v8-perf
⏱️ Notes and resources related to v8 and thus Node.js performance (by thlorenz)
Deep Java Library (DJL)
An Engine-Agnostic Deep Learning Framework in Java (by awslabs)
SurveyJS - Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App
With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
surveyjs.io
featured
v8-perf | Deep Java Library (DJL) | |
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4 | 13 | |
2,193 | 3,853 | |
- | 1.6% | |
0.0 | 9.5 | |
over 1 year ago | 3 days ago | |
JavaScript | Java | |
- | 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.
v8-perf
Posts with mentions or reviews of v8-perf.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-28.
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Why Google and Apple act the way they do, working to snuff out the mobile web
Modern v8 does on disk byte code caching, things have come a long way since Palm. In many cases PWAs have faster startup than native apps (also the on disk size of a PWA is usually an order of magnitude smaller than a similar native app.)
https://v8.dev/blog/code-caching-for-devs
https://github.com/thlorenz/v8-perf/blob/master/snapshots%2B...
- Minimize Heap Allocations in Node.js
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Creating a modern JS library: Writing good code
For low-level code (i.e. anything involving bit twiddling, binary encoding, etc.), you'll want to use the profiler in Node.js (your code editor may have support) or Chrome (see this article). This guide to performance in the V8 engine may help.
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Weekly Developer Roundup #21 - Sun Nov 08 2020
V8 has optimized new JavaScript language features (2018): https://github.com/thlorenz/v8-perf/blob/master/language-features.md
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.