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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 = "3.45.0";
pyproject = true;
disabled = pythonOlder "3.9";
src = fetchFromGitHub {
owner = "iterative";
repo = "dvclive";
rev = "refs/tags/${version}";
hash = "sha256-76PjBPr3m1y5osW024dkhuvuXl2FiZ5oxlJ1Ucq8msI=";
};
build-system = [
setuptools-scm
];
dependencies = [
dvc
dvc-render
dvc-studio-client
funcy
gto
ruamel-yaml
scmrepo
psutil
pynvml
];
passthru.optional-dependencies = {
all = [
jsonargparse
lightgbm
lightning
matplotlib
mmcv
numpy
optuna
pandas
pillow
scikit-learn
tensorflow
torch
transformers
xgboost
] ++ jsonargparse.optional-dependencies.signatures;
image = [
numpy
pillow
];
sklearn = [
scikit-learn
];
plots = [
pandas
scikit-learn
numpy
];
markdown = [
matplotlib
];
mmcv = [
mmcv
];
tf = [
tensorflow
];
xgb = [
xgboost
];
lgbm = [
lightgbm
];
huggingface = [
datasets
transformers
];
# catalyst = [
# catalyst
# ];
fastai = [
fastai
];
lightning = [
lightning
torch
jsonargparse
] ++ jsonargparse.optional-dependencies.signatures;
optuna = [
optuna
];
};
# Circular dependency with dvc
doCheck = false;
pythonImportsCheck = [
"dvclive"
];
meta = with lib; {
description = "Library for logging machine learning metrics and other metadata in simple file formats";
homepage = "https://github.com/iterative/dvclive";
changelog = "https://github.com/iterative/dvclive/releases/tag/${version}";
license = licenses.asl20;
maintainers = with maintainers; [ fab ];
};
}
|