diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 43faac2..c968d1a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -15,6 +15,9 @@
#
# You should have received a copy of the GNU Lesser General Public License
# along with tad-multicharge. If not, see .
+ci:
+ skip: [mypy]
+
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
rev: v4.5.0
@@ -48,14 +51,21 @@ repos:
args: [--py37-plus, --keep-runtime-typing]
- repo: https://github.com/pycqa/isort
- rev: 5.13.0
+ rev: 5.13.2
hooks:
- id: isort
name: isort (python)
args: ["--profile", "black", "--filter-files"]
- repo: https://github.com/psf/black
- rev: 23.11.0
+ rev: 23.12.0
hooks:
- id: black
stages: [commit]
+
+ - repo: https://github.com/pre-commit/mirrors-mypy
+ rev: v1.7.1
+ hooks:
+ - id: mypy
+ additional_dependencies: [types-all]
+ exclude: 'test/conftest.py'
diff --git a/docs/modules/index.rst b/docs/modules/index.rst
index b9794ab..6eb7454 100644
--- a/docs/modules/index.rst
+++ b/docs/modules/index.rst
@@ -11,3 +11,4 @@ The following modules are contained with `tad_multicharge`.
defaults
eeq
model
+ typing/index
diff --git a/docs/modules/typing/builtin.rst b/docs/modules/typing/builtin.rst
new file mode 100644
index 0000000..65b4e97
--- /dev/null
+++ b/docs/modules/typing/builtin.rst
@@ -0,0 +1,2 @@
+.. automodule:: tad_multicharge.typing.builtin
+ :members:
diff --git a/docs/modules/typing/index.rst b/docs/modules/typing/index.rst
new file mode 100644
index 0000000..125237b
--- /dev/null
+++ b/docs/modules/typing/index.rst
@@ -0,0 +1,8 @@
+.. _typing:
+
+.. automodule:: tad_multicharge.typing
+
+.. toctree::
+
+ builtin
+ pytorch
diff --git a/docs/modules/typing/pytorch.rst b/docs/modules/typing/pytorch.rst
new file mode 100644
index 0000000..69c4fea
--- /dev/null
+++ b/docs/modules/typing/pytorch.rst
@@ -0,0 +1,2 @@
+.. automodule:: tad_multicharge.typing.pytorch
+ :members:
diff --git a/pyproject.toml b/pyproject.toml
index c93e8ef..e69e355 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,6 +38,10 @@ disallow_untyped_defs = true
warn_redundant_casts = true
warn_unreachable = true
warn_unused_ignores = true
+exclude = '''
+ (?x)
+ ^test?s/conftest.py$
+'''
[tool.coverage.run]
diff --git a/src/tad_multicharge/eeq.py b/src/tad_multicharge/eeq.py
index d460098..a4e19ef 100644
--- a/src/tad_multicharge/eeq.py
+++ b/src/tad_multicharge/eeq.py
@@ -54,11 +54,11 @@
from tad_mctc import storch
from tad_mctc.batch import real_atoms, real_pairs
from tad_mctc.ncoord import cn_eeq, erf_count
-from tad_mctc.typing import DD, Any, CountingFunction, Tensor
from . import defaults
from .model import ChargeModel
from .param import eeq2019
+from .typing import DD, Any, CountingFunction, Tensor, get_default_dtype
__all__ = ["EEQModel", "solve", "get_charges"]
@@ -93,10 +93,10 @@ def param2019(
EEQModel
Instance of the EEQ charge model class.
"""
-
- dd: dict = {"device": device}
- if dtype is not None:
- dd["dtype"] = dtype
+ dd: DD = {
+ "device": device,
+ "dtype": dtype if dtype is not None else get_default_dtype(),
+ }
return cls(
eeq2019.chi.to(**dd),
diff --git a/src/tad_multicharge/model.py b/src/tad_multicharge/model.py
index 9885e60..1f405bd 100644
--- a/src/tad_multicharge/model.py
+++ b/src/tad_multicharge/model.py
@@ -25,7 +25,8 @@
from __future__ import annotations
import torch
-from tad_mctc.typing import Tensor, TensorLike
+
+from .typing import Tensor, TensorLike
__all__ = ["ChargeModel"]
diff --git a/src/tad_multicharge/typing/__init__.py b/src/tad_multicharge/typing/__init__.py
new file mode 100644
index 0000000..6f88af4
--- /dev/null
+++ b/src/tad_multicharge/typing/__init__.py
@@ -0,0 +1,25 @@
+# This file is part of tad-multicharge.
+#
+# SPDX-Identifier: LGPL-3.0
+# Copyright (C) 2023 Marvin Friede
+#
+# tad-multicharge is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Lesser General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# tad-multicharge is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU Lesser General Public License for more details.
+#
+# You should have received a copy of the GNU Lesser General Public License
+# along with tad-multicharge. If not, see .
+"""
+Type annotations
+================
+
+All type annotations for this project.
+"""
+from .builtin import *
+from .pytorch import *
diff --git a/src/tad_multicharge/typing/builtin.py b/src/tad_multicharge/typing/builtin.py
new file mode 100644
index 0000000..9fa4df5
--- /dev/null
+++ b/src/tad_multicharge/typing/builtin.py
@@ -0,0 +1,27 @@
+# This file is part of tad-multicharge.
+#
+# SPDX-Identifier: LGPL-3.0
+# Copyright (C) 2023 Marvin Friede
+#
+# tad-multicharge is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Lesser General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# tad-multicharge is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU Lesser General Public License for more details.
+#
+# You should have received a copy of the GNU Lesser General Public License
+# along with tad-multicharge. If not, see .
+"""
+Type annotations: Built-ins
+===========================
+
+Built-in type annotations are imported from the *tad-mctc* library, which
+handles some version checking.
+"""
+from tad_mctc.typing import Any, Callable, TypedDict
+
+__all__ = ["Any", "Callable", "TypedDict"]
diff --git a/src/tad_multicharge/typing/pytorch.py b/src/tad_multicharge/typing/pytorch.py
new file mode 100644
index 0000000..80b4cfe
--- /dev/null
+++ b/src/tad_multicharge/typing/pytorch.py
@@ -0,0 +1,42 @@
+# This file is part of tad-multicharge.
+#
+# SPDX-Identifier: LGPL-3.0
+# Copyright (C) 2023 Marvin Friede
+#
+# tad-multicharge is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Lesser General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# tad-multicharge is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+# GNU Lesser General Public License for more details.
+#
+# You should have received a copy of the GNU Lesser General Public License
+# along with tad-multicharge. If not, see .
+"""
+Type annotations: PyTorch
+=========================
+
+PyTorch-related type annotations for this project.
+"""
+from tad_mctc.typing import (
+ DD,
+ CountingFunction,
+ Molecule,
+ Tensor,
+ TensorLike,
+ get_default_device,
+ get_default_dtype,
+)
+
+__all__ = [
+ "DD",
+ "CountingFunction",
+ "Molecule",
+ "Tensor",
+ "TensorLike",
+ "get_default_device",
+ "get_default_dtype",
+]
diff --git a/test/conftest.py b/test/conftest.py
index 67400aa..693ac3f 100644
--- a/test/conftest.py
+++ b/test/conftest.py
@@ -147,7 +147,7 @@ def pytest_configure(config: pytest.Config) -> None:
if torch.__version__ < (2, 0, 0): # type: ignore
torch.set_default_tensor_type("torch.cuda.FloatTensor") # type: ignore
else:
- torch.set_default_device(DEVICE) # type: ignore
+ torch.set_default_device(DEVICE) # type: ignore[attr-defined]
else:
torch.use_deterministic_algorithms(True)
DEVICE = None
diff --git a/test/test_charge/samples.py b/test/test_charge/samples.py
index 873facc..dbd41ec 100644
--- a/test/test_charge/samples.py
+++ b/test/test_charge/samples.py
@@ -22,7 +22,8 @@
import torch
from tad_mctc.data.molecules import merge_nested_dicts, mols
-from tad_mctc.typing import Molecule, Tensor, TypedDict
+
+from tad_multicharge.typing import Molecule, Tensor, TypedDict
class Refs(TypedDict):
@@ -43,133 +44,143 @@ class Record(Molecule, Refs):
refs: dict[str, Refs] = {
- "NH3-dimer": {
- "total_charge": torch.tensor(0.0),
- "q": torch.tensor(
- [
- -0.8347351804,
- -0.8347351804,
- +0.2730523336,
- +0.2886305132,
- +0.2730523336,
- +0.2730523336,
- +0.2886305132,
- +0.2730523336,
- ],
- ),
- "energy": torch.tensor(
- [
- -0.5832575193,
- -0.5832575193,
- +0.1621643199,
- +0.1714161174,
- +0.1621643199,
- +0.1621643199,
- +0.1714161174,
- +0.1621643199,
- ],
- ),
- },
- "NH3": {
- "total_charge": torch.tensor(0.0),
- "q": torch.tensor([0.0]),
- "energy": torch.tensor([0.0]),
- },
- "PbH4-BiH3": {
- "total_charge": torch.tensor(0.0),
- "q": torch.tensor(
- [
- +0.1830965969,
- -0.0434600885,
- -0.0434600949,
- -0.0434600949,
- -0.0452680726,
- +0.0727632554,
- -0.0267371663,
- -0.0267371688,
- -0.0267371663,
- ]
- ),
- "energy": torch.tensor(
- [
- +0.1035379745,
- -0.0258195114,
- -0.0258195151,
- -0.0258195151,
- -0.0268938305,
- +0.0422307903,
- -0.0158831963,
- -0.0158831978,
- -0.0158831963,
- ],
- ),
- },
- "C6H5I-CH3SH": {
- "total_charge": torch.tensor(0.0),
- "q": torch.tensor(
- [
- -0.1029278713,
- -0.1001905841,
- -0.1028043772,
- -0.0774975738,
- -0.0007325498,
- -0.0780660341,
- -0.1962493355,
- +0.1120891066,
- +0.1205055899,
- +0.1123282728,
- +0.1197578368,
- +0.1121635250,
- -0.1711138357,
- +0.1212508178,
- -0.2031014175,
- +0.1153482095,
- +0.1143692362,
- +0.1048709842,
- ]
- ),
- "energy": torch.tensor(
- [
- -0.0666956672,
- -0.0649253132,
- -0.0666156432,
- -0.0501240988,
- -0.0004746778,
- -0.0504921903,
- -0.1274747615,
- +0.0665769222,
- +0.0715759533,
- +0.0667190716,
- +0.0711318128,
- +0.0666212167,
- -0.1116992442,
- +0.0720166288,
- -0.1300663998,
- +0.0685131245,
- +0.0679318540,
- +0.0622901437,
- ],
- ),
- },
- "AmF3": {
- "total_charge": torch.tensor(0.0),
- "q": torch.tensor(
- [
- +6.3523639599197046e-01,
- -2.1174624588603730e-01,
- -2.1174685327730036e-01,
- -2.1174329682863302e-01,
- ]
- ),
- "energy": torch.tensor(
- [
- +1.8468940944911075e-01,
- -1.5019058800412630e-01,
- -1.5019103257755498e-01,
- -1.5018850039426584e-01,
- ],
- ),
- },
+ "NH3-dimer": Refs(
+ {
+ "total_charge": torch.tensor(0.0),
+ "q": torch.tensor(
+ [
+ -0.8347351804,
+ -0.8347351804,
+ +0.2730523336,
+ +0.2886305132,
+ +0.2730523336,
+ +0.2730523336,
+ +0.2886305132,
+ +0.2730523336,
+ ],
+ ),
+ "energy": torch.tensor(
+ [
+ -0.5832575193,
+ -0.5832575193,
+ +0.1621643199,
+ +0.1714161174,
+ +0.1621643199,
+ +0.1621643199,
+ +0.1714161174,
+ +0.1621643199,
+ ],
+ ),
+ }
+ ),
+ "NH3": Refs(
+ {
+ "total_charge": torch.tensor(0.0),
+ "q": torch.tensor([0.0]),
+ "energy": torch.tensor([0.0]),
+ }
+ ),
+ "PbH4-BiH3": Refs(
+ {
+ "total_charge": torch.tensor(0.0),
+ "q": torch.tensor(
+ [
+ +0.1830965969,
+ -0.0434600885,
+ -0.0434600949,
+ -0.0434600949,
+ -0.0452680726,
+ +0.0727632554,
+ -0.0267371663,
+ -0.0267371688,
+ -0.0267371663,
+ ]
+ ),
+ "energy": torch.tensor(
+ [
+ +0.1035379745,
+ -0.0258195114,
+ -0.0258195151,
+ -0.0258195151,
+ -0.0268938305,
+ +0.0422307903,
+ -0.0158831963,
+ -0.0158831978,
+ -0.0158831963,
+ ],
+ ),
+ }
+ ),
+ "C6H5I-CH3SH": Refs(
+ {
+ "total_charge": torch.tensor(0.0),
+ "q": torch.tensor(
+ [
+ -0.1029278713,
+ -0.1001905841,
+ -0.1028043772,
+ -0.0774975738,
+ -0.0007325498,
+ -0.0780660341,
+ -0.1962493355,
+ +0.1120891066,
+ +0.1205055899,
+ +0.1123282728,
+ +0.1197578368,
+ +0.1121635250,
+ -0.1711138357,
+ +0.1212508178,
+ -0.2031014175,
+ +0.1153482095,
+ +0.1143692362,
+ +0.1048709842,
+ ]
+ ),
+ "energy": torch.tensor(
+ [
+ -0.0666956672,
+ -0.0649253132,
+ -0.0666156432,
+ -0.0501240988,
+ -0.0004746778,
+ -0.0504921903,
+ -0.1274747615,
+ +0.0665769222,
+ +0.0715759533,
+ +0.0667190716,
+ +0.0711318128,
+ +0.0666212167,
+ -0.1116992442,
+ +0.0720166288,
+ -0.1300663998,
+ +0.0685131245,
+ +0.0679318540,
+ +0.0622901437,
+ ],
+ ),
+ }
+ ),
+ "AmF3": Refs(
+ {
+ "total_charge": torch.tensor(0.0),
+ "q": torch.tensor(
+ [
+ +6.3523639599197046e-01,
+ -2.1174624588603730e-01,
+ -2.1174685327730036e-01,
+ -2.1174329682863302e-01,
+ ]
+ ),
+ "energy": torch.tensor(
+ [
+ +1.8468940944911075e-01,
+ -1.5019058800412630e-01,
+ -1.5019103257755498e-01,
+ -1.5018850039426584e-01,
+ ],
+ ),
+ }
+ ),
}
diff --git a/test/test_charge/test_charges.py b/test/test_charge/test_charges.py
index fc770ec..8fde772 100644
--- a/test/test_charge/test_charges.py
+++ b/test/test_charge/test_charges.py
@@ -41,16 +41,16 @@
import torch
from tad_mctc.batch import pack
from tad_mctc.ncoord import cn_eeq
-from tad_mctc.typing import DD
from tad_multicharge import eeq
+from tad_multicharge.typing import DD
from ..conftest import DEVICE
from .samples import samples
@pytest.mark.parametrize("dtype", [torch.float, torch.double])
-def test_single(dtype: torch.dtype):
+def test_single(dtype: torch.dtype) -> None:
dd: DD = {"device": DEVICE, "dtype": dtype}
tol = 1e-4 if dtype == torch.float32 else 1e-6
@@ -75,7 +75,7 @@ def test_single(dtype: torch.dtype):
@pytest.mark.parametrize("dtype", [torch.float, torch.double])
@pytest.mark.parametrize("name", ["AmF3"])
-def test_single_with_cn(dtype: torch.dtype, name: str):
+def test_single_with_cn(dtype: torch.dtype, name: str) -> None:
dd: DD = {"device": DEVICE, "dtype": dtype}
tol = 1e-4 if dtype == torch.float32 else 1e-6
@@ -99,7 +99,7 @@ def test_single_with_cn(dtype: torch.dtype, name: str):
@pytest.mark.parametrize("dtype", [torch.float, torch.double])
-def test_ghost(dtype: torch.dtype):
+def test_ghost(dtype: torch.dtype) -> None:
dd: DD = {"device": DEVICE, "dtype": dtype}
tol = 1e-4 if dtype == torch.float32 else 1e-6
@@ -148,7 +148,7 @@ def test_ghost(dtype: torch.dtype):
@pytest.mark.parametrize("dtype", [torch.float, torch.double])
-def test_batch(dtype: torch.dtype):
+def test_batch(dtype: torch.dtype) -> None:
dd: DD = {"device": DEVICE, "dtype": dtype}
tol = 1e-4 if dtype == torch.float32 else 1e-6
diff --git a/test/test_charge/test_general.py b/test/test_charge/test_general.py
index 996fcf6..c87c34e 100644
--- a/test/test_charge/test_general.py
+++ b/test/test_charge/test_general.py
@@ -69,7 +69,7 @@ def test_change_device_fail() -> None:
# trying to use setter
with pytest.raises(AttributeError):
- model.device = "cpu"
+ model.device = torch.device("cpu")
def test_init_dtype_fail() -> None:
diff --git a/test/test_grad/samples_dedr.py b/test/test_grad/samples_dedr.py
index 63c653c..1c18edb 100644
--- a/test/test_grad/samples_dedr.py
+++ b/test/test_grad/samples_dedr.py
@@ -22,7 +22,8 @@
import torch
from tad_mctc.data.molecules import merge_nested_dicts, mols
-from tad_mctc.typing import Molecule, Tensor, TypedDict
+
+from tad_multicharge.typing import Molecule, Tensor, TypedDict
class Refs(TypedDict):
@@ -37,1207 +38,1225 @@ class Record(Molecule, Refs):
refs: dict[str, Refs] = {
- "LiH": {
- "grad": torch.tensor(
- [
- [
- +0.0000000000000000e00,
- +0.0000000000000000e00,
- -1.2302277945431074e-02,
- ],
- [
- +0.0000000000000000e00,
- +0.0000000000000000e00,
- +1.2302277945431074e-02,
- ],
- ],
- dtype=torch.double,
- ),
- },
- "SiH4": {
- "grad": torch.tensor(
- [
- [
- -9.0537536095539402e-19,
- -8.9711075080175710e-19,
- -8.9711075080175710e-19,
- ],
- [
- +2.5699119958478493e-04,
- +2.5699119958478493e-04,
- -2.5699119958478488e-04,
- ],
- [
- -2.5699119958478412e-04,
- -2.5699119958478412e-04,
- -2.5699119958478412e-04,
- ],
- [
- +2.5699119958478493e-04,
- -2.5699119958478488e-04,
- +2.5699119958478493e-04,
- ],
- [
- -2.5699119958478488e-04,
- +2.5699119958478493e-04,
- +2.5699119958478493e-04,
- ],
- ],
- dtype=torch.double,
- ),
- },
- "AmF3": {
- "grad": torch.tensor(
- [
- [
- -7.4021411463984915e-06,
- +3.8177976052419793e-07,
- +9.3536773201791656e-03,
- ],
- [
- -5.6525568841740773e-03,
- -1.5287470820034010e-03,
- -3.1230771573808585e-03,
- ],
- [
- +1.5072007235716486e-03,
- +5.6622432730357572e-03,
- -3.1153927236688456e-03,
- ],
- [
- +4.1527583017488285e-03,
- -4.1338779707928803e-03,
- -3.1152074391294620e-03,
- ],
- ],
- dtype=torch.double,
- ),
- },
- "PbH4-BiH3": {
- "grad": torch.tensor(
- [
- [
- +2.7391361297140784e-09,
- +3.2488573299127035e-05,
- +6.2870178347078794e-20,
- ],
- [
- -5.5883738115394956e-05,
- +1.7063470783804067e-05,
- -7.7368226740032970e-21,
- ],
- [
- +2.7940509984088580e-05,
- +1.7062534189631494e-05,
- +4.8394450812532972e-05,
- ],
- [
- +2.7940509984088596e-05,
- +1.7062534189631542e-05,
- -4.8394450812533006e-05,
- ],
- [
- -2.1754844657862412e-11,
- -9.3095225586217040e-05,
- -3.5238321304723560e-21,
- ],
- [
- +6.0074327187720391e-10,
- -6.4103751766856563e-05,
- -4.3032485808259733e-21,
- ],
- [
- -1.1045324886975612e-05,
- +2.4507140765856783e-05,
- +1.9131050538912299e-05,
- ],
- [
- +2.2090049796612069e-05,
- +2.4507583359165950e-05,
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+ [
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+ [
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+ -1.5003949629384269e-03,
+ ],
+ ],
+ dtype=torch.double,
+ ),
+ }
+ ),
+ "Ag2Cl22-": Refs(
+ {
+ "grad": torch.tensor(
+ [],
+ dtype=torch.double,
+ ),
+ }
+ ),
+ "ZnOOH-": Refs(
+ {
+ "grad": torch.tensor(
+ [],
+ dtype=torch.double,
+ ),
+ }
+ ),
}
diff --git a/test/test_grad/samples_dqdr.py b/test/test_grad/samples_dqdr.py
index 5fdeae8..9d18c7f 100644
--- a/test/test_grad/samples_dqdr.py
+++ b/test/test_grad/samples_dqdr.py
@@ -22,7 +22,8 @@
import torch
from tad_mctc.data.molecules import merge_nested_dicts, mols
-from tad_mctc.typing import Molecule, Tensor, TypedDict
+
+from tad_multicharge.typing import Molecule, Tensor, TypedDict
class Refs(TypedDict):
@@ -37,2138 +38,2156 @@ class Record(Molecule, Refs):
refs: dict[str, Refs] = {
- "LiH": {
- "grad": torch.tensor(
- [
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- -0.0000000000000000e00,
- -0.0000000000000000e00,
- +5.2509296729341112e-02,
- ],
- dtype=torch.double,
- ),
- },
- "SiH4": {
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- -8.8288025100595243e-03,
- -8.8288025100595278e-03,
- ],
- dtype=torch.double,
- ),
- },
- "AmF3": {
- "grad": torch.tensor(
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- ],
- dtype=torch.double,
- ),
- },
- "PbH4-BiH3": {
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diff --git a/test/test_grad/test_charge.py b/test/test_grad/test_charge.py
index 640964b..c5db967 100644
--- a/test/test_grad/test_charge.py
+++ b/test/test_grad/test_charge.py
@@ -37,9 +37,9 @@
from tad_mctc.batch import pack
from tad_mctc.data.molecules import mols as samples
from tad_mctc.ncoord import cn_eeq
-from tad_mctc.typing import DD, Callable, Tensor
from tad_multicharge import eeq
+from tad_multicharge.typing import DD, Callable, Tensor
from ..conftest import DEVICE, FAST_MODE
@@ -67,7 +67,7 @@ def gradchecker(
positions.requires_grad_(True)
total_charge.requires_grad_(True)
- def func(pos: Tensor, tchrg: Tensor):
+ def func(pos: Tensor, tchrg: Tensor) -> Tensor:
cn = cn_eeq(numbers, positions)
return eeq.solve(numbers, pos, tchrg, eeq_model, cn)[0]
@@ -125,7 +125,7 @@ def gradchecker_batch(
positions.requires_grad_(True)
total_charge.requires_grad_(True)
- def func(pos: Tensor, tchrg: Tensor):
+ def func(pos: Tensor, tchrg: Tensor) -> Tensor:
cn = cn_eeq(numbers, positions)
return eeq.solve(numbers, pos, tchrg, eeq_model, cn)[0]
diff --git a/test/test_grad/test_dedr.py b/test/test_grad/test_dedr.py
index 01d0ba1..3feb79f 100644
--- a/test/test_grad/test_dedr.py
+++ b/test/test_grad/test_dedr.py
@@ -25,9 +25,9 @@
from tad_mctc.autograd import dgradcheck, dgradgradcheck, jac
from tad_mctc.batch import pack
from tad_mctc.convert import tensor_to_numpy
-from tad_mctc.typing import DD, Callable, Tensor
from tad_multicharge import eeq
+from tad_multicharge.typing import DD, Callable, Tensor
from ..conftest import DEVICE, FAST_MODE
from .samples_dedr import samples
@@ -270,7 +270,7 @@ def run_jacobian(dtype: torch.dtype, name: str, atol: float) -> None:
positions.requires_grad_(True)
fjac = jac(eeq.get_energy, argnums=1)
- jacobian: Tensor = fjac(numbers, positions, charge) # type: ignore
+ jacobian: Tensor = fjac(numbers, positions, charge)
positions.detach_()
jac_np = tensor_to_numpy(jacobian)
diff --git a/test/test_grad/test_dqdr.py b/test/test_grad/test_dqdr.py
index bf8ec75..07a9456 100644
--- a/test/test_grad/test_dqdr.py
+++ b/test/test_grad/test_dqdr.py
@@ -25,9 +25,9 @@
from tad_mctc.autograd import dgradcheck, dgradgradcheck, jac
from tad_mctc.batch import pack
from tad_mctc.convert import reshape_fortran, tensor_to_numpy
-from tad_mctc.typing import DD, Callable, Tensor
from tad_multicharge import eeq
+from tad_multicharge.typing import DD, Callable, Tensor
from ..conftest import DEVICE, FAST_MODE
from .samples_dqdr import samples
@@ -179,7 +179,7 @@ def test_jacobian(dtype: torch.dtype, name: str) -> None:
positions.requires_grad_(True)
fjac = jac(eeq.get_charges, argnums=1)
- jacobian: Tensor = fjac(numbers, positions, charge) # type: ignore
+ jacobian: Tensor = fjac(numbers, positions, charge)
positions.detach_()
jac_np = tensor_to_numpy(jacobian)
diff --git a/test/test_grad/test_param.py b/test/test_grad/test_param.py
index 0cb1e18..eb4fc98 100644
--- a/test/test_grad/test_param.py
+++ b/test/test_grad/test_param.py
@@ -26,9 +26,9 @@
from tad_mctc.batch import pack
from tad_mctc.data.molecules import mols as samples
from tad_mctc.ncoord import cn_eeq
-from tad_mctc.typing import DD, Callable, Tensor
from tad_multicharge import eeq
+from tad_multicharge.typing import DD, Callable, Tensor
from ..conftest import DEVICE, FAST_MODE