TransformerCalculator

Can a simple deep Transformer model able to learn to be a calculator?

For example:

• input: "((272-844+960)+257)*711", output: "458595".
• input: "776/(41*988)/414*991", output: "0.045856".

This repo is an educational tutorial for writing a simple PyTorch Transformer model with custom dataset.

Installation of libaries

• conda create -n tfcal_env python=3.10.13
• conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
• pip install jupyterlab jupyterlab-sublime tqdm