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Christopher Bourez's blog

Disrupting SASU. Christopher Bourez

http://christopher5106.github.io/

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Christopher Bourez's blog | christopher5106.github.io Reviews

https://christopher5106.github.io

Disrupting SASU. Christopher Bourez

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1

1-grid LSTM and the XOR problem

http://christopher5106.github.io/deep/learning/2016/10/21/1d-grid-lstm-and-the-xor-problem.html

SUBSCRIBE TO THE NEWSLETTER! 1-grid LSTM and the XOR problem. Oct 21, 2016. A short post about a very nice classifier, the 1-Grid-LSTM, and its application to the XOR problem, as proposed by Nal Kalchbrenner, Ivo Danihelka, Alex Graves in their paper. The XOR problem consists in predicting the parity of a string of bits, 0 and 1. If the sum of the bits is odd, the target is the 0. If the sum of the bits is even, the target is 1. The k-bit parity problem. Since it is complicated to visualize a N-Grid LSTM...

2

Linear algebra for derivatives in multi-dimensional spaces : tensor products, inner and outer products...

http://christopher5106.github.io/deep/learning/2016/11/15/linear-algebra-for-derivatives-in-multi-dimensional-spaces-tensor-product-inner-outer-products.html

SUBSCRIBE TO THE NEWSLETTER! Linear algebra for derivatives in multi-dimensional spaces : tensor products, inner and outer products. Nov 15, 2016. Deep learning involves lot’s of the derivatives’computations in multi-dimensional spaces. In particular, any network module, as well as a full network composed of multiple modules, are mapping functions between input and output spaces. But also between parameter and output space. Which is of much interest for the gradient descents. The introduction of a non-li...

3

BIDMach library for GPU computing with Intel parallel studio XE: simply amazing [install on MacOS and EC2]

http://christopher5106.github.io/parallel/computing/2016/01/26/gpu-computing-with-bidmach-library-simply-amazing.html

SUBSCRIBE TO THE NEWSLETTER! BIDMach library for GPU computing with Intel parallel studio XE: simply amazing [install on MacOS and EC2]. Jan 26, 2016. Using Intel Parallel Studio,. There is a very great BIDMach library. With very competitive results(see the benchmarks). On some tasks, one can achieve on a single GPU instance the speed of a cluster of a few hundred instances, at a cost 10 to 1000 times lower. Install on Mac OS. Having the library installed locally. For a CPU-only install. For a GPU install.

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Christopher Bourez's blog

SUBSCRIBE TO THE NEWSLETTER! Dec 30, 2016. Commands for NVIDIA install on Ubuntu 16.04. Dec 23, 2016. IBM Watson Bluemix Visual API : tutorial and visual accuracy of a custom classifier. Nov 15, 2016. Linear algebra for derivatives in multi-dimensional spaces : tensor products, inner and outer products. Oct 21, 2016. 1-grid LSTM and the XOR problem. Sep 17, 2016. Sep 16, 2016. Jul 14, 2016. Element-Research Torch RNN Tutorial for recurrent neural nets : let's predict time series with a laptop GPU. Big da...

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