MDF

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Support for cyclical graphs

3

If A->B and B->A, one of these needs to be the start point when evaluating the graph. But what does the input port of the start node get when it...

pgleeson

Should parameters listed in the Graph element be usable in (any) Nodes in the Graph? https://mdf.readthedocs.io/en/latest/api/Specification.html#graph It seems to make sense that they would, so you can set a value...

pgleeson

e.g. https://github.com/ModECI/MDF/actions/runs/8347579020/job/22847503522 See https://github.com/ts-graphviz/setup-graphviz/issues/578

pgleeson

1. The "Edit on GitHub" link is broken for all the content of ['modeci_mdf' API Reference Section](https://mdf.readthedocs.io/en/latest/api/_autosummary/modeci_mdf.html#) in the documentation. 2. Clicking on any of them leads to a page...

rimjhimittal

Create a version in MDF of PyTorch RNN tutorial model

2

https://pytorch.org/tutorials/intermediate/char_rnn_classification_tutorial.html Possible steps for @Ivy8127: - [ ] Create a standalone repo with a python script version of the model - [ ] Add tests/Github actions for training/using the model...

pgleeson

ACTR importer condition typo?

1

https://github.com/ModECI/MDF/blob/2e9cd9c41aed8486b93ba7c0ac06258a0bfb20a1/src/modeci_mdf/interfaces/actr/importer.py#L203-L215 Should https://github.com/ModECI/MDF/blob/2e9cd9c41aed8486b93ba7c0ac06258a0bfb20a1/src/modeci_mdf/interfaces/actr/importer.py#L213 be ```python Condition(type="EveryNCalls", dependencies=pm_node.id, n=1), ``` instead? There's an edge from pm_node (not dm_node) to pattern_node.

kmantel

Current development is limited to torch from torch.onnx.symbolic_helper import _set_opset_version E ImportError: cannot import name '_set_opset_version' from 'torch.onnx.symbolic_helper' (/opt/hostedtoolcache/Python/3.11.7/x64/lib/python3.11/site-packages/torch/onnx/symbolic_helper.py) /opt/hostedtoolcache/Python/3.11.7/x64/lib/python3.11/site-packages/modeci_mdf/interfaces/pytorch/importer.py:526: ImportError ```

pgleeson

Proof of concept for torch.fx to MDF #431 - Created **pytorch_fx_to_mdf()** which takes a pytorch model, argument as its input and converts to MDF model by node then edges then...

parikshit14

Keras to MDF

1

The current Keras to MDF conversion pipeline only works when the Keras model contains an Input Layer and/ Flatten Layers and / Dense Layers. It uses a function that checks...

Onoyiza

Example for testing with Keras->MDF conversion: 3D convolutional neural network

1

https://keras.io/examples/vision/3D_image_classification/#define-a-3d-convolutional-neural-network @Onoyiza This is the example we discussed yesterday. Will probably need some additional onnx operators used

pgleeson