EmbedPy examples - ML and AI code.

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1

Hi q folks, 
Happy Holidays to you ! I’ve written some embedPy examples, using real-world Kaggle data, at https://github.com/krish240574/embedPyMLAI - do take a look. 

The relevant examples are :

[2sigma_regression.q](“https://github.com/krish240574/embedPyMLAI/blob/master/2sigma_regression.q” ““2sigma_regression.q””) - running linear regression(using sklearn) on 2Sigma data, from the 2Sigma Financial challenge on Kaggle (https://www.kaggle.com/c/two-sigma-financial-modeling) and 

[datasciencebowl2017.q](“https://github.com/krish240574/embedPyMLAI/blob/master/datasciencebowl2017.q” ““datasciencebowl2017.q””) - running a 3-D convolutional neural net(in Tensorflow) on 3-D chest scan data, for the Data Science bowl, 2017 - (https://www.kaggle.com/c/data-science-bowl-2017). - This one has the training part complete, has yet to run on test data, I’ll add code for the same soon. 

All data needs to be downloaded from the relevant competition links, they’re too big to put on Github. 

Many more examples to come! 

Cheers, 

Kumar

P.S - Take a look at EmbedPy at - https://github.com/KxSystems/embedPy

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2

Nice.. calling Tensorflow directly from kdb is very useful. Thanks for sharing!

24.12.2017, 07:19, “Krishna Kumar” <kumar.ramanathan@gmail.com>:

Hi q folks, 
Happy Holidays to you ! I’ve written some embedPy examples, using real-world Kaggle data, at https://github.com/krish240574/embedPyMLAI - do take a look. 

The relevant examples are :

[2sigma_regression.q](“https://github.com/krish240574/embedPyMLAI/blob/master/2sigma_regression.q” ““2sigma_regression.q””) - running linear regression(using sklearn) on 2Sigma data, from the 2Sigma Financial challenge on Kaggle (https://www.kaggle.com/c/two-sigma-financial-modeling) and 

[datasciencebowl2017.q](“https://github.com/krish240574/embedPyMLAI/blob/master/datasciencebowl2017.q” ““datasciencebowl2017.q””) - running a 3-D convolutional neural net(in Tensorflow) on 3-D chest scan data, for the Data Science bowl, 2017 - (https://www.kaggle.com/c/data-science-bowl-2017). - This one has the training part complete, has yet to run on test data, I’ll add code for the same soon. 

All data needs to be downloaded from the relevant competition links, they’re too big to put on Github. 

Many more examples to come! 

Cheers, 

Kumar

P.S - Take a look at EmbedPy at - https://github.com/KxSystems/embedPy

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