https-github.com-keon-awesome-nlp
awesome NLP
https://github.com/manhcuong-nguyen/https-github.com-keon-awesome-nlp
Last synced: 13 days ago
JSON representation
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Packages
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Libraries
- wordVectors - An R package for creating and exploring word2vec and other word embedding models
- RMallet - R package to interface with the Java machine learning tool MALLET
- dfr-browser - Creates d3 visualizations for browsing topic models of text in a web browser.
- dfrtopics - R package for exploring topic models of text.
- sentiment_classifier - Sentiment Classification using Word Sense Disambiguation and WordNet Reader
- jProcessing - Japanese Natural Langauge Processing Libraries, with Japanese sentiment classification
- Clojure-openNLP - Natural Language Processing in Clojure (opennlp)
- Infections-clj - Rails-like inflection library for Clojure and ClojureScript
- postagga - A library to parse natural language in Clojure and ClojureScript
- A collection of Natural Language Processing (NLP) Ruby libraries, tools and software
- whatlang
- Scikit-learn: Machine learning in Python
- Word2vec in Java
- Scikit-learn: Machine learning in Python
- Natural Language Toolkit (NLTK)
- Retext - Extensible system for analyzing and manipulating natural language
- ReVerb - Scale Open Information Extraction
- Pattern - A web mining module for the Python programming language. It has tools for natural language processing, machine learning, among others.
- NLP Compromise - Natural Language processing in the browser
- Stanford NLP
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Services
- Wit-ai - Natural Language Interface for apps and devices
- Natural Language Understanding - developer-cloud/natural-language-classifier-nodejs) and [Machine Translation](https://github.com/watson-developer-cloud/language-translator-nodejs) API Demos
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Tutorials and Courses
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videos
- Intro to Artificial Intelligence
- Deep Learning for Natural Language Processing (2015 classes)
- Natural Language Processing - Stanford - 462-spring-2013)
- Deep Learning for Natural Language Processing (2015 classes)
- Deep Learning for Natural Language Processing (2016 classes)
- Natural Language Processing - Stanford - 462-spring-2013)
- Natural Language Processing SFU - Link is broken - course by [Prof Anoop Sarkar](https://www.cs.sfu.ca/~anoop/) on Natural Language Processing. Good notes and some good lectures on youtube about HMM.
- Udacity Deep Learning
- Natural Language Processing - Stanford - 462-spring-2013)
- Intro to Natural Language Processing
- Deep Learning for Natural Language Processing (2015 classes)
- Natural Language Processing - course on Coursera that was only done in 2013. The videos are not available at the moment. Also Mike Collins is a great professor and his notes and lectures are very good.
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- Michael Collins - one of the best NLP teachers. Check out the material on the courses he is teaching.
- Natural Language Processing in Action - A guide to creating machines that understand human language.
- Lecture Note
- Michael Collins - one of the best NLP teachers. Check out the material on the courses he is teaching.
- Seq2Seq
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Programming Languages
Categories
Sub Categories
Libraries
70
General Natural Language Processing
28
Supplementary Materials
20
videos
18
Memory and Attention Models (from [DL4NLP](https://github.com/andrewt3000/DL4NLP))
18
Machine Translation
16
Word Vectors
14
Single Exchange Dialogs
12
Review Articles
10
Thought Vectors
9
Named Entity Recognition
7
Implementations
7
Neural Network
3
Services
2
Keywords
nlp
18
natural-language-processing
15
python
10
computational-linguistics
8
machine-learning
8
text-processing
5
nlp-library
5
folia
5
pos-tagger
4
c-plus-plus
4
word-embeddings
3
java
3
library
3
pos-tagging
3
topic-modeling
3
text-mining
3
ai
3
word2vec
2
part-of-speech-tagger
2
deep-learning
2
tokenizer
2
natural-language-understanding
2
spacy
2
text-analysis
2
text-classification
2
named-entity-recognition
2
language
2
word-sense-disambiguation
2
wsd
2
nlp-parsing
2
ruby
2
dependency-parsing
2
dependency-parser
2
sentiment-analysis
2
pos-tag
2
linguistics
2
whatlang
1
text-classifier
1
stylometry
1
rustlang
1
text-as-data
1
rust
1
language-recognition
1
text-visualization
1
stylometric
1
computational-social-science
1
d3
1
eda
1
exploratory-data-analysis
1
japanese-language
1