├── LICENSE ├── README.md ├── architecture.graphml ├── architecture.svg └── torchstudio ├── __init__.py ├── analyzers ├── __init__.py ├── multiclass.py ├── multilabel.py └── valuesdistribution.py ├── datasetanalyze.py ├── datasetload.py ├── datasets ├── __init__.py ├── genericloader.py └── randomgenerator.py ├── graphdraw.py ├── loss ├── __init__.py ├── binarycrossentropy.py ├── crossentropy.py ├── mae.py ├── mse.py └── smoothmae.py ├── metrics ├── __init__.py ├── accuracy.py ├── fscore.py ├── precision.py └── recall.py ├── metricsplot.py ├── modelbuild.py ├── models ├── __init__.py ├── mnist.py ├── unet1d.py └── unet2d.py ├── modeltrain.py ├── modules.py ├── optim ├── __init__.py ├── adam.py ├── adamw_schedulefree.py └── sgd.py ├── parametersplot.py ├── pythoncheck.py ├── pythoninstall.cmd ├── pythoninstall.py ├── pythonparse.py ├── renderers ├── __init__.py ├── bitmap.py ├── boundingbox.py ├── labels.py ├── signal.py ├── spectrogram.py └── volume.py ├── schedulers ├── __init__.py ├── multistep.py ├── noschedule.py ├── onecycle.py └── step.py ├── sshtunnel.py ├── tcpcodec.py └── tensorrender.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/README.md -------------------------------------------------------------------------------- /architecture.graphml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/architecture.graphml -------------------------------------------------------------------------------- /architecture.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/architecture.svg -------------------------------------------------------------------------------- /torchstudio/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/analyzers/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/analyzers/multiclass.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/analyzers/multiclass.py -------------------------------------------------------------------------------- /torchstudio/analyzers/multilabel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/analyzers/multilabel.py -------------------------------------------------------------------------------- /torchstudio/analyzers/valuesdistribution.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/analyzers/valuesdistribution.py -------------------------------------------------------------------------------- /torchstudio/datasetanalyze.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/datasetanalyze.py -------------------------------------------------------------------------------- /torchstudio/datasetload.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/datasetload.py -------------------------------------------------------------------------------- /torchstudio/datasets/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/datasets/genericloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/datasets/genericloader.py -------------------------------------------------------------------------------- /torchstudio/datasets/randomgenerator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/datasets/randomgenerator.py -------------------------------------------------------------------------------- /torchstudio/graphdraw.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/graphdraw.py -------------------------------------------------------------------------------- /torchstudio/loss/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/loss/binarycrossentropy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/loss/binarycrossentropy.py -------------------------------------------------------------------------------- /torchstudio/loss/crossentropy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/loss/crossentropy.py -------------------------------------------------------------------------------- /torchstudio/loss/mae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/loss/mae.py -------------------------------------------------------------------------------- /torchstudio/loss/mse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/loss/mse.py -------------------------------------------------------------------------------- /torchstudio/loss/smoothmae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/loss/smoothmae.py -------------------------------------------------------------------------------- /torchstudio/metrics/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/metrics/accuracy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/metrics/accuracy.py -------------------------------------------------------------------------------- /torchstudio/metrics/fscore.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/metrics/fscore.py -------------------------------------------------------------------------------- /torchstudio/metrics/precision.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/metrics/precision.py -------------------------------------------------------------------------------- /torchstudio/metrics/recall.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/metrics/recall.py -------------------------------------------------------------------------------- /torchstudio/metricsplot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/metricsplot.py -------------------------------------------------------------------------------- /torchstudio/modelbuild.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/modelbuild.py -------------------------------------------------------------------------------- /torchstudio/models/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/models/mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/models/mnist.py -------------------------------------------------------------------------------- /torchstudio/models/unet1d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/models/unet1d.py -------------------------------------------------------------------------------- /torchstudio/models/unet2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/models/unet2d.py -------------------------------------------------------------------------------- /torchstudio/modeltrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/modeltrain.py -------------------------------------------------------------------------------- /torchstudio/modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/modules.py -------------------------------------------------------------------------------- /torchstudio/optim/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/optim/adam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/optim/adam.py -------------------------------------------------------------------------------- /torchstudio/optim/adamw_schedulefree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/optim/adamw_schedulefree.py -------------------------------------------------------------------------------- /torchstudio/optim/sgd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/optim/sgd.py -------------------------------------------------------------------------------- /torchstudio/parametersplot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/parametersplot.py -------------------------------------------------------------------------------- /torchstudio/pythoncheck.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/pythoncheck.py -------------------------------------------------------------------------------- /torchstudio/pythoninstall.cmd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/pythoninstall.cmd -------------------------------------------------------------------------------- /torchstudio/pythoninstall.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/pythoninstall.py -------------------------------------------------------------------------------- /torchstudio/pythonparse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/pythonparse.py -------------------------------------------------------------------------------- /torchstudio/renderers/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/renderers/bitmap.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/renderers/bitmap.py -------------------------------------------------------------------------------- /torchstudio/renderers/boundingbox.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/renderers/boundingbox.py -------------------------------------------------------------------------------- /torchstudio/renderers/labels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/renderers/labels.py -------------------------------------------------------------------------------- /torchstudio/renderers/signal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/renderers/signal.py -------------------------------------------------------------------------------- /torchstudio/renderers/spectrogram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/renderers/spectrogram.py -------------------------------------------------------------------------------- /torchstudio/renderers/volume.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/renderers/volume.py -------------------------------------------------------------------------------- /torchstudio/schedulers/__init__.py: -------------------------------------------------------------------------------- 1 | # 2 | -------------------------------------------------------------------------------- /torchstudio/schedulers/multistep.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/schedulers/multistep.py -------------------------------------------------------------------------------- /torchstudio/schedulers/noschedule.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/schedulers/noschedule.py -------------------------------------------------------------------------------- /torchstudio/schedulers/onecycle.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/schedulers/onecycle.py -------------------------------------------------------------------------------- /torchstudio/schedulers/step.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/schedulers/step.py -------------------------------------------------------------------------------- /torchstudio/sshtunnel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/sshtunnel.py -------------------------------------------------------------------------------- /torchstudio/tcpcodec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/tcpcodec.py -------------------------------------------------------------------------------- /torchstudio/tensorrender.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TorchStudio/torchstudio/HEAD/torchstudio/tensorrender.py --------------------------------------------------------------------------------