Top embedding open source projects

Siamese and triplet networks with online pair/triplet mining in PyTorch

✭ 2,564

python deep-learning machine-learning pytorch embedding triplet-loss siamese-network contrastive-loss triplet-network learning-embeddings

Awesome Community Detection

A curated list of community detection research papers with implementations.

Chinese Word Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

✭ 9,548

python chinese embeddings word-embeddings chinese-word-segmentation embedding vectors-trained

Milvus

An open-source vector database for embedding similarity search and AI applications.

TransE-Knowledge-Graph-Embedding

TensorFlow implementation of TransE and its extended models for Knowledge Representation Learning

✭ 64

python knowledge-graph embedding transe entity-relation

NMFADMM

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

XLNet embbeding

Using XLNet as Embedding of Keras

✭ 32

python keras embedding xlnet

FSCNMF

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

Embedding

Embedding模型代码和学习笔记总结

✭ 25

python shell word2vec transformer seq2seq fasttext embedding doc2vec skip-thoughts encoder-decoder cnn-lstm hierarchical-softmax quick-thought genism negative-sampling tf-estimator bookcorpus

pymde

Minimum-distortion embedding with PyTorch

✭ 420

python visualization machine-learning gpu cuda pytorch dimensionality-reduction embedding graph-embedding feature-vectors

RolX

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

walklets

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

nodebb-plugin-ns-embed

Embed media and rich content in posts: YouTube, Vimeo, Twitch and more.

✭ 27

javascript SCSS CSS nodebb embedding nodebb-plugin embedded-media

BERT-embedding

A simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow

✭ 24

python nlp deep-learning korean embedding bert korean-nlp contextual-embeddings korean-bert

text-classification-cn

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

✭ 81

python nlp machine-learning deep-learning text-classification svm word2vec naive-bayes scikit-learn keras corpus cnn logistic-regression tf-idf sogou embedding pretrained text-cnn keras-cnn embedding-layers

AnnA Anki neuronal Appendix

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

✭ 39

python nlp ai flashcards clustering scheduler pca machinelearning kmeans anki embedding doc2vec bert umap latent sentence-embeddings neighbourhood sbert sementics

playing with vae

Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST

✭ 53

Jupyter Notebook python tutorial pytorch mnist pca beginner embedding umap variational-autoencoder fashion-mnist

exembed

Go Embed experiments

✭ 27

go HTML tutorial quine embedding static-files

GLOM-TensorFlow

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

✭ 32

python machine-learning deep-learning neural-network tensorflow keras convolutional-neural-networks representation-learning embedding keras-tensorflow geoffrey-hinton capsule-neural-networks tensorflow2 glom

KGReasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

✭ 197

python shell knowledge-graph knowledge-base embedding reasoning

tf retrieval baseline

A Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.

✭ 39

python deep-neural-networks deep-learning retrieval tensorflow metric-learning embedding stanford-online retrieving-images cub-200-2011 tensorflow2 cub-dataset tensorflow1 tensorflow-retrieval

OpenANE

OpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080

✭ 39

python shell all-in-one embedding network-embedding graph-embedding network-representation-learning attributed-networks abrw attribute-biased-random-walks

mandrake

Mandrake 🌿/👨‍🔬🦆 – Fast visualisation of the population structure of pathogens using Stochastic Cluster Embedding

✭ 29

python C++Cuda c CMake Makefile genomics gpu cuda embedding pathogens

event-embedding-multitask

*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach

✭ 22