Deep Java Library (DJL)
COVID-19
Deep Java Library (DJL) | COVID-19 | |
---|---|---|
13 | 22 | |
3,853 | 3,875 | |
1.6% | -0.2% | |
9.5 | 7.7 | |
2 days ago | 8 days ago | |
Java | ||
Apache License 2.0 | GNU General Public License v3.0 or later |
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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.
Deep Java Library (DJL)
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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.
COVID-19
- Covid, mascherine al chiuso e lavoro da casa se quadro peggiora: circolare del ministero della Salute
- Casual Friday - Rave edition
- open data contagi covid. stop assurdo!
- Covid, Schillaci: addio bollettino giornaliero: sarà settimanale. Verso il reintegro personale sanitario no vax - la Repubblica
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- Chi ha contratto il covid può perdere i capelli e la libido
- Caffè Italia * 17/01/22
- COVID-19: Italy records 170,844 cases and 259 deaths in latest daily report
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COVID19 e orientamento politico
https://elezionistorico.interno.gov.it/index.php?tpel=E&dtel=26/05/2019 https://github.com/pcm-dpc/COVID-19/tree/master/dati-regioni https://github.com/italia/covid19-opendata-vaccini/tree/master/dati
- Casual Friday - 26.11.21 - 10 anni dal lancio di Curiosity
What are some alternatives?
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.
chinese-poetry - The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人,21050首词。
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
InfoSpider - INFO-SPIDER 是一个集众多数据源于一身的爬虫工具箱🧰,旨在安全快捷的帮助用户拿回自己的数据,工具代码开源,流程透明。支持数据源包括GitHub、QQ邮箱、网易邮箱、阿里邮箱、新浪邮箱、Hotmail邮箱、Outlook邮箱、京东、淘宝、支付宝、中国移动、中国联通、中国电信、知乎、哔哩哔哩、网易云音乐、QQ好友、QQ群、生成朋友圈相册、浏览器浏览历史、12306、博客园、CSDN博客、开源中国博客、简书。
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
cp-ddd-framework - 轻量级DDD正向/逆向业务建模框架,支撑复杂业务系统的架构演化!
Tribuo - Tribuo - A Java machine learning library
Mobile-Security-Framework-MobSF - Mobile Security Framework (MobSF) is an automated, all-in-one mobile application (Android/iOS/Windows) pen-testing, malware analysis and security assessment framework capable of performing static and dynamic analysis.
CoreNLP - CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.
pifuhd - High-Resolution 3D Human Digitization from A Single Image.
Apache Flink - Apache Flink
v8-perf - ⏱️ Notes and resources related to v8 and thus Node.js performance