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Vectors for Education

What is this?

This is a library/framework for building vector-based models to represent knowledge and to make predictions from that. This also contains a small library for deploying this system to AWS.

This uses Theano and all its dependences (numpy, scipy)

How do I install/use this?

email me at yuerany@andrew.cmu.edu

Details

This library is very much based on the Theano deep learning tutorials from LISA lab UMontreal. A little effort has been made to structure the code in a logical way; this is an ongoing effort. Several of the modules are still pretty tightly coupled mainly because I haven't really figured out how to isolate the training processes ("annealing", logging, cross-validation, etc.) from the logic of the network itself especially with all these entangled Theano variables.

About

some darn way to learn vector based models for predicting education related metrics e.g. fluency, learning, knowledge, etc.

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  • Python 100.0%