Inon S.

Running in Dockers failed to open log

1

After following the Dockerized installation instructions, I tried navigating to the web-app using `Mozilla/5.0 (X11; Linux x86_64; rv:66.0) Gecko/20100101 Firefox/66.0` and got: ``` The stream or file "/var/www/html/storage/logs/laravel.log" could not...

Otherwise there is an error message: ``` configure: error: Please reinstall the libzip distribution ```

README.md: ND4J or Compute.scala?

1

The [README.md in branch 3.0.x](https://github.com/ThoughtWorksInc/DeepLearning.scala/blob/3.0.x/README.md#related-projects) mentions ND4J as a related project in that it "provides numerical computing used in DeepLearning.scala". This is currently true for DL4J, but it appears that...

When trying to compile, [line 29 of the CMake file](https://github.com/arrayfire/arrayfire-ml/blob/master/CMakeLists.txt#L29) was giving me trouble. Changing the included item from `ArrayFire::af` to `af` solved the issue. I'm using CMake 3.10.2 See...

## Proposal Summary Add a feature to communicate with the AWS Secrets Manager and unpack Secrets from the into the server configuration. ## Motivation ClearML Server supports static configuration of...

Fixed broken link to fastai Style Guide

1

/docs/dev/style.md instead of /docs/style.md

Extend experiment table metrics options to include "best" checkpoint

7

## Proposal Summary Extend [experiment table metrics checkboxes](https://clear.ml/docs/latest/docs/webapp/webapp_exp_table/#adding-metrics-and--or-hyperparameters) to include `best` checkpoint. ## Motivation Many Deep Learning training regularization strategies build on [early-stopping with patience using epoch checkpoints](https://www.tensorflow.org/guide/migrate/early_stopping#tensorflow_2_early_stopping_with_a_built-in_callback_and_modelfit). In such...

Neural network graph visualization

2

## Proposal Summary Integrate a visualization for neural network model graphs, as part of the model configuration screen. ## Motivation Currently, [model configuration is displayed as a JSON](https://clear.ml/docs/latest/docs/webapp/webapp_model_viewing/#model-configuration). A better...

Reports: Ablation Study table

4

## Motivation Many research projects include an [Ablation Study](https://en.wikipedia.org/wiki/Ablation_(artificial_intelligence)) to compare model performance in the presence/absence of a combination of Boolean attributes such as the presence of certain model architecture...

Auto-magical inference monitoring: predict() wrapper

1

## Proposal Summary Extend the same level of functionality to inference use cases as for training, by either extending `Task.init()` to hook onto `model.predict()` or offering a basic wrapper for...