clj-djl
clojure wrap for deep java library(DJL.ai) (by scicloj)
Deep Java Library (DJL)
An Engine-Agnostic Deep Learning Framework in Java (by awslabs)
Our great sponsors
| clj-djl | Deep Java Library (DJL) | |
|---|---|---|
| 4 | 13 | |
| 31 | 3,841 | |
| - | 1.9% | |
| 0.0 | 9.5 | |
| almost 2 years ago | about 9 hours ago | |
| Clojure | Java | |
| Apache License 2.0 | 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.
clj-djl
Posts with mentions or reviews of clj-djl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-15.
- Transformers Network in Clojure without libpython/libjulia?
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November 2021 workshops -- please comment about your preferences
You may wish to add clj-djl to your list.
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2021-09 - Plans & Hopes for Clojure Data Science
Regarding Tensorflow: As far as I understand, it is accessible through DJL, which has a Clojure wrapper (work in progress): clj-djl. (But I haven't tried it.)
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Announcement of first beta version of new Clojure machine learning library, scicloj.ml
We have currently three 4 plugins into existing ml libraries: https://github.com/scicloj/scicloj.ml.smile https://github.com/scicloj/scicloj.ml.xgboost https://github.com/scicloj/sklearn-clj https://github.com/scicloj/clj-djl
Deep Java Library (DJL)
Posts with mentions or reviews of Deep Java Library (DJL).
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-11.
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Is deeplearning4j a good choice?
It seems to have been picked up by Eclipse and there is also Oracle Labs' Tribuo and Deep Java Library. All seem active, but I don't know much about any of them. I agree it's probably best to follow the community and use a more popular tool like PyTorch.
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Just want to vent a bit
Although it may be a bit more work, you can do both machine learning and AI in Java. If you are doing deep learning, you can use DeepJavaLibrary (I do work on this one at Amazon). If you are looking for other ML algorithms, I have seen Smile, Tribuo, or some around Spark.
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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).
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Anybody here using Java for machine learning?
https://djl.ai/ seems very promising. I've played around with it quite a bit, not in real production though. It's a very well documented (https://d2l.djl.ai/) and active project, with Amazon working on it.
- Good document classification library in Java
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2021-09 - Plans & Hopes for Clojure Data Science
Here is link number 1 - Previous text "DJL"
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[D] Java vs Python for Machine learning
To give a contrasting perspective, I think the Java ecosystem is much better suited for many data science tasks, and has a growing and well-maintained set of libraries for general purpose machine learning. I won't list them all, but TF-Java, DJL et al. have implementations of many modern architectures and there are a number of excellent libraries (CoreNLP, Lucene et al.) for working with text.
- Does Java has similar project like this one in C#? (ml, data)
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If it gets better w age, will java become compatible for machine learning and data science?
I think DJL also use use it for their tutorials - https://docs.djl.ai/jupyter/tutorial/01_create_your_first_network.html.
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Machine learning on JVM
AWS Deep Learning more deep learning.
What are some alternatives?
When comparing clj-djl and Deep Java Library (DJL) you can also consider the following projects:
spark-nlp - State of the Art Natural Language Processing
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.
scicloj.ml.smile - A Smile plugin for scicloj.ml
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
sklearn-clj - Plugin to use sklearn models in metamorph.ml
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
tech.ml.dataset - A Clojure high performance data processing system
Tribuo - Tribuo - A Java machine learning library
deep-diamond - A fast Clojure Tensor & Deep Learning library
CoreNLP - CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
scicloj.ml.xgboost - A xgboost plugin for scicloj.ml
Apache Flink - Apache Flink
clj-djl vs spark-nlp
Deep Java Library (DJL) vs Deeplearning4j
clj-djl vs scicloj.ml.smile
Deep Java Library (DJL) vs Pytorch
clj-djl vs sklearn-clj
Deep Java Library (DJL) vs mediapipe
clj-djl vs tech.ml.dataset
Deep Java Library (DJL) vs Tribuo
clj-djl vs deep-diamond
Deep Java Library (DJL) vs CoreNLP
clj-djl vs scicloj.ml.xgboost
Deep Java Library (DJL) vs Apache Flink