torchlikelihoods 0.0.1

TorchLikelihoods: User-friendly handling of likelihoods in Pytorch

TorchLikelihoods

A library for handling likelihoods in PyTorch for any type of data

Installation

Run the following to install

pip install torchlikelihoods

Usage

from torchlikelihoods import NormalLikelihood
import torch

num_samples, num_feats = 100, 5
normal_data = torch.randn((num_samples, num_feats))

lik = NormalLikelihood(domain_size=num_feats)

scaler =  get_scaler

print(f"Domain size: {lik.domain_size()}")
print(f"Params size: {lik.params_size()}")

Do you want to get involved in the development?

pip install -e .[dev]

Testing

To run the tests:

make test
pytest

Create source distribution

python setup.py sdist

 tar tzf dist/torchlikelihoods-0.0.1.tar.gz

To include all the source code

 pip install check-manifest
 check-manifest --create

Publish it!

python setup.py bdist_wheel sdist