onnxruntime-extensions
onnxruntime-extensions: A specialized pre- and post- processing library for ONNX Runtime (by microsoft)
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. (by bytedeco)
onnxruntime-extensions | javacpp-embedded-python | |
---|---|---|
1 | 1 | |
265 | 8 | |
3.8% | - | |
9.0 | 10.0 | |
6 days ago | almost 2 years ago | |
Python | Java | |
MIT License | Apache License 2.0 |
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.
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.
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.
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Best way to combine Python and Java?
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).
javacpp-embedded-python
Posts with mentions or reviews of javacpp-embedded-python.
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?
This should allow you to call python from Java: https://github.com/bytedeco/javacpp-embedded-python
What are some alternatives?
When comparing onnxruntime-extensions and javacpp-embedded-python you can also consider the following projects:
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java
jep - Embed Python in Java
deephaven-core - Deephaven Community Core
jpy
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.
dbus-java - Improved version of java DBus library provided by freedesktop.org (https://dbus.freedesktop.org/doc/dbus-java/)
JPassport - JPassport
onnxruntime-extensions vs Deep Java Library (DJL)
javacpp-embedded-python vs jep
onnxruntime-extensions vs jep
javacpp-embedded-python vs deephaven-core
onnxruntime-extensions vs deephaven-core
javacpp-embedded-python vs jpy
onnxruntime-extensions vs Deeplearning4j
javacpp-embedded-python vs dbus-java
onnxruntime-extensions vs JPassport
javacpp-embedded-python vs Deeplearning4j
onnxruntime-extensions vs jpy
onnxruntime-extensions vs dbus-java