dbus-java vs onnxruntime-extensions

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dbus-java		onnxruntime-extensions
	Project
1	Mentions	1
169	Stars	265
-	Growth	3.8%
8.8	Activity	9.0
about 1 month ago	Latest Commit	5 days ago
Java	Language	Python
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

dbus-java

Posts with mentions or reviews of dbus-java. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-29.

Best way to combine Python and Java?
10 projects | /r/java | 29 Oct 2022

Java: https://github.com/hypfvieh/dbus-java/

onnxruntime-extensions

Posts with mentions or reviews of onnxruntime-extensions. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-29.

Best way to combine Python and Java?
10 projects | /r/java | 29 Oct 2022

Image preprocessing I know less about, but tokenization is something I've dealt with a bunch. There are a few options, either push the tokenizer into the ONNX model and use MS's ONNX Runtime extensions (we've used this when working with sentencepiece tokenizers), port the tokenizer entirely to Java (we did this for BERT), or use a sentencepiece or HF tokenizers wrapper directly (e.g. Amazon's DJL did this - HF, sentencepiece).

What are some alternatives?

When comparing dbus-java and onnxruntime-extensions you can also consider the following projects:

jpy

Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java

jep - Embed Python in Java

deephaven-core - Deephaven Community Core

javacpp-embedded-python - With this library, you can embed Python to your Java or Scala project. The main purpose of this library is to use Python libraries from Java or Scala.

Deeplearning4j - Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

JPassport - JPassport