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Follow the Data | A data driven blog | followthedata.wordpress.com Reviews
https://followthedata.wordpress.com
A data driven blog
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.
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...
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.
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...
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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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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Banners & Links. Coupon Policies Master List. Couponing Step by Step. Different Types of Coupons Guide. How to find Coupons Guide. My Harris Teeter $2 Super Doubles Shopping Haul. June 20th, 2012. Hi everybody I just got back from my shopping trip at Harris Teeter where for the first time they are offering to double coupons up to $2. Check out my shopping trip and let me know if you have any questions. Read More ». Harris Teeter Super Doubles 6/20 – 6/26. June 20th, 2012. Read More ». June 13th, 2012.
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April 23, 2014. The top 7 cutest gifs of elephants enjoying a bath. Are known for being the largest land mammals in the world. With their thick trunks, towering physique and long tusks, the elephant commands respect from humans and other animals alike. However, they are also known for being intelligent, social animals who relish in the simple pleasures of life; like having a cool dip. There’s always room for one more. 2 Hanging out with friends on a hot day is something even animals enjoy. April 14, 2014.
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Fork me on GitHub. FAQ - version 2. FAQ - version 3. The Issues - version 2. News and Events - version 2. Videos - version 2. Are the primary election influencers? What is the Structure. Reinforcing lines of influence. What is the Structure. BREAKING NEWS: Candidate is the Perfect Wordpress Theme for All Your Campaign Needs. Monday, August 6th, 2012 @ 7:00pm. Sunday, August 5th, 2012 @ 7:00pm. Candidate Wordpress has a Build in Donation System! Saturday, August 4th, 2012 @ 7:00pm. Stay on Top of All the ...
Follow the Data | A data driven blog
About Follow the Data. A data driven blog. Explaining and interpreting predictive models. A couple of years ago, I participated in a workshop on academic data science at SICS. Blog posts and presentations. Interpretable Machine Learning: The fuss, the concrete and the questions. Pdf link). This 125-page (! Presentation is from a tutorial given at ICML 2017 in Sydney the other day. It gives a useful overview of how to think about interpretability in machine learning. Ideas on interpreting machine learning.
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Follow the Data Blog | A collaborative Blog run by partners of the Follow the Data project, making the most of data on extractives
Follow the Data Blog. A collaborative Blog run by partners of the Follow the Data project, making the most of data on extractives. Demo the Data Tools. Extractives at the Open Government Partnership Summit – the Transparency Melting Pot and Joined Up Data – Guest Blog by Michael Jarvis, World Bank Institute. In London last week offered the perfect reference point, convening government and civil society from 61 OGP member countries. Natural resource management was one of four identified themes of the Summ...
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