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