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aka's blog | Just some my experiments and thoughts. Mostly should be related to IT, statistics, machine learning etc.

1505 2008 all words analysis. January 29, 2016. This is a rather short followup to previous post. Where we reviewed words starting with letter "A". I've downloaded the rest of the dataset. For 1-grams. After unpacking, the dataset exploded to 20 GB. So, how should we change our script for A-words so that it should be working with all words? Val path = googlebooks-eng-all-1gram-20120701-*. In order to have our script working we will use. Call The rest of the code remains the same. Max val ). 2 x 2 ).

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1505 2008 all words analysis. January 29, 2016. This is a rather short followup to previous post. Where we reviewed words starting with letter A. I've downloaded the rest of the dataset. For 1-grams. After unpacking, the dataset exploded to 20 GB. So, how should we change our script for A-words so that it should be working with all words? Val path = googlebooks-eng-all-1gram-20120701-*. In order to have our script working we will use. Call The rest of the code remains the same. Max val ). 2 x 2 ).

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aka's blog | Just some my experiments and thoughts. Mostly should be related to IT, statistics, machine learning etc. | dtkanov.net Reviews

https://dtkanov.net

1505 2008 all words analysis. January 29, 2016. This is a rather short followup to previous post. Where we reviewed words starting with letter "A". I've downloaded the rest of the dataset. For 1-grams. After unpacking, the dataset exploded to 20 GB. So, how should we change our script for A-words so that it should be working with all words? Val path = googlebooks-eng-all-1gram-20120701-*. In order to have our script working we will use. Call The rest of the code remains the same. Max val ). 2 x 2 ).

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dtkanov.net

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November | 2014 | aka's blog

http://dtkanov.net/2014/11

Monthly Archives: November 2014. Workaround for lost input field in Ubuntu lockscreen. November 26, 2014. The issue occurs not that often. You lock your screen, then get back in few minutes and see a login screen. The problem is that the login screen misses an important part: password input field. Continue reading Workaround for lost input field in Ubuntu lockscreen. Prediction of random numbers. Part 1. November 18, 2014. What is a chance to guess a random number? Sampling and common sense.

2

Deviation of mean | aka's blog

http://dtkanov.net/deviation-of-mean

November 16, 2013. Few days ago while conducting some experiments in Octave, I've noticed a weird behaviour. For array containing several equal elements mean value was significantly different from actual value of each of them. I believe that this is due to non-uniform distribution of float-point values when they are represented in form of. Type, but sudden encountering of this phenomenon gives a surprise feeling at first. Same vals = repmat. P, N* 100. Same vals (. Same vals ). In the process of data gen...

3

Prediction of random numbers. Part 1 | aka's blog

http://dtkanov.net/prediction-of-random-numbers-part-1

Prediction of random numbers. Part 1. November 18, 2014. What is a chance to guess a random number? For zero-or-one guessing 50% seems like a fair estimate. But what if you know that source of randomness is a human being? Random numbers are hard to get. The random number generator gathers environmental noise from device drivers and other sources into an entropy pool. The generator also keeps an estimate of the number of bits of noise in the entropy pool. From this entropy pool random numbers are ...Try t...

4

Short tips | aka's blog

http://dtkanov.net/category/short-tips

Category Archives: Short tips. MATLAB path in debug environment. March 6, 2015. Suppose that you've run some function. In MATLAB and it complains that another function. Is not found. You immediately realize that a directory with. Is not in path and add this directory. Oops, stop on error flag is set, so we are in debug mode. Leave that mode by pressing. Surprisingly, you will see the same error message again! Workaround for lost input field in Ubuntu lockscreen. November 26, 2014. Subscribe to my posts.

5

PCA-based pretraining of neural networks | aka's blog

http://dtkanov.net/pca-based-pretraining-of-neural-networks

PCA-based pretraining of neural networks. June 19, 2015. Training of a neural network on large datasets could be a rather long and challenging thing. There are lots of approaches for reducing training time: parallelization, early stopping, momentum, dimensionality reduction etc. They provide faster convergence of training, prevent unnecessary iterations, utilize hardware resources in a more efficient way. In this post we'll see how good initialization can affect training. Is the matrix returned by. Is in...

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Alex Rudenko https:/ 60devs.com/. Ivan Sobolev https:/ swiftbricks.com/. Dmytro Tkanov http:/ dtkanov.net. Andriy Buday http:/ andriybuday.com/. Andriy Andrunevchyn https:/ andrunevchyn.com. Oleh Sydor http:/ blackswan.in.ua/. Alaxandr Kalenuk http:/ codrspace.com/akalenuk/. Anastasiia Kornilova http:/ datascientistdiary.blogspot.com. Denis Dovgopoliy http:/ dennydov.blogspot.com/. DEVua – www.devua.co. Oleksandr Barchuk http:/devcolibri.com/. Aleksandr Polukhovich http:/ sonyks2007.blogspot.com/. Http:/...

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