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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
How wide my network should be?
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In my previous post, I examined the question of how many layers a neural network needs for simple classification tasks. I have explored the linear classification of the AND and OR data sets and the more complex XOR and two-moon data.
How many layers do you need?
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Deep learning is booming. Now with the availability of high-level neural networks API, such as Keras, it is easy to run deep neural networks and solve complex classification problems. Still, from time to time, it is valuable to go back to simple tasks that we can fully understand and this is the aim of this publication.
Classifying grayscale images of handwritten digits (MNIST) using Keras
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In this post, I will quickly solve the classification problem of grayscale images of handwritten digits using Keras. This data set, also called MNIST, is classic. It contains tenths of thousand of handwritten numbers (which are 28x28 pixels), and the classification task is to categorize them into their ten categories: 0 to 9.
portfolio
What drives the Brewer-Dobson circulation?
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Has the number of Indian summer monsoon depressions decreased over the last thirty years?
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Perspectives on moist baroclinic instability: implications for the growth of monsoon depressions
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publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.