treize-khushrenada / transformer-representation-model-example

Setup with Anaconda:

1. create virtual environment and activate
   conda create -n st python pandas tqdm
   conda activate st

2. install pytorch (specified version that is cpu only, as my machine does not have cuda graphic card)
   conda install pytorch cpuonly -c pytorch
   (else, for cuda: conda install pytorch>=1.6 cudatoolkit=11.0 -c pytorch)

3. install simpletransformer
   pip install simpletransformers

4. install wandb (weights and biases) for experiment tracking and visualizin training in a web browser.
   pip install wandb

Negative polarity is class 1, and positive class 2

remarks: pipenv is not working for this

1. create local environment in python 3 pipenv --python 3
2. install packages pandas and tqdm pipenv install pandas tqdm
3. install package pytorch pipenv install torch torch==1.6.0+cpu --->> failing to install pytorch. what the hell. so I abandoned this package manager for now and go with anaconda