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The Top 23 Python Embeddings Word2vec Open Source Projects

Open source projects categorized as Python Embeddings Word2vec
Text2vec ⭐ 3,610
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-
dependent packages 4total releases 35most recent commit 4 months agopypi text2vec} Downloads
Nlp Journey ⭐ 1,563
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.
total releases 3most recent commit 5 months ago
Magnitude ⭐ 1,542
A fast, efficient universal vector embedding utility package.
most recent commit 2 years ago
Conceptnet Numberbatch ⭐ 1,114
most recent commit 2 years ago
Word2vec Graph ⭐ 650
Exploring word2vec embeddings as a graph of nearest neighbors
most recent commit 3 years ago
Ngram2vec ⭐ 638
Four word embedding models implemented in Python. Supporting arbitrary context features
most recent commit 5 years ago
Vectorhub ⭐ 546
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)
dependent packages 1total releases 45most recent commit a year agopypi vectorhub} Downloads
Ner Lstm ⭐ 528
Named Entity Recognition using multilayered bidirectional LSTM
most recent commit 5 years ago
Lmdb Embeddings ⭐ 399
Fast word vectors with little memory usage in Python
most recent commit 3 years ago
Word Embeddings Benchmarks ⭐ 368
Package for evaluating word embeddings
most recent commit 3 years ago
Attentionwalk ⭐ 299
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
most recent commit a year ago
Personality Detection ⭐ 273
Implementation of a hierarchical CNN based model to detect Big Five personality traits
most recent commit 4 years ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
Pyrdf2vec ⭐ 232
🐍 Python Implementation and Extension of RDF2Vec
dependent packages 2total releases 11most recent commit 4 months agopypi pyrdf2vec} Downloads
Im2recipe ⭐ 216
Code supporting the CVPR 2017 paper "Learning Cross-modal Embeddings for Cooking Recipes and Food Images"
most recent commit 7 years ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit a year ago
Embedding As Service ⭐ 182
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
total releases 33most recent commit a year ago
Graphwavemachine ⭐ 171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
most recent commit a year ago
Entity2rec ⭐ 149
entity2rec generates item recommendation using property-specific knowledge graph embeddings
most recent commit 4 years ago
Navec ⭐ 140
Compact high quality word embeddings for Russian language
dependent packages 4total releases 9most recent commit 9 months agopypi navec} Downloads
Wordembeddings Elmo Fasttext Word2vec ⭐ 129
Using pre trained word embeddings (Fasttext, Word2Vec)
most recent commit 6 years ago
Musae ⭐ 122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
most recent commit 2 years ago
Word_embeddings ⭐ 112
Code for the blog post "Making Sense of Word2vec"
most recent commit 9 years ago
The 5 Most Depended On Python Embeddings Word2vec Open Source Projects
Text2vec ⭐ 3,610
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-
dependent packages 4total releases 35latest release September 20, 2023most recent commit 4 months agopypi text2vec} Downloads
Navec ⭐ 140
Compact high quality word embeddings for Russian language
dependent packages 4total releases 9latest release October 29, 2020most recent commit 9 months agopypi navec} Downloads
Pyrdf2vec ⭐ 232
🐍 Python Implementation and Extension of RDF2Vec
dependent packages 2total releases 11latest release June 09, 2021most recent commit 4 months agopypi pyrdf2vec} Downloads
Reach ⭐ 22
Load embeddings and featurize your sentences.
dependent packages 1total releases 37latest release July 20, 2023most recent commit 7 months agopypi reach} Downloads
The 10 Latest Releases In Python Embeddings Word2vec Open Source Projects
Text2vec ⭐ 3,610
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-
dependent packages 4total releases 35latest release September 20, 2023most recent commit 4 months agopypi text2vec} Downloads
Reach ⭐ 22
Load embeddings and featurize your sentences.
dependent packages 1total releases 37latest release July 20, 2023most recent commit 7 months agopypi reach} Downloads
Pyrdf2vec ⭐ 232
🐍 Python Implementation and Extension of RDF2Vec
dependent packages 2total releases 11latest release June 09, 2021most recent commit 4 months agopypi pyrdf2vec} Downloads
Cade ⭐ 30
Compass-aligned Distributional Embeddings. Align embeddings from different corpora
total releases 7latest release November 07, 2020most recent commit 2 years ago
Nonce2vec ⭐ 83
Incremental learning of word embeddings with context informativeness.
total releases 8latest release November 02, 2020most recent commit 3 years ago
Navec ⭐ 140
Compact high quality word embeddings for Russian language
dependent packages 4total releases 9latest release October 29, 2020most recent commit 9 months agopypi navec} Downloads
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