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Deep Java Library (DJL) Alternatives
Similar projects and alternatives to Deep Java Library (DJL)
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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.
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Pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
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CoreNLP
CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
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Apache Spark
Apache Spark - A unified analytics engine for large-scale data processing
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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H2O
Sparkling Water provides H2O functionality inside Spark cluster
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developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
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Google Test
GoogleTest - Google Testing and Mocking Framework
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quine-relay
An uroboros program with 100+ programming languages
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WLED
Control WS2812B and many more types of digital RGB LEDs with an ESP8266 or ESP32 over WiFi!
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youtube-dl-gui
A cross platform front-end GUI of the popular youtube-dl written in wxPython.
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winapps
Run Windows apps such as Microsoft Office/Adobe in Linux (Ubuntu/Fedora) and GNOME/KDE as if they were a part of the native OS, including Nautilus integration.
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BigDL
Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better Deep Java Library (DJL) alternative or higher similarity.
Deep Java Library (DJL) reviews and mentions
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.
Well, we've been using Tribuo in production for many years now. The ONNX Runtime Java API that I maintain in MS's ONNX Runtime project has also seen a bunch of uptake in companies, and Amazon have been building DJL for several years too.
- 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"
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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[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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getonboard.dev | 3 Dec 2023
Stats
Basic Deep Java Library (DJL) repo stats
13
3,599
9.3
4 days ago
awslabs/djl is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of Deep Java Library (DJL) is Java.
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SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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