Restructuring a deep learning code

I need someone to restructure a bit the code to make it easier to use it.

1- I use three labelling strategies. Sometime the code needs to use 2 classes (i.e. classes 1 and -1) and sometime it needs 3 classes (i.e. classes 1, 0 and -1). I would like to enter the number of classes in only one place.

2- The code use two different models. It uses a LTSM model (i.e. [login to view URL]) or a simple FeedForward NN ([login to view URL]). I would like to specify the model from only one place.

Roughly I would like the model to be easier to use.

Skills: Machine Learning, Python

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About the Employer:
( 60 reviews ) Ste-Julie, Canada

Project ID: #17396429

15 freelancers are bidding on average $148 for this job


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Simplify the model's code Relevant Skills and Experience Hello, I would like to help you simplify your code. In fact I'm familiar with LSTM and NN networks I can merge the code so that you will have a simple code with More

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1. Understand the existing structure of the code 2. Integrate different functions/models into single function with more flexibility 3. deliver Relevant Skills and Experience I have wrapped a lot of such functions into More

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A general reconstruction of multiple python scripts into a more user-friendly structure. Relevant Skills and Experience Python is currently the language that I am using the most (due to Kaggle competitions) and I have More

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