fusilli
A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered πΈ
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- python-publish.yml
- mnist1.csv
- mnist1_binary.csv
- mnist1_regression.csv
- mnist1_regression_test.csv
- mnist2.csv
- mnist2_binary.csv
- mnist2_regression.csv
- mnist2_regression_test.csv
- ActivationandSelfAttention.png
- ActivationFusion.png
- AttentionWeightedGNN.png
- Concat_tabular_data_diagram.png
- ConcatImageMapsTabularData.png
- ConcatImageMapsTabularMaps.png
- ConcatTabularData.png
- ConcatTabularFeatureMaps.png
- CrossmodalMultiheadAttention.png
- cui_diagram.jpeg
- DAETabImgMaps.png
- EdgeCorrGNN.png
- florencestheme.css
- fusilli_pipeline_diagram.png
- ImageChannelwiseMultiheadAttention.png
- ImageDecision.png
- ImageUnimodal.png
- ImgLatentDoubleLoss.png
- ImgLatentDoubleTrain.png
- MCVAE.png
- modify_thumbnail.png
- pink_pasta_logo.png
- pretrain_subspace_diagram.png
- simultaneous_train.png
- Tabular1Unimodal.png
- Tabular2Unimodal.png
- TabularChannelwiseAttention.png
- TabularCrossmodalAttention.png
- TabularDecision.png
- sphx_glr_plot_modify_layer_sizes_thumb.png
- index.rst
- plot_modify_layer_sizes.codeobj.json
- plot_modify_layer_sizes.ipynb
- plot_modify_layer_sizes.py
- plot_modify_layer_sizes.py.md5
- plot_modify_layer_sizes.rst
- plot_modify_layer_sizes.zip
- sg_execution_times.rst
- sphx_glr_plot_model_comparison_loop_kfold_thumb.png
- sphx_glr_plot_two_models_traintest_thumb.png
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- sphx_glr_plot_model_comparison_loop_kfold_013.png
- sphx_glr_plot_two_models_traintest_001.png
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- index.rst
- plot_model_comparison_loop_kfold.codeobj.json
- plot_model_comparison_loop_kfold.ipynb
- plot_model_comparison_loop_kfold.py
- plot_model_comparison_loop_kfold.py.md5
- plot_model_comparison_loop_kfold.rst
- plot_model_comparison_loop_kfold.zip
- plot_two_models_traintest.codeobj.json
- plot_two_models_traintest.ipynb
- plot_two_models_traintest.py
- plot_two_models_traintest.py.md5
- plot_two_models_traintest.rst
- plot_two_models_traintest.zip
- sg_execution_times.rst
- sphx_glr_plot_one_model_binary_kfold_thumb.png
- sphx_glr_plot_one_model_regression_traintest_thumb.png
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- sphx_glr_plot_one_model_binary_kfold_001.png
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- sphx_glr_plot_one_model_regression_traintest_001.png
- sphx_glr_plot_one_model_regression_traintest_002.png
- sphx_glr_plot_using_external_data_001.png
- sphx_glr_plot_using_external_data_002.png
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- index.rst
- plot_one_model_binary_kfold.codeobj.json
- plot_one_model_binary_kfold.ipynb
- plot_one_model_binary_kfold.py
- plot_one_model_binary_kfold.py.md5
- plot_one_model_binary_kfold.rst
- plot_one_model_binary_kfold.zip
- plot_one_model_regression_traintest.codeobj.json
- plot_one_model_regression_traintest.ipynb
- plot_one_model_regression_traintest.py
- plot_one_model_regression_traintest.py.md5
- plot_one_model_regression_traintest.rst
- plot_one_model_regression_traintest.zip
- plot_using_external_data.codeobj.json
- plot_using_external_data.ipynb
- plot_using_external_data.py
- plot_using_external_data.py.md5
- plot_using_external_data.rst
- plot_using_external_data.zip
- sg_execution_times.rst
- auto_examples_jupyter.zip
- auto_examples_python.zip
- index.rst
- sg_execution_times.rst
- sphx_glr_A_template_other_fusion_thumb.png
- sphx_glr_plot_template_subspace_fusion_thumb.png
- sphx_glr_template_graph_fusion_thumb.png
- A_template_other_fusion.codeobj.json
- A_template_other_fusion.ipynb
- A_template_other_fusion.py
- A_template_other_fusion.rst
- A_template_other_fusion.zip
- contributing_examples_jupyter.zip
- contributing_examples_python.zip
- index.rst
- plot_template_subspace_fusion.codeobj.json
- plot_template_subspace_fusion.ipynb
- plot_template_subspace_fusion.py
- plot_template_subspace_fusion.py.md5
- plot_template_subspace_fusion.rst
- plot_template_subspace_fusion.zip
- sg_execution_times.rst
- template_graph_fusion.codeobj.json
- template_graph_fusion.ipynb
- template_graph_fusion.py
- template_graph_fusion.rst
- template_graph_fusion.zip
- AttentionWeightedGNN.png
- ConcatTabularFeatureMaps.png
- AttentionWeightedGNN.png
- ConcatTabularFeatureMaps.png
- DAETabImgMaps.png
- metrics.csv
- metrics.csv
- plot_modify_layer_sizes.py
- README.rst
- metrics.csv
- metrics.csv
- metrics.csv
- metrics.csv
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- metrics.csv
- metrics.csv
- metrics.csv
- metrics.csv
- metrics.csv
- metrics.csv
- plot_model_comparison_loop_kfold.py
- plot_two_models_traintest.py
- README.rst
- metrics.csv
- hparams.yaml
- metrics.csv
- hparams.yaml
- metrics.csv
- hparams.yaml
- metrics.csv
- hparams.yaml
- metrics.csv
- metrics.csv
- metrics.csv
- metrics.csv
- hparams.yaml
- metrics.csv
- hparams.yaml
- metrics.csv
- plot_one_model_binary_kfold.py
- plot_one_model_regression_traintest.py
- plot_using_external_data.py
- README.rst
- __init__.py
- README.rst
- A_template_other_fusion.py
- plot_template_subspace_fusion.py
- README.rst
- template_graph_fusion.py
- paper.bib
- paper.md
- __init__.py
- choosing_model.rst
- conf.py
- customising_training.rst
- data_loading.rst
- developers_guide.rst
- experiment_setup.rst
- fusion_model_explanations.rst
- glossary.rst
- index.rst
- installation.rst
- introduction.rst
- logging_with_wandb.rst
- make.bat
- Makefile
- modifying_models.rst
- quick_start.rst
- sg_execution_times.rst
- __init__.py
- activation.py
- attention_and_activation.py
- attention_weighted_GNN.py
- channelwise_att.py
- concat_data.py
- concat_feature_maps.py
- crossmodal_att.py
- decision.py
- edge_corr_gnn.py
- mcvae_model.py
- __init__.py
- channelwise_att.py
- concat_img_latent_tab_doubleloss.py
- concat_img_latent_tab_doubletrain.py
- concat_img_maps_tabular_data.py
- concat_img_maps_tabular_maps.py
- crossmodal_att.py
- decision.py
- denoise_tab_img_maps.py
- __init__.py
- image.py
- tabular1.py
- tabular2.py
- tabular3.py
- __init__.py
- base_model.py
- __init__.py
- check_model_validity.py
- csv_loss_plotter.py
- mcvae
- metrics_utils.py
- model_chooser.py
- model_modifier.py
- training_utils.py
- __init__.py
- data.py
- eval.py
- train.py
- __init__.py
- test_CustomDataset.py
- test_downsample_img_batch.py
- test_get_data_module.py
- test_KFoldDataModule.py
- test_KFoldGraphDataModule.py
- test_LoadDatasets.py
- test_TrainTestDataModule.py
- test_TrainTestGraphDataModule.py
- __init__.py
- test_ModelComparison.py
- test_ParentPlotter.py
- __init__.py
- test_BaseModel.py
- test_ParentFusionModel.py
- test_subspace_and_graph_methods.py
- test_tabularfusion.py
- test_tabularimagefusion.py
- test_unimodal.py
- __init__.py
- test_attention_modifications.py
- test_check_model_validity.py
- test_general_modify_model_architecture.py
- test_graph_modifications.py
- test_operation_modifications.py
- test_subspace_modifications.py
- test_tensor_modifications.py
- test_unimodal_modifications.py
- __init__.py
- test_3tabular_modalities.py
- test_kfold.py
- test_modify_and_new_data.py
- test_traintest.py
- __init__.py
- test_logging.py
- test_mcvae_early_stopping.py
- test_metrics.py
- test_model_chooser.py
- test_training_utils.py
- __init__.py
- .gitignore
- .gitmodules
- .readthedocs.yaml
- CHANGELOG.md
- LICENSE
- pyproject.toml
- README.md
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