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14 search results found

Awesome Community Detection ⭐ 2,232

A curated list of community detection research papers with implementations.

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Lda2vec Tf ⭐ 407

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Pyrdf2vec ⭐ 232

🐍 Python Implementation and Extension of RDF2Vec

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Graphwavemachine ⭐ 171

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

Spherical Text Embedding ⭐ 121

[NeurIPS 2019] Spherical Text Embedding

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Tigerlily ⭐ 90

TigerLily: Finding drug interactions in silico with the Graph.

Codes for "Unsupervised Learning from Video with Deep Neural Embeddings"

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Attention Based Aspect Extraction ⭐ 54

Code for unsupervised aspect extraction, using Keras and its Backends

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Model for learning document embeddings along with their uncertainties

Factorized Spatial Embeddings ⭐ 19

Tensorflow implementation of Unsupervised learning of object landmarks by factorized spatial embeddings

Repository for the lectures taught in the course named "Natural Language Processing" at the University of Guilan, Department of Computer Engineering.

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Keyphraseextraction ⭐ 9

Keyphrase Extraction Review

Regularized Rbm ⭐ 7

A regularized version of RBM for unsupervised feature selection.

Deep Embedded Music ⭐ 7

Creation of an embedding space using unsupervised triplet loss and Tile2Vec that can be used for a variety of downstream tasks

This package is used to calculate the Strain Elevation Tension Spring embedding (SETSe) for networks in R

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