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Top 13 Java NLP Projects
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Project mention: One does not simply "create a visualization" from unstructured data! | reddit.com/r/dataengineering | 2023-01-11
If your looking at spacy have a look at Apache OpenNLP and Core NLP.
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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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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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DatumBox
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
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Project mention: Is there a way to consistently determine whether the final vowel drops in bisyllabic nouns when they get an accusative case? | reddit.com/r/turkish | 2022-07-17
https://github.com/ahmetaa/zemberek-nlp/blob/a9c0f88210dd6a4a1b6152de88d117054a105879/morphology/src/main/resources/tr/master-dictionary.dict Yaninda LastVowelDrop yazanlar
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BotLibre
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
Project mention: [P] We are building a curated list of open source tooling for data-centric AI workflows, looking for contributions. | reddit.com/r/MachineLearning | 2023-03-03 -
CogCompNLP
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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airy
💬 Open Source App Framework to build streaming apps with real-time data - 💎 Build real-time data pipelines and make real-time data universally accessible - 🤖 Join historical and real-time data in the stream to create smarter ML and AI applications. - ⚡ Standardize complex data ingestion and stream data to apps with pre-built connectors
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DKPro Core
Collection of software components for natural language processing (NLP) based on the Apache UIMA framework.
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hawking
A Natural Language Date Time Parser that Extract date and time from text with context and parse to the required format
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turing
:sparkles: :dna: Turing AI - Semantic Navigation, Chatbot using Search Engine and Many NLP Vendors.
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txtai currently has two main methods of execution: Python or via a HTTP API. There are API bindings for JavaScript, Java, Rust and Go.
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Java NLP related posts
- How to use CoreNLP with a large corpus(14.7 GB)?
- Build semantic search applications with txtai
- What universities are hubs for reinforcement learning research?
- POS-Tagger for declension of German words in Java?
- txtai: AI-powered search engine for Java;
- txtai 3.4 released - Build AI-powered semantic search applications in Java
- txtai 3.4 released - Build AI-powered semantic search applications
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A note from our sponsor - Sonar
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Index
What are some of the best open-source NLP projects in Java? This list will help you:
Project | Stars | |
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1 | CoreNLP | 8,911 |
2 | Smile | 5,700 |
3 | Tribuo | 1,134 |
4 | DatumBox | 1,084 |
5 | zemberek-nlp | 1,041 |
6 | BotLibre | 517 |
7 | CogCompNLP | 462 |
8 | airy | 327 |
9 | DKPro Core | 196 |
10 | hawking | 168 |
11 | turing | 36 |
12 | txtai.java | 25 |
13 | AgePredictor | 13 |