ModuleNotFoundError: No module named 'torch_geometric.utils.to_dense_adj'

[iberglami]

I am running the example of pytorch geometric temporal, the terminal pop up an error as the title. I checked the env documents and I can found the py document '_to_dense_adj.py' and the functions in it. I wonder why the programme cannot found it and raise the error.

[rusty1s]

We changed the filenames internally, but it looks like PyG Temporal requires an earlier version of PyG. At best, just import either from torch_geometric.utils directly or from torch_geometric.utils._to_dense_adj.

[AAymanAbdelaal]

Hi. Importing dense_adj solely works with me using 'from torch_geometric.utils import to_dense_adj'. However, when I try to import any of the torch_geomteric_temporal modules such as 'from torch_geometric_temporal.dataset import METRLADatasetLoader', it fails with an error ModuleNotFoundError: No module named 'torch_geometric.utils.to_dense_adj'

[rusty1s]

It looks like https://github.com/benedekrozemberczki/pytorch_geometric_temporal does not yet support PyG 2.5.0. You would need to send a PR for this or manually change the imports inside the package.

[AAymanAbdelaal]

@rusty1s Thanks a lot; I will depend on the main packages instead.

[harirRzi]

Hi. After I installed torch_geometric_temporal and imported the following:

from torch_geometric.utils import to_dense_adj
from torch_geometric_temporal.nn.recurrent import GConvGRU

I get the following error:

from torch_geometric.utils.to_dense_adj import to_dense_adj
ModuleNotFoundError: No module named 'torch_geometric.utils.to_dense_adj'

I appreciate if you help me how can I fix it?

[rusty1s]

It looks like PyG Temporal is not yet compatible with PyG 2.5.0. You can manually change the import from

from torch_geometric.utils.to_dense_adj import to_dense_adj

to

from torch_geometric.utils import to_dense_adj

[dipanshuhaldar]

Hi I have trying to access torch geometric temporal but the imports are giving me errors

import torch
import numpy as np
from torch_geometric_temporal.signal import temporal_signal_split
from torch_geometric_temporal.signal import StaticGraphTemporalSignal
from torch_geometric_temporal.nn.recurrent import GConvGRU
import torch.nn.functional as F

---

ModuleNotFoundError Traceback (most recent call last)
Cell In[7], line 3
1 import torch
2 import numpy as np
----> 3 from torch_geometric_temporal.signal import temporal_signal_split
4 from torch_geometric_temporal.signal import StaticGraphTemporalSignal
5 from torch_geometric_temporal.nn.recurrent import GConvGRU

File /opt/conda/lib/python3.11/site-packages/torch_geometric_temporal/init.py:1
----> 1 from torch_geometric_temporal.nn import *
2 from torch_geometric_temporal.dataset import *
3 from torch_geometric_temporal.signal import *

File /opt/conda/lib/python3.11/site-packages/torch_geometric_temporal/nn/init.py:2
1 from .recurrent import *
----> 2 from .attention import *
3 from .hetero import *

File /opt/conda/lib/python3.11/site-packages/torch_geometric_temporal/nn/attention/init.py:6
4 from .gman import GMAN, SpatioTemporalEmbedding, SpatioTemporalAttention
5 from .mtgnn import MTGNN, MixProp, GraphConstructor
----> 6 from .tsagcn import GraphAAGCN, AAGCN
7 from .dnntsp import DNNTSP

File /opt/conda/lib/python3.11/site-packages/torch_geometric_temporal/nn/attention/tsagcn.py:6
4 import torch.nn as nn
5 from torch.autograd import Variable
----> 6 from torch_geometric.utils.to_dense_adj import to_dense_adj
7 import torch.nn.functional as F
10 class GraphAAGCN:

ModuleNotFoundError: No module named 'torch_geometric.utils.to_dense_adj'

[dipanshuhaldar]

from torch_geometric.utils import to_dense_adj does not help either.