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triangleinequality « for matters mathematical | triangleinequality.wordpress.com Reviews
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for matters mathematical
Contents « triangleinequality
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8211; Introduces the notion of a triangulation of a manifold, and a data structure for representing one. Testing a Manifold For Orientability. 8211; Demonstrates the power of a triangulation by testing for orientability. Representing Abstract Simplicial Complexes. 8211; Introduces simplicial complexes and a python class for working with them. 8211; Puts the representation of abstract simplicial complexes to good use and calculates the Betti numbers of a complex. Snakes on a Manifold. 8211; Introduces som...
Theano, Autoencoders and MNIST « triangleinequality
https://triangleinequality.wordpress.com/2014/08/12/theano-autoencoders-and-mnist
Raquo; machine learning. Raquo; Theano, Autoencoders and MNIST. Theano, Autoencoders and MNIST. Recently I have finally upgraded my ancient laptop. Other than the ability for me to play the occasional video game, this means that I now have a dedicated Nvidia graphics card, in particular one that supports something called CUDA. Now that I have the hardware, I thought that it would be fun to check out this python library theano. As I understand it, it has two very interesting aspects. The difference betwee...
triangleinequality « for matters mathematical « Page 2
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Neural Networks Part 1: Feedingforward and Backpropagation. March 27, 2014 3:53 pm. 2 Comments on Neural Networks Part 1: Feedingforward and Backpropagation. Last time we looked at the perceptron model for classification. Which is similar to logistic regression. In that it uses a nonlinear transformation of a linear combination of the input features to give an output class. To turn this into an output, such as:. The sigmoidal logistic function. As in logistic regression. A Feedforward Neural Network.
Understanding scan() in Theano « triangleinequality
https://triangleinequality.wordpress.com/2014/08/22/understanding-scan-in-theano
Raquo; Understanding scan() in Theano. Understanding scan() in Theano. This is just short post since the meat is in an ipython notebook. I discuss the scan function in Theano, used for looping, iteration over tensors and recurrences. If you are a complete beginner to theano, check out my previous post. It seemed a bit obscure when I first started trying to understand it, so I thought I would share my learning process and hopefully speed up yours! OK check it out here. And let me know what you think.
Enter the Perceptron « triangleinequality
https://triangleinequality.wordpress.com/2014/02/24/enter-the-perceptron
Raquo; machine learning. Raquo; Enter the Perceptron. Some time ago in my post on logistic regression. I talked about the problem where you have a. Features, and a vector. In linear regression you would produce a vector. But the problem here is that our output could be any real number, not. The solution we investigated was using the logistic link function. Which turns any real number into something we interpret as a probability. That was one solution, another even simpler one is the function defined.
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hardsciencefiction.blogspot.com
Hard Science Fiction: Hard Science Fiction
http://hardsciencefiction.blogspot.com/2011/02/atheistic-science-fiction.html
Sunday, February 27, 2011. I will dedicate this blog to talking about these authors, the books they have written and my recommendations for others who might view the SciFi genre as I do. I will primarily concentrate on the “positive”. When I have read a book that was gratifying experience, I will share it with whoever might come along looking for a suggestion. The following list is no one particular order, other than it somewhat reflects the chronological sequence in which I discovered each of them.
Table of Contents | The Shape of Data
https://shapeofdata.wordpress.com/introduction
The Shape of Data. Exploring the geometry behind machine learning, data mining, etc. The first few posts to this blog will be most coherent if they are read in chronological order. A new entry will be posted each Wednesday morning. To see the latest posts in blog format, click here. To get updates when new posts appear, you can subscribe by RSS. Or follow me on google. I – Introduction. Different names for data analysis. Filling in the gaps – Probability Distributions. Continuous Bayes’ Theorem. May 31, ...
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Triangle Industries Inc. - Home - Enid, OK
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Triangle Industries - Home
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triangleinequality.wordpress.com
triangleinequality « for matters mathematical
Understanding scan() in Theano. August 22, 2014 2:11 pm. This is just short post since the meat is in an ipython notebook. I discuss the scan function in Theano, used for looping, iteration over tensors and recurrences. If you are a complete beginner to theano, check out my previous post. It seemed a bit obscure when I first started trying to understand it, so I thought I would share my learning process and hopefully speed up yours! My sources for learning were these two great resources: this. Is a unit ...
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TriangleInFocus | Covering the Triangle in photos
Covering the Triangle in photos. Durham Bulls Open the Season at the Reborn DBAP. Article and photos by Christine Adamczyk. The Bulls are back in town! With great crowds and beautiful weather, the Durham Bulls were welcomed back to a sparkling stadium. Fans loved the new spaces. Seeing the Bulls on the new, perfectly groomed field was like eye candy for winter-weary fans. Here are some of my favorite fan photos from the first two games. See more photos a www.ChrisAdamczykPhotography.com. April 5, 2014.
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