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Justus Schock justusschock

PhD Student in Deep Learning for Medical Image Analysis

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@rwth-lfb , @PyTorchLightning & University Hospital Düsseldorf
Aachen
@justusschock

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PyTorchLightning/pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

Python 8.4k 969
PhoenixDL/rising

Provides everything needed for high performance data loading and augmentation in pytorch.

Python 179 13
pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

C++ 41.9k 11k
delira-dev/delira

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

Python 218 24
shapenet

PyTorch implementation of "Super-Realtime Facial Landmark Detection and Shape Fitting by Deep Regression of Shape Model Parameters" predicting facial landmarks with up to 400 FPS

Python 286 58
shapedata

library to modify images and the corresponding landmarks

Python 5 2

2,102 contributions in the last year

@PyTorchLightning

Activity overview

Contributed to PhoenixDL/rising, PyTorchLightning/pytorch-lightning, justusschock/dl-utils and 5 other repositories

Contribution activity

September 2020

PyTorchLightning/pytorch-lightning 4 commits

justusschock/pytorch-lightning Python Sep 2

Created a pull request in PyTorchLightning/pytorch-lightning that received 9 comments

Metric aggregation

Allows aggregation on the same device as well as across multiple devices in DDP Fixes #3245 Before submitting Was this discussed/approved via a G…

+735 −827 • 9 comments

Fix IoU score for classes not present in target or pred Sep 17
[Metrics] class based embedding similarity + tests Sep 7
Fix yaml deprecation Sep 7
Fix sample code of LightningModule DataLoaders Sep 7
docs: configure_sync_batchnorm, amp, readme python/conda badge Sep 7
Early stopping doc Sep 7
[Metrics] Class reduction similar to sklearn Sep 4
Fix non autoplaying videos in Doc on Safari iOS Sep 4
update batch size in LightningModule.datamodule when auto scaling batch size Sep 3
use fsspec instead of gfile for all IO Sep 3
Docs/improved multigpu doc clarity Sep 2
Fix (weights only) checkpoints loading without pl Sep 2
Fix: gather_all_tensors cross GPUs in DDP Sep 2
Fix typo in results.rst Sep 1
Added missing term 'Data' in 'LigthningModuleAPI' Sep 1
to_torchscript method for LightningModule Sep 1
distinguished between overfit_batches examples Sep 1
bugfix/3185 transpose Sep 1
Add torch jit ignore decorator to Lightning properties Sep 1

21 contributions in private repositories Sep 1 – Sep 15

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