Jirka Borovec

Saving only the best models

1

Hi, just curious how it is interconnected with PL internal checkpointing callback, and saving only the best models according to some given monitoring criteria like max validation accuracy etc.? ```py...

experiments w. SoA registration methods

4

Implement general experiment and inherit from this class all other experimented regist. methods.

In case we have registration method that does not provide transformed landmarks we want to detect then by our-self. We take the list of landmarks in the moving image and...

add norm image/volume

1

# Before submitting - [x] Was this discussed/approved via a Github issue? (no need for typos and docs improvements) - [x] Did you make sure to update the docs? -...

idea: background removal

1

## 🚀 Feature implement in the preprocessing phase remove background and keep only most likely leaf ### Motivation suppress a bad effect of background objects, probably would be also useful...

multi-GPU training fails

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crashes with a similar error even on training head... ``` INFO:root:Train on 14626 samples, val on 1625 samples, with batch size 16. Epoch 1/150 2019-10-11 23:42:30.041545: I tensorflow/stream_executor/dso_loader.cc:152] successfully opened...

Support tabbed indentation

2

Hi, thx for this nice package :rabbit: recently we crossed difficulty, hard to decode where the code issue is (I think that we have some problem in our code sample...

formatting multi-line text

2

I am wondering about formating multi-line text to be converted to homogenous text. I have a sample text from a [readme](https://github.com/Borda/py_sample-project/blob/master/README.md) which is broken down due to maximal line length...

Using TochMetrics for code simplification

6

# :hammer_and_wrench: Proposed Refactor We have been developing [TorchMetrics](https://github.com/PyTorchLightning/metrics) to be a general-purpose metric and some domain-specific use-cases. In many cases, we have an exact mapping to scikit-learn with verification/testing...

integrate with Lightning ecosystem CI

7

Hello and so happy to see you use Pytorch-Lightning! :tada: Just wondering if you already heard about quite the new **Pytorch Lightning (PL) ecosystem CI** where we would like to...