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A neural network for predicting numerical sequences

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NeuroMath

A neural network for predicting numerical sequences

Overview

This project implements a variant of neural recurrent network of lstm type, which predicts the next number of some numerical sequence. Now there is a choice of

  • sequence of 0 and 1
  • sequence of the remainder of division by 10
  • arithmetic progression
  • Fibonacci series
  • a power series on the basis of 2.

How to build and execute

First of all, you must install tensorflow and numpy packages (more information in file used_packages) After that, you can run example in plotter.py

python plotter.py

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A neural network for predicting numerical sequences

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  • Python 100.0%