Deephy

<!--- https://github.com/mgroth0/deephy/releases -->

[//]: (VERSION:1.11.1)


Compatible pip package version: [0.4.0](https://pypi.org/project/deephy/0.4.0/) ([instructions](https://colab.research.google.com/drive/1PNiGD26uBsktq64fqPg76yoN-ruixavj))


[//]: ( New Features)


[//]: ( Cosmetic Changes)


Bug Fixes
- Fix softmax for prediction values

[//]: ( Notes)
[//]: ( Todo)

<!--- https://github.com/mgroth0/deephy/releases -->

[//]: (VERSION:1.11.0)


Compatible pip package version: [0.4.0](https://pypi.org/project/deephy/0.4.0/) ([instructions](https://colab.research.google.com/drive/1PNiGD26uBsktq64fqPg76yoN-ruixavj))


New Features
- Ground truth labels in the ByImage view
- Allow selecting layer in ByImage view
- Top Neurons now are calculated for a specific layer
- Option to normalize activations in ByImage view
- Prediction info in ByImage view

Cosmetic Changes
- New font in certain places to allow for bold text

Bug Fixes
- Changing a test file will appropriately bind it on load
- Fixed an error that was raised when any activation was negative. Now negatives are allowed.

[//]: ( Notes)
[//]: ( Todo)

<!--- https://github.com/mgroth0/deephy/releases -->

Compatible pip package version: [0.4.0](https://pypi.org/project/deephy/0.4.0/) ([instructions](https://colab.research.google.com/drive/1PNiGD26uBsktq64fqPg76yoN-ruixavj))


[//]: ( New Features)

Cosmetic Changes
- Added label at top with model name

Bug Fixes
- User will no longer run into bugs related to files not being found

[//]: ( Notes)
[//]: ( Todo)

<!--- https://github.com/mgroth0/deephy/releases -->

Compatible pip package version: [0.4.0](https://pypi.org/project/deephy/0.4.0/) ([instructions](https://colab.research.google.com/drive/1PNiGD26uBsktq64fqPg76yoN-ruixavj))

[//]: ( New Features)

Bug Fixes
- Added label to option in option window

[//]: ( Notes)
[//]: ( Todo)

<!--- https://github.com/mgroth0/deephy/releases -->

Compatible pip package version: [0.4.0](https://pypi.org/project/deephy/0.4.0/) ([instructions](https://colab.research.google.com/drive/1PNiGD26uBsktq64fqPg76yoN-ruixavj))

New Features

- mirror ByImage view on top and bottom if "bind" is enabled
- show neuron activation in ByImage view
- allow user to select random image if they get stuck
- sync scrolling on bound and mirrored ByImage views
- Updated to new data model that separates data into two types:
- models (`.model` files)
- tests (`.test` files)
- Added settings button
- Added one setting to change number of images shown for each neuron in ByImage view
- Minor cosmetic improvement

[//]: ( Bug Fixes)
[//]: ( Notes)
[//]: ( Todo)

Compatible pip package version: [0.2.8](https://pypi.org/project/deephy/0.2.8/) ([instructions](https://colab.research.google.com/drive/1v67zbJHV37eLPtiDRFFNvImLznryrzUu))

New Features

none
Bug Fixes

1. Fix OutOfMemoryError by increasing max RAM through jvm arg (jvm args were not being properly progpogated to the `.app` during build)

Notes

none

Todo

none