electrical engineering(not so fun time) classes that I took in my undergrad. I wrote a simple program that could turn a Stepper Motor using a motor controller. Connected to a Raspberry Pi. HDMI cable to connect to a TV or monitor. For powering the stepper motor.

developerstation.org developerstation.org

DeveloperStation.ORG: simple Convolutional Neural Net based object recognition

http://www.developerstation.org/2016/03/simple-convolutional-neural-net-based.html

Video Lectures and Talks. Wednesday, March 9, 2016. Simple Convolutional Neural Net based object recognition. I made a simple object recognition module over the last weekend. I wrote a Theano. Based convolutional neural network. I wrote a simple OpenCV. Based image segmentation program. The output from the image segmentation program is passed to the Theano based Convolutional Neural Network. I used 10,000 images for training and 16,000 images for testing. Posted by Rahul Kavi. On the way to Virtual World.

developerstation.org developerstation.org

DeveloperStation.ORG: June 2013

http://www.developerstation.org/2013_06_01_archive.html

Video Lectures and Talks. Sunday, June 9, 2013. Logisitic Regression in OpenCV. I finished writing a Logistic Regression classifier in OpenCV. I've seen a lot of posts on the web asking for OpenCV's version of the same but its not available. Its easy to write your own logistic regression classifier. I separated out the cost function and gradient descent algorithm (Batch Gradient Descent). You can replace it with your own optimization algorithm. I posted it on my Github page. You can check it out:.

developerstation.org developerstation.org

DeveloperStation.ORG: August 2015

http://www.developerstation.org/2015_08_01_archive.html

Video Lectures and Talks. Monday, August 10, 2015. Very basic intro to Caffe. This tutorial just gives you a basic idea of what Caffe can do (not for advanced use of Caffe through defining your own layers, using C /Python API) for defining your own network to solve a Computer Vision task. I'm assuming you already have a background in Machine Learning, Statistical Pattern Recognition and have built Neural Networks in the past using some programming language. Create train.txt and test.txt with file...You t...

developerstation.org developerstation.org

DeveloperStation.ORG: March 2016

http://www.developerstation.org/2016_03_01_archive.html

Video Lectures and Talks. Sunday, March 13, 2016. Simple Autoencoder on MNIST dataset. So, I had fun with Theano and trained an Autoencoder on a MNIST dataset. More about Autoencoders is available here. More variants of Autoencoders exist (Sparse, Contractive, etc.) are available with different constraints on the hidden layer representation. I trained an vanilla Autoencoder for 100 epochs with 16 mini batch size and learning rate of 0.01. Posted by Rahul Kavi. Wednesday, March 9, 2016. The output from th...

developerstation.org developerstation.org

DeveloperStation.ORG: About Me

http://www.developerstation.org/p/rahul-kavi-my-reserach-page.html

Video Lectures and Talks. I'm a grad student. I write on DeveloperStation. This blog) to keep a "dairy" of some sort to look-up for myself in the future and to help others in the process. I always like to keep a track of present trends in Technology, Programming. You can follow me on Google Plus. My research publications are listed on my Google Scholar page. Paulo Coelho: I have learned. My Amazon Wish List. Subscribe to: Posts (Atom). Fav Networking, Linux, Computer Vision Blogs.

developerstation.org developerstation.org

DeveloperStation.ORG: December 2012

http://www.developerstation.org/2012_12_01_archive.html

Video Lectures and Talks. Sunday, December 23, 2012. Review: Mastering OpenCV with Practical Computer Vision Projects. I got hold of this new book titled " Mastering OpenCV with Practical Computer Vision Projects. I personally liked the part on Point Cloud Library and OpenCV. I liked the Chapter 9 where they discussed Kinect and OpenCV. This chapter was provided as a digital download (as a link). Before trying this book. Posted by Rahul Kavi. Monday, December 17, 2012. Neural Networks in Octave. Review: ...

developerstation.org developerstation.org

DeveloperStation.ORG: Simple Autoencoder on MNIST dataset

http://www.developerstation.org/2016/03/simple-autoencoder-on-mnist-dataset.html

Video Lectures and Talks. Sunday, March 13, 2016. Simple Autoencoder on MNIST dataset. So, I had fun with Theano and trained an Autoencoder on a MNIST dataset. More about Autoencoders is available here. More variants of Autoencoders exist (Sparse, Contractive, etc.) are available with different constraints on the hidden layer representation. I trained an vanilla Autoencoder for 100 epochs with 16 mini batch size and learning rate of 0.01. Posted by Rahul Kavi. Subscribe to: Post Comments (Atom).

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