├── .gitignore ├── LICENSE ├── README.md ├── audio ├── down.wav ├── go.wav ├── left.wav ├── no.wav ├── off.wav ├── on.wav ├── right.wav ├── stop.wav ├── up.wav └── yes.wav ├── experiments ├── common.py ├── parse_results.py ├── speech_commands.py └── uea.py ├── get_data ├── speech_commands.py ├── uea.csv └── uea.py ├── notebooks ├── pendigits_interpretability.ipynb └── speech_interpretability.ipynb ├── paper ├── images │ ├── new_pendigits.png │ ├── new_speech_commands_axisplots.png │ ├── new_speech_commands_heatmap.png │ ├── old_pendigits.png │ ├── results_table_full.png │ └── spectral.png ├── neurips_2020.sty ├── references.bib ├── results │ ├── uea_comparison.tex │ ├── uea_comparison_with_speech_commands.tex │ ├── uea_hyperparameter_l2.tex │ ├── uea_hyperparameter_old.tex │ └── uea_missing_and_length.tex ├── shapelets.pdf └── shapelets.tex ├── requirements.txt └── torchshapelets ├── LIMITATIONS.md ├── README.md ├── metadata.py ├── setup.py └── src ├── discrepancies.cpp ├── discrepancies.hpp ├── pytorchbind.cpp ├── shapelet_transform.cpp ├── shapelet_transform.hpp └── torchshapelets ├── __init__.py ├── discrepancies.py ├── regularisation.py └── shapelet_transform.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/README.md -------------------------------------------------------------------------------- /audio/down.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/down.wav -------------------------------------------------------------------------------- /audio/go.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/go.wav -------------------------------------------------------------------------------- /audio/left.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/left.wav -------------------------------------------------------------------------------- /audio/no.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/no.wav -------------------------------------------------------------------------------- /audio/off.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/off.wav -------------------------------------------------------------------------------- /audio/on.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/on.wav -------------------------------------------------------------------------------- /audio/right.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/right.wav -------------------------------------------------------------------------------- /audio/stop.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/stop.wav -------------------------------------------------------------------------------- /audio/up.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/up.wav -------------------------------------------------------------------------------- /audio/yes.wav: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/audio/yes.wav -------------------------------------------------------------------------------- /experiments/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/experiments/common.py -------------------------------------------------------------------------------- /experiments/parse_results.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/experiments/parse_results.py -------------------------------------------------------------------------------- /experiments/speech_commands.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/experiments/speech_commands.py -------------------------------------------------------------------------------- /experiments/uea.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/experiments/uea.py -------------------------------------------------------------------------------- /get_data/speech_commands.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/get_data/speech_commands.py -------------------------------------------------------------------------------- /get_data/uea.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/get_data/uea.csv -------------------------------------------------------------------------------- /get_data/uea.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/get_data/uea.py -------------------------------------------------------------------------------- /notebooks/pendigits_interpretability.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/notebooks/pendigits_interpretability.ipynb -------------------------------------------------------------------------------- /notebooks/speech_interpretability.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/notebooks/speech_interpretability.ipynb -------------------------------------------------------------------------------- /paper/images/new_pendigits.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/images/new_pendigits.png -------------------------------------------------------------------------------- /paper/images/new_speech_commands_axisplots.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/images/new_speech_commands_axisplots.png -------------------------------------------------------------------------------- /paper/images/new_speech_commands_heatmap.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/images/new_speech_commands_heatmap.png -------------------------------------------------------------------------------- /paper/images/old_pendigits.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/images/old_pendigits.png -------------------------------------------------------------------------------- /paper/images/results_table_full.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/images/results_table_full.png -------------------------------------------------------------------------------- /paper/images/spectral.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/images/spectral.png -------------------------------------------------------------------------------- /paper/neurips_2020.sty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/neurips_2020.sty -------------------------------------------------------------------------------- /paper/references.bib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/references.bib -------------------------------------------------------------------------------- /paper/results/uea_comparison.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/results/uea_comparison.tex -------------------------------------------------------------------------------- /paper/results/uea_comparison_with_speech_commands.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/results/uea_comparison_with_speech_commands.tex -------------------------------------------------------------------------------- /paper/results/uea_hyperparameter_l2.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/results/uea_hyperparameter_l2.tex -------------------------------------------------------------------------------- /paper/results/uea_hyperparameter_old.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/results/uea_hyperparameter_old.tex -------------------------------------------------------------------------------- /paper/results/uea_missing_and_length.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/results/uea_missing_and_length.tex -------------------------------------------------------------------------------- /paper/shapelets.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/shapelets.pdf -------------------------------------------------------------------------------- /paper/shapelets.tex: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/paper/shapelets.tex -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/requirements.txt -------------------------------------------------------------------------------- /torchshapelets/LIMITATIONS.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/LIMITATIONS.md -------------------------------------------------------------------------------- /torchshapelets/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/README.md -------------------------------------------------------------------------------- /torchshapelets/metadata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/metadata.py -------------------------------------------------------------------------------- /torchshapelets/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/setup.py -------------------------------------------------------------------------------- /torchshapelets/src/discrepancies.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/discrepancies.cpp -------------------------------------------------------------------------------- /torchshapelets/src/discrepancies.hpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/discrepancies.hpp -------------------------------------------------------------------------------- /torchshapelets/src/pytorchbind.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/pytorchbind.cpp -------------------------------------------------------------------------------- /torchshapelets/src/shapelet_transform.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/shapelet_transform.cpp -------------------------------------------------------------------------------- /torchshapelets/src/shapelet_transform.hpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/shapelet_transform.hpp -------------------------------------------------------------------------------- /torchshapelets/src/torchshapelets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/torchshapelets/__init__.py -------------------------------------------------------------------------------- /torchshapelets/src/torchshapelets/discrepancies.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/torchshapelets/discrepancies.py -------------------------------------------------------------------------------- /torchshapelets/src/torchshapelets/regularisation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/torchshapelets/regularisation.py -------------------------------------------------------------------------------- /torchshapelets/src/torchshapelets/shapelet_transform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/patrick-kidger/generalised_shapelets/HEAD/torchshapelets/src/torchshapelets/shapelet_transform.py --------------------------------------------------------------------------------