/brownian

Simple experiment to test if transformers are able to recover brownian noise

Primary LanguagePython

Installation

git clone https://github.com/Narsil/brownian.git

Using a new conda environment

conda create --name brownian source activate brownian pip install torchvision scikit-learn matplotlib tqdm tb-nightly numpy

Train

python train.py

Monitoring

tensorboard --logdir=runs You can also check the output of the distribution of the output of the transformer in the figures directory

The directory checkpoints will contain the models for future loading.