torchlikelihoods 0.0.5.1

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 =  lik.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