/Calculator-using-Seq2Seq-model

Using sequence-to-sequence neural network for computing.

Primary LanguageJupyter Notebook

Calculator-using-Seq2Seq-model

This is a simple tutorial where a seq2seq model is implemented in tensorflow for the purpose of computing simple arithmetic calculations like addition, subtraction and multiplication. That is, feeding into a model, a sequence like "2+5" and getting an output, a sequence "7".

Examples:

  • Input string: '768*375' Output string '288000'

  • Input string: '629+974' Output string: '1603'

  • Input string: '284-70' Output string: '214'

For details, refer the document Arithmetic_calculations.md and

For implementation, refer the IPython Notebook Arithmetic_calculations.ipynb