Average Word2vec

🔤 Calculate average word embeddings (word2vec) from documents for transfer learning
Alternatives To Average Word2vec
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Text2vec3,61043 months ago35September 20, 202310apache-2.0Python
text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。
Nlp Journey1,563
4 months ago3April 29, 2020apache-2.0Python
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
Magnitude1,542
a year ago37mitPython
A fast, efficient universal vector embedding utility package.
Awesome Embedding Models1,329
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A curated list of awesome embedding models tutorials, projects and communities.
Conceptnet Numberbatch1,114
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Nlp In Practice861
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Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
Text2vec82915185 months ago10November 09, 202324otherR
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
Word2vec Graph650
3 years ago1Python
Exploring word2vec embeddings as a graph of nearest neighbors
Ngram2vec638
5 years ago14Python
Four word embedding models implemented in Python. Supporting arbitrary context features
Vectorhub5431a year ago45September 28, 20218apache-2.0Python
Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)
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