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{
lib,
buildPythonPackage,
datasets,
dvc,
dvc-render,
dvc-studio-client,
fastai,
fetchFromGitHub,
funcy,
gto,
jsonargparse,
lightgbm,
lightning,
matplotlib,
mmcv,
numpy,
optuna,
pandas,
pillow,
psutil,
pynvml,
pythonOlder,
ruamel-yaml,
scikit-learn,
scmrepo,
setuptools-scm,
tensorflow,
torch,
transformers,
xgboost,
}:
buildPythonPackage rec {
pname = "dvclive";
version = "3.48.0";
pyproject = true;
disabled = pythonOlder "3.9";
src = fetchFromGitHub {
owner = "iterative";
repo = "dvclive";
rev = "refs/tags/${version}";
hash = "sha256-WIVRpJD7B6OI7ZfdHT+DunRRiaxHhri5Ge/B1BQ1kJY=";
};
build-system = [ setuptools-scm ];
dependencies = [
dvc
dvc-render
dvc-studio-client
funcy
gto
ruamel-yaml
scmrepo
psutil
pynvml
];
passthru.optional-dependencies = {
all = [
jsonargparse
lightgbm
lightning
matplotlib
mmcv
numpy
optuna
pandas
pillow
scikit-learn
tensorflow
torch
transformers
xgboost
] ++ jsonargparse.optional-dependencies.signatures;
image = [
numpy
pillow
];
sklearn = [ scikit-learn ];
plots = [
pandas
scikit-learn
numpy
];
markdown = [ matplotlib ];
mmcv = [ mmcv ];
tf = [ tensorflow ];
xgb = [ xgboost ];
lgbm = [ lightgbm ];
huggingface = [
datasets
transformers
];
# catalyst = [
# catalyst
# ];
fastai = [ fastai ];
lightning = [
lightning
torch
jsonargparse
] ++ jsonargparse.optional-dependencies.signatures;
optuna = [ optuna ];
};
# Circular dependency with dvc
doCheck = false;
pythonImportsCheck = [ "dvclive" ];
meta = with lib; {
description = "Library for logging machine learning metrics and other metadata in simple file formats";
homepage = "https://github.com/iterative/dvclive";
changelog = "https://github.com/iterative/dvclive/releases/tag/${version}";
license = licenses.asl20;
maintainers = with maintainers; [ fab ];
};
}
|
