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JuliaDiffHome of the JuliaDiff project.
http://www.juliadiff.org/
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JuliaDiff | juliadiff.org Reviews
https://juliadiff.org
Home of the JuliaDiff project.
julia | Randomized.ME
http://randomized.me/index.php/tag/julia
Press "Enter" to skip to content. Reveries in the Air. Julia: Piled-Like Matrix Multiplication on Memory-Limited GPUs Using MXNet. January 15, 2016. 2D Matrix Multiplication on GPUs with Limited Memories. There was a time when I imagined feeding my big big data to the graphics cards smoothly, but Mom told me that is impossible because my data stream is much too big and the memory of the graphics cards is limited. The memory is to a graphics card what capacity to a human brain. November 19, 2015. Normally...
Teatime | Randomized.ME
http://randomized.me/index.php/category/teatime
Press "Enter" to skip to content. Reveries in the Air. Join me trying some interesting techniques and applications with a cup of tea. November 13, 2015. Writing something I found when coding, like some kind of syntax sugars… though no guarantee for the correction…. There are different kinds of array initializations. Notice the differences between “{}” and “()” notations. All of them work. Those in parentheses specify how they can be initialized. How Does Sparse Matrix Work? There’s a type definition.
Publications – Harold Soh
https://haroldsoh.com/category/publications
A Probabilistic Look at MDS. April 22, 2016. July 13, 2016. Headed to NYC in July! Will be presenting my paper on a probabilistic variant of multi-dimensional scaling. MDS) at the 2016 International Joint Conference on Artificial Intelligence (IJCAI). The acceptance rate was below 25% so, it’s certainly satisfying that the paper was accepted. You can read the pre-print here. GPs), and we derive a novel method called the Variational Bayesian MDS Gaussian Process (VBMDS-GP) [yes, a mouthful! The model can ...
Julia Community
http://julialang.org/community
Held on June 21. Google Summer of Code. Julia gets 12 slots in the Google Summer of Code! All participants in the Julia community are requested to read the Julia Community Standards. And abide by them in all Julia related forums. Low traffic mailing list for important announcements, such as new releases. Discussions related to the development of Julia itself. Note that this is not the primary forum for the development of Julia: most of the discussions take place on GitHub instead (see below). GitHub’s pa...
Machine Learning – Harold Soh
https://haroldsoh.com/category/publications/machine-learning
A Probabilistic Look at MDS. April 22, 2016. July 13, 2016. Headed to NYC in July! Will be presenting my paper on a probabilistic variant of multi-dimensional scaling. MDS) at the 2016 International Joint Conference on Artificial Intelligence (IJCAI). The acceptance rate was below 25% so, it’s certainly satisfying that the paper was accepted. You can read the pre-print here. GPs), and we derive a novel method called the Variational Bayesian MDS Gaussian Process (VBMDS-GP) [yes, a mouthful! The model can ...
The Living Thing / Notebooks : Automatic differentiation
https://livingthing.danmackinlay.name/autodiff.html
The Living Thing / Notebooks. Getting your computer to tell you the gradient of a function, without resorting to finite difference approximation. There seems to be a lot of stuff to know here infinitesimal/Taylor series formulations and computational complexity. Reverse-mode (backprop) versus forward mode, computational graph computation etc. There is a beautiful explanation of the basics by Sanjeev Arora and Tengyu Ma. You might want to do this for optimisation. See also symbolic mathematical calculators.
Fun – Harold Soh
https://haroldsoh.com/category/fun
Puzzle of the day from Workable. October 2, 2015. April 28, 2016. Workable published a short data-science (probabilistic) puzzle at http:/ buff.ly/1Rip3b0. Well, I thought I would spend a few minutes on it and well, a few minutes turned into more than 30. My solution is simply maximum likelihood estimation (MLE), i.e., minimizing the negative log likelihood of the data given the model parameters:. Is the number of observed heads in the sequence of 50,. Is the coin selected (. Which required minor code ch...
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Julia's diets | Make a habit of a healthy lifestyle!
How to lose weight after the holidays. After each grandiose holiday involving rich feast – with a lot of not healthy dishes, alcohol and soda water – we stumble upon a question – how should I lose weight now? The promise to refrain from the impulse to eat all the delicious that is in front of our eyes on the holiday table. How to lose weight while sleeping. Kefir before bedtime. Benefits. Recipes. How to cheat brain and eat less. In addition to the desire to lose weight, clear schedule and counting of ca...
Julia Dietze
juliadiez
JuliaDiff
Differentiation tools in Julia. Derivatives are required at the core of many numerical algorithms. Unfortunately, they are usually computed. By some variant of the finite difference approach $ f'(x) approx frac{f(x h) - f(x)}{h}, h text{ small }. $ This method is. Because it requires ( Omega(n) ) evaluations of ( f : mathbb{R} n to mathbb{R} ) to compute the gradient ( nabla f(x) = left( frac{ partial f}{ partial x 1}(x), cdots, frac{ partial f}{ partial x n}(x) right) ), for example. It is. JuliaDiff is...
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Julia Digital Creations | Videography In Newyork
juliadigitalmedia-jomc711.blogspot.com
Julia's JOMC711 Blog
The Way it was Then, The Way it was Now. Digital Media Blog - J Marsteller. Apex, North Carolina, United States. View my complete profile. Sunday, August 30, 2009. The Way it was Then, The Way it was Now. Mom stayed home with me and brother, putting up with our constant arguing and screaming at one another. Mom was the referee and we were the fighters. She tried to discipline us but sometimes she would throw in the towel and let us yell it out. She would phone other moms in a panic, desperate...Brother a...
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