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nltk vs spacy: What are the differences?
Developers describe nltk as "Natural Language Toolkit". Natural Language Toolkit. On the other hand, spacy is detailed as "Industrial-strength Natural Language Processing". Industrial-strength Natural Language Processing (NLP) in Python.
nltk and spacy can be primarily classified as "PyPI Packages" tools.
spacy is an open source tool with 19.6K GitHub stars and 3.3K GitHub forks. Here's a link to spacy's open source repository on GitHub.
According to the StackShare community, nltk has a broader approval, being mentioned in 5 company stacks & 11 developers stacks; compared to spacy, which is listed in 3 company stacks and 8 developer stacks.
nltk Stats
- Dependent Packages Counts - 83
spacy Stats
- Dependent Packages Counts - 31
nltk Vulnerabilities
- ntlk unsafe deserialization vulnerabilityHigh
- Inefficient Regular Expression Complexity in nltk (word_tokenize, sent_tokenize)High
- NLTK Vulnerable to REDoSHigh
spacy Vulnerabilities
No Vulnerabilities found
nltk Release info
Latest version
3.6.7
Apache-2.0
spacy Release info
Latest version
3.7.5
MIT
- No public GitHub repository available -
What is nltk?
Natural Language Toolkit.
What is spacy?
Industrial-strength Natural Language Processing (NLP) in Python.
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What companies use nltk?
What companies use spacy?
What companies use nltk?
What companies use spacy?
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What are some alternatives to nltk and spacy?
jQuery
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React
Lots of people use React as the V in MVC. Since React makes no assumptions about the rest of your technology stack, it's easy to try it out on a small feature in an existing project.
AngularJS
AngularJS lets you write client-side web applications as if you had a smarter browser. It lets you use good old HTML (or HAML, Jade and friends!) as your template language and lets you extend HTML’s syntax to express your application’s components clearly and succinctly. It automatically synchronizes data from your UI (view) with your JavaScript objects (model) through 2-way data binding.
Vue.js
It is a library for building interactive web interfaces. It provides data-reactive components with a simple and flexible API.
jQuery UI
Whether you're building highly interactive web applications or you just need to add a date picker to a form control, jQuery UI is the perfect choice.