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SpaCy

Stacks215

Followers292

+ 1

Votes14

Wit

Stacks12

Followers57

+ 1

Votes0

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SpaCy vs Wit: What are the differences?

What is SpaCy? Industrial-Strength Natural Language Processing in Python. It is a library for advanced Natural Language Processing in Python and Cython. It's built on the very latest research, and was designed from day one to be used in real products. It comes with pre-trained statistical models and word vectors, and currently supports tokenization for 49+ languages.

What is Wit? Natural Language for the Internet of Things. Turn speech into actionable data. Wit enables developers to add a modern natural language interface to their app or device with minimal effort. Precisely, Wit turns sentences into structured information that the app can use. Developers don’t need to worry about Natural Language Processing algorithms, configuration data, performance and tuning. Wit encapsulates all this and lets you focus on the core features of your apps and devices.

SpaCy and Wit can be categorized as "NLP / Sentiment Analysis" tools.

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Pros of SpaCy

Pros of Wit

12
Speed
2
No vendor lock-in

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Cons of SpaCy

Cons of Wit

1
Requires creating a training set and managing training

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What is SpaCy?

It is a library for advanced Natural Language Processing in Python and Cython. It's built on the very latest research, and was designed from day one to be used in real products. It comes with pre-trained statistical models and word vectors, and currently supports tokenization for 49+ languages.

What is Wit?

Wit enables developers to add a modern natural language interface to their app or device with minimal effort. Precisely, Wit turns sentences into structured information that the app can use. Developers don’t need to worry about Natural Language Processing algorithms, configuration data, performance and tuning. Wit encapsulates all this and lets you focus on the core features of your apps and devices.

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Jobs that mention SpaCy and Wit as a desired skillset

Engineering Manager, API Client

Postman

San Francisco, United States

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What tools integrate with SpaCy?

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What are some alternatives to SpaCy and Wit?

NLTK

It is a suite of libraries and programs for symbolic and statistical natural language processing for English written in the Python programming language.

Gensim

It is a Python library for topic modelling, document indexing and similarity retrieval with large corpora. Target audience is the natural language processing (NLP) and information retrieval (IR) community.

Amazon Comprehend

Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to discover insights from text. Amazon Comprehend provides Keyphrase Extraction, Sentiment Analysis, Entity Recognition, Topic Modeling, and Language Detection APIs so you can easily integrate natural language processing into your applications.

TensorFlow

TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

Flair

Flair allows you to apply our state-of-the-art natural language processing (NLP) models to your text, such as named entity recognition (NER), part-of-speech tagging (PoS), sense disambiguation and classification.

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SpaCy vs Wit

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Pros of SpaCy

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Cons of SpaCy

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What is SpaCy?

What is Wit?

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What companies use SpaCy?

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What tools integrate with SpaCy?

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