Machine Learning

Coreference Resolution Using spaCy

Coreference Resolution Using spaCy

According to Stanford NLP Group, “Coreference resolution is the task of finding all expressions that refer to the same entity in a text”.¬† You can also read this Wikipedia page. For example, in the sentence “Tom dropped the glass jar by accident and broke it”, what does “it” refer to? I am sure you will […]

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Torch7 and Neural Networks

Written by on October 18, 2016 in Machine Learning, Programming with 0 Comments
Torch7 and Neural Networks

This week I wanted to experiment with Torch7, a popular Machine Learning framework implemented in C/LuaJIT. Seamless CUDA support is another plus point in favour of Torch7. I downloaded and installed Torch7 and related packages, as described here. It is important to also install cunn¬†and cutorch¬†packages if you need CUDA support. In my case, I […]

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Computer Vision with Mathematica

Written by on September 26, 2016 in Machine Learning, Mathematica, Programming with 0 Comments
Computer Vision with Mathematica

Over the past several weeks, I have been discussing many interesting features of Mathematica. As a continuation, today, I would like to show some cool functionality in the domain of computer vision and machine learning. The function ImageIdentify[] tries to identify the object in the given image. According to the documentation, Mathematica knows about more […]

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