Software Alternatives, Accelerators & Startups

NLP.js VS NLTK

Compare NLP.js VS NLTK and see what are their differences

NLP.js logo NLP.js

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more - axa-group/nlp.js

NLTK logo NLTK

NLTK is a platform for building Python programs to work with human language data.
  • NLP.js Landing page
    Landing page //
    2023-08-02
  • NLTK Landing page
    Landing page //
    2023-01-25

NLP.js features and specs

No features have been listed yet.

NLTK features and specs

  • Comprehensive Library
    NLTK offers a wide range of tools and resources for various NLP tasks, including tokenization, parsing, and semantic reasoning, making it a versatile library for text processing.
  • Educational Resource
    NLTK is well-documented and includes many tutorials and examples, which makes it an excellent tool for learning and teaching natural language processing.
  • Pre-trained Models
    NLTK provides access to several pre-trained models and corpora, saving users time and effort required for training from scratch.
  • Python Integration
    Being a Python library, NLTK easily integrates with other Python-based tools and libraries, allowing for smooth workflow integration.

Possible disadvantages of NLTK

  • Performance Limitations
    NLTK can be slower than other modern NLP libraries like spaCy when processing large datasets, making it less suitable for performance-critical applications.
  • Complexity for Beginners
    While NLTK is comprehensive, its extensive range of features and options may be overwhelming for beginners who are new to NLP.
  • Outdated in Some Areas
    As NLP has rapidly evolved, some parts of NLTK's offering are less up-to-date compared to newer libraries or methodologies in NLP.
  • Limited Neural Network Support
    NLTK primarily focuses on traditional NLP approaches and lacks built-in support for modern deep learning frameworks that are available in libraries like TensorFlow or PyTorch.

NLP.js videos

No NLP.js videos yet. You could help us improve this page by suggesting one.

Add video

NLTK videos

29 Python NLTK Text Classification Sentiment Analysis movie reviews

More videos:

  • Review - Tutorial 24: Sentiment Analysis of Amazon Reviews using NLTK VADER MODULE PYTHON with [SOURCE CODE]

Category Popularity

0-100% (relative to NLP.js and NLTK)
Spreadsheets
24 24%
76% 76
Natural Language Processing
NLP And Text Analytics
20 20%
80% 80
Developer Tools
100 100%
0% 0

User comments

Share your experience with using NLP.js and NLTK. For example, how are they different and which one is better?
Log in or Post with

Social recommendations and mentions

Based on our record, NLP.js should be more popular than NLTK. It has been mentiond 8 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

NLP.js mentions (8)

  • Natural Language Processing (NLP) in JavaScript (series 2)
    We'll use the "natural" NLP library; follow the previous session to understand how to set up your environment. - Source: dev.to / almost 2 years ago
  • Natural Language Processing (NLP) in JavaScript (series)
    Several NLP libraries are available, each offering distinct features and functionalities. One popular choice in the JavaScript ecosystem is the Natural Language Toolkit for JavaScript (NLP.js), which provides a wide range of NLP capabilities. - Source: dev.to / almost 2 years ago
  • [AskJS] Rate a string on how much sense it makes
    For a JS based approach you could try NLP libraries like this one: https://github.com/axa-group/nlp.js. Source: about 2 years ago
  • The full tech stack to run a chatbot — behind the scenes of an open source bot platform
    To determine which chatbot intent is the best match for the user textual input, we rely on nlp.js (in JS) though we are in the process of moving to our new Python NLP server for better optimization of the needs of eCommerce conversations. A preprocessor language model is also used to improve the chances of a matching. - Source: dev.to / almost 3 years ago
  • How to build your own chatbot NLP engine
    Probably not. In fact, in Xatkit we aim to be a chatbot orchestration platform exactly to avoid reinventing the wheel and the non-invented here syndrome. So, in most cases, other existing platform (like DialogFlow or nlp.js) will work just fine. But we have also realized that there are always some particularly tricky bots for which you really need to be able to customize your engine to the specific chatbot... - Source: dev.to / about 3 years ago
View more

NLTK mentions (3)

  • Just created an app to help me practice my Polish grammar. The passages are from classical literature available in the public domain. If you would like to try it, the link is in the comments.
    To give you some further inspiration, you might want to check out the NLTK (Natural Language Toolkit - https://www.nltk.org/ ). It is a huge collection of tools for language data processing in general. Source: almost 2 years ago
  • Which not so well known Python packages do you like to use on a regular basis and why?
    I work mostly in the NLP space, so other libraries I like are spaCy, nltk, and pynlp lib. Source: over 2 years ago
  • How to make/program an AI? Is it even possible?
    Learn some Python and play around with existing AI libraries. Go through things like nltk.org and some freecodecamp tutorials to get some hands-on knowledge. Follow this sub and watch the kinds of projects people are creating. Source: over 3 years ago

What are some alternatives?

When comparing NLP.js and NLTK, you can also consider the following products

FuzzyWuzzy - FuzzyWuzzy is a Fuzzy String Matching in Python that uses Levenshtein Distance to calculate the differences between sequences.

spaCy - spaCy is a library for advanced natural language processing in Python and Cython.

Amazon Comprehend - Discover insights and relationships in text

Google Cloud Natural Language API - Natural language API using Google machine learning

Microsoft Bing Spell Check API - Enhance your apps with the Bing Spell Check API from Microsoft Azure. The spell check API corrects spelling mistakes as users are typing.

TextBlob - Natural Language Processing (NLP)