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A modern development environment for deep learning

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It would be nice to visualize the model weights and gradients in TrainKeras as this can be useful in detecting things like vanishing/exploding gradients.

enhancement
interactive editor

It would be great to be able to load additional interactive explorers/editors in an existing interactive editing session. This would make it possible to create simple, composable interactive editors/explorers and...

We have discussed an API to promote scripting with DeepForge. This issue is meant to track design discussion, etc, around this API. So far, I have been thinking using gRPC...

enhancement
discussion

Especially given the upcoming interactive editor for training neural networks (#1816), it is likely that users will want to train long running jobs that they can later monitor and check...

enhancement
interactive editor

It looks like Tapis could be another useful integration: https://tapis-project.org/

enhancement
storage
compute

Deployment updates currently take a bit of time as tensorflow is installed using conda. It would be better to build a custom, docker image based on the pulled image and...

public-deployment

It would be useful to have an interactive editor which explicitly allows the user to define an operation using interactive compute. This would probably be a good way to create...

interactive editor

Add support for `setBase` in the TwoPhaseCore

enhancement

There are really two issues here. One is that the following error occurs when using GME storage: ![DeepinScreenshot_select-area_20200818085310](https://user-images.githubusercontent.com/4982789/90521527-40333900-e130-11ea-87f5-93218c89a126.png) The second issue is that this error isn't handled well when running...

bug

When resizing the interactive editors, they can end up being quite small and should resize appropriately

enhancement
ui/ux