Spark NLP

Spark NLP

John Snow Labs
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About

Experience the power of large language models like never before, unleashing the full potential of Natural Language Processing (NLP) with Spark NLP, the open source library that delivers scalable LLMs. The full code base is open under the Apache 2.0 license, including pre-trained models and pipelines. The only NLP library built natively on Apache Spark. The most widely used NLP library in the enterprise. Spark ML provides a set of machine learning applications that can be built using two main components, estimators and transformers. The estimators have a method that secures and trains a piece of data to such an application. The transformer is generally the result of a fitting process and applies changes to the target dataset. These components have been embedded to be applicable to Spark NLP. Pipelines are a mechanism for combining multiple estimators and transformers in a single workflow. They allow multiple chained transformations along a machine-learning task.

About

spaCy is designed to help you do real work, build real products, or gather real insights. The library respects your time and tries to avoid wasting it. It's easy to install, and its API is simple and productive. spaCy excels at large-scale information extraction tasks. It's written from the ground up in carefully memory-managed Cython. If your application needs to process entire web dumps, spaCy is the library you want to be using. Since its release in 2015, spaCy has become an industry standard with a huge ecosystem. Choose from a variety of plugins, integrate with your machine learning stack, and build custom components and workflows. Components for named entity recognition, part-of-speech tagging, dependency parsing, sentence segmentation, text classification, lemmatization, morphological analysis, entity linking, and more. Easily extensible with custom components and attributes. Easy model packaging, deployment, and workflow management.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Healthcare providers seeking a library to manage their machine learning models and pipelines

Audience

Developers requiring a solution to build products, custom components and workflows while gathering insights

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

John Snow Labs
United States
sparknlp.org

Company Information

spaCy
Founded: 2015
United States
spacy.io

Alternatives

Haystack

Haystack

deepset

Alternatives

Gensim

Gensim

Radim Řehůřek
InstructGPT

InstructGPT

OpenAI
GPT-4

GPT-4

OpenAI

Categories

Categories

Integrations

TensorFlow
ALBERT
Apache Spark
Comet LLM
Conda
Datasaur
ELMO
Facebook
Flair
Java
Maven
PyTorch
Python
R
RoBERTa
Scala
Steamship
T5
TeamStation
XLNet

Integrations

TensorFlow
ALBERT
Apache Spark
Comet LLM
Conda
Datasaur
ELMO
Facebook
Flair
Java
Maven
PyTorch
Python
R
RoBERTa
Scala
Steamship
T5
TeamStation
XLNet
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