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Word Embeddings

15 projects

Showing 15 of 15 projects

Flair embeddings from PubMed
Flair embeddings from PubMedPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#sequence-tagging#biomedical-nlp#python-library
Stars14.4k
Forks2.1k
Last commit7 months ago
flair
flairPython

A simple Python framework for state-of-the-art natural language processing (NLP) tasks like named entity recognition and sentiment analysis.

#part-of-speech-tagging#biomedical-nlp#semantic-role-labeling
Stars14.4k
Forks2.1k
Last commit7 months ago
semantic-grep
semantic-grepGo

A command-line tool that performs semantic searches on text using word embeddings to find words with similar meaning to the query.

#multi-language#semantic-search#text-analysis
Stars1.2k
Forks27
Last commit1 year ago
text2vec
text2vecR

An efficient R package for text analysis and NLP with fast vectorization, topic modeling, and word embeddings.

#parallel-computing#word2vec#r-package
Stars874
Forks133
Last commit6 months ago
Catalyst
CatalystC#

Catalyst is a high-performance C# NLP library inspired by spaCy, offering pre-trained models, entity recognition, and embedding training.

#natural-language-understanding#ai#text-analysis
Stars853
Forks84
Last commit1 day ago
word-embedding
word-embeddingGo

A Go library implementing word embedding models (Word2Vec, GloVe, LexVec) from scratch with CLI and SDK.

#word2vec#go-library#natural-language-processing
Stars507
Forks45
Last commit3 years ago
awesome-nlp-polish
awesome-nlp-polish

A curated list of resources for Natural Language Processing (NLP) in Polish, including datasets, models, and tools.

#nlp-tools#nlp-datasets#natural-language-processing
Stars308
Forks34
Last commit4 years ago
Tensorflow FastText
Tensorflow FastTextPython

A TensorFlow implementation of fastText for embedding-based text classification with support for character ngrams and distributed training.

#distributed-training#language-identification#text-classification
Stars303
Forks90
Last commit8 years ago
Awesome Community-Curated NLP List
Awesome Community-Curated NLP List

A community-curated list of NLP tools, libraries, datasets, and resources across speech processing, text analysis, and machine translation.

#community-driven#text-analysis#nlp-tools
Stars202
Forks32
Last commit3 years ago
Embeddings
EmbeddingsJulia

A Julia package for loading pretrained word embeddings like Word2Vec, FastText, and GloVe.

#julia#word2vec#datadeps
Stars83
Forks19
Last commit2 years ago
ruby-spacy
ruby-spacyRuby

A Ruby wrapper for the spaCy NLP library via PyCall, enabling tokenization, POS tagging, NER, and OpenAI integration.

#parsing#nlp-library#spacy
Stars67
Forks6
Last commit4 months ago
go2vec
go2vecGo

A Go package for reading word2vec vectors and performing similarity searches and analogies.

#semantic-analysis#word2vec#nlp-tools
Stars58
Forks6
Last commit7 years ago
MAChineLearning
MAChineLearningObjective-C

A native Objective-C framework for experimenting with neural networks and natural language processing on macOS and iOS.

#ios#objective-c#neural-networks
Stars37
Forks8
Last commit6 years ago
German ELMo Model
German ELMo Model

A German ELMo deep contextualized word representation model trained on a specialized German Wikipedia text corpus for NLP tasks.

#german-language#bilm#elmo-model
Stars28
Forks1
Last commit6 years ago
Self Governing Neural Networks (SGNN): the Projection Layer
Self Governing Neural Networks (SGNN): the Projection LayerJupyter Notebook

A scikit-learn pipeline implementing the projection layer of Self-Governing Neural Networks (SGNN) using character n-grams and random hashing.

#random-projection#neural-networks#natural-language-processing
Stars22
Forks3
Last commit3 years ago

Related Tags

#Natural Language Processing15#Machine Learning10#Nlp8#Text Analysis6#Word2vec4#Named Entity Recognition4#Fasttext3#Nlp Tools3#Multilingual Nlp3#Glove3
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