Zach Kimberg

Creates a SystemNDManager interface

2

fixes #1886 This creates an interface for SystemNDManagers. That way, the behavior of skipping over various functions can be moved to the BaseNDManager instead of each individual SystemManager

Split EasyTrain to add EasyTrainer

1

This creates a more extensible and non-final class EasyTrainer to contain training functionality formerly in EasyTrain. There have been a few requests to be able to modify EasyTrain and this...

Implement TabNet

2

## Description This issue is to create the TabNet model and add it to the basic model zoo. TabNet is a good example of a deep learning model that will...

Part of Speech Tagging Dataset

8

## Description This is a task to add at least one part of speech tagging dataset. These datasets help provide an example of an NLP token classification task, as well...

Yolo Model

2

## Description Implement a YOLO model and add it to the DJL model zoo ## References - https://arxiv.org/abs/1506.02640

Improve Documentation

2

The documentation in DJL was originally written with the expectation that users are reasonably familiar with deep learning. So, it does not go out of the way to define and...

Training Visualization

1

## Description DJL should include a NN web or GUI visualization tool like [DL4J](https://deeplearning4j.org/docs/latest/deeplearning4j-nn-visualization) to help optimize NN parameters and NN layers. ### Will this change the current api? How?...

Creates Patch

1

This creates the Patch concept along with some start of usages. There is a more specialized ParamPatch for the standard parameter additive patches and a Scaled, Basic, and LoRA implementation....

Error on training with multiple GPUs

3

## Copying an issue from [a Slack thread](https://deepjavalibrary.slack.com/archives/CPXNLGGTS/p1675956480760269): oleogin [1 month ago](https://deepjavalibrary.slack.com/archives/CPXNLGGTS/p1675956480760269) Hi I'm encountering an issue when trying to run training on multiple GPUs using DJL. I'm using the...

This PR contains a renovated Actions setup for DJL Serving as promised in https://github.com/deepjavalibrary/djl-serving/pull/1264. The major change is to create a new nightly orchestration action that will call the build,...