Embedding / Chinese-Word-Vectors

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100+ Chinese Word Vectors 上百种预训练中文词向量

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

Updated Mar 8, 2020
Python

milvus-io / milvus

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Open

Confusing error message returned in search_vectors

del-zhenwu commented Dec 16, 2019

Describe the bug

If partition tag set empty string, the message returned should be

  reason: "Invalid partition tag:  Partition tag should not be empty."

Search failed:
status {
  error_code: ILLEGAL_ARGUMENT
  reason: "Invalid partition tag: . Partition tag should not be empty."
}

Steps/Code to reproduce behavior

Expected behavior

**Env

[FEATURE]Get server_config.yaml content in rpc interface

adambielski / siamese-triplet

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

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

Updated Aug 4, 2020
Python

benedekrozemberczki / awesome-community-detection

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A curated list of community detection research papers with implementations.

data-science machine-learning deep-learning social-network clustering community-detection network-science deepwalk matrix-factorization networkx dimensionality-reduction factorization network-analysis unsupervised-learning igraph embedding graph-clustering node2vec network-clustering bigclam

Updated Aug 4, 2020
Python

msgi / nlp-journey

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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.

tensorflow svm word2vec crf keras similarity classification attention gensim lda fasttext ner embedding bert elmo

Updated Aug 6, 2020
Python

pavlin-policar / openTSNE

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Extensible, parallel implementations of t-SNE

visualization machine-learning dimensionality-reduction tsne embedding

Updated Aug 4, 2020
Python

zhezhaoa / ngram2vec

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Four word embedding models implemented in Python. Supporting arbitrary context features

word word2vec chinese glove ngram svd embedding analogy ppmi word-embedding n-gram ngram2vec

Updated Aug 22, 2019
Python

benedekrozemberczki / GEMSEC

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

machine-learning facebook neural-network clustering tensorflow word2vec community-detection deezer deepwalk matrix-factorization gensim unsupervised-learning embedding network-embedding node2vec graph-embedding gemsec implicit-factorization semisupervised-learning m-nmf

Updated May 31, 2020
Python

marl / openl3

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OpenL3: Open-source deep audio and image embeddings

audio image deep-learning embedding-models embedding machine-listening image-embeddings

Updated Jun 29, 2020
Python

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

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Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

pytorch face-recognition metric-learning speaker-recognition embedding loss-functions face-verification sphereface normface fashion-mnist arcface am-softmax fmnist-dataset loss-function

Updated Aug 22, 2019
Python

shahsohil / DCC

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This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper

clustering pytorch robust-optimization embedding dcc rcc autoencoder-clustering robust-continuous-clustering

Updated Mar 25, 2020
Python

benedekrozemberczki / DANMF

Star

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

Updated May 31, 2020
Python

benedekrozemberczki / GraphWaveMachine

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

Updated May 31, 2020
Python

sajari / word2vec

Star

Go library for performing computations in word2vec binary models

go golang word word2vec word2vec-model embedding

Updated Aug 10, 2018
Go

amansrivastava17 / embedding-as-service

Star

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Updated Jul 17, 2020
Python

malllabiisc / HyTE

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EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

machine-learning tensorflow wikidata knowledge-graph representation-learning knowledge-base embedding yago temporal-information

Updated May 6, 2019
Python

benedekrozemberczki / diff2vec

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

machine-learning deep-learning neural-network tensorflow embeddings deepwalk gensim complex-networks factorization unsupervised-learning embedding network-embedding diffusion node2vec graph-embedding node-embedding struc2vec diff2vec implicit-factorization semisupervised-learning

Updated May 31, 2020
Python

benedekrozemberczki / walklets

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

machine-learning deep-learning word2vec deepwalk dimensionality-reduction gensim edge-prediction multiscale graph-mining embedding node2vec word-embedding graph-embedding node-classification graph-neural-networks node-embedding walklet graphlet dont-walk-skip graph-convolution

Updated May 31, 2020
Python

kevinzakka / tsne-viz

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Python Wrapper for t-SNE Visualization

python dimensionality-reduction tsne embedding

Updated Jan 12, 2018
Python

cvqluu / Factorized-TDNN

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PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi

neural-network pytorch speech-recognition neural-networks kaldi speaker-recognition speaker-verification embedding speaker-diarization tdnn acoustic-model acoustic-models x-vector tdnn-f factorized-tdnn

Updated Jan 6, 2020
Python

benedekrozemberczki / BANE

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A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

Updated May 31, 2020
Python

benedekrozemberczki / ASNE

Star

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

data-science tensorflow word2vec deepwalk feature-extraction dimensionality-reduction factorization representation-learning embedding network-embedding node2vec graph-embedding attributed node-embedding diff2vec gemsec attributed-embedding 2vec aane asne

Updated May 31, 2020
Python

littleredxh / DREML

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PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)

machine-learning computer-vision deep-learning pytorch embedding deep-metric-learning retrieving-images

Updated Jun 15, 2020
Python

benedekrozemberczki / MUSAE

Star

The reference implementation of "Multi-scale Attributed Node Embedding".

Updated May 31, 2020
Python

cair / pyTsetlinMachine

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Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, and clause indexing

machine-learning regression classification convolution propositional-logic bandit-learning embedding frequent-pattern-mining rule-based interpretable tsetlin-machine

Updated Jul 7, 2020
C

yongzhuo / Macadam

Star

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

text-classification tensorflow keras python3 ner embedding bert sequence-labeling relation-extraction

Updated Jul 15, 2020
Python

theSage21 / lorentz-embeddings

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Embed arbitrary graphs in Hyperbolic space

pytorch embedding hyperbolic-geometry lorentz

Updated Feb 20, 2019
Python

shawroad / NLP_pytorch_project

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Embedding, NMT, Text_Classification, Text_Generation, NER etc.

text-classification chatbot mrc text-generation seq2seq nmt ner embedding nlp-pytorch

Updated Jul 30, 2020
Python

Lapis-Hong / TransE-Knowledge-Graph-Embedding

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

knowledge-graph embedding transe entity-relation

Updated Aug 24, 2018
Python

CyberZHG / keras-pos-embd

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Position embedding layers in Keras

nlp keras embedding

Updated Aug 29, 2019
Python

embedding

Here are 189 public repositories matching this topic...

Embedding / Chinese-Word-Vectors

milvus-io / milvus

Confusing error message returned in search_vectors

[FEATURE]Get server_config.yaml content in rpc interface

adambielski / siamese-triplet

benedekrozemberczki / awesome-community-detection

msgi / nlp-journey

pavlin-policar / openTSNE

zhezhaoa / ngram2vec

benedekrozemberczki / GEMSEC

marl / openl3

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

shahsohil / DCC

benedekrozemberczki / DANMF

benedekrozemberczki / GraphWaveMachine

sajari / word2vec

amansrivastava17 / embedding-as-service

malllabiisc / HyTE

benedekrozemberczki / diff2vec

benedekrozemberczki / walklets

kevinzakka / tsne-viz

cvqluu / Factorized-TDNN

benedekrozemberczki / BANE

benedekrozemberczki / ASNE

littleredxh / DREML

benedekrozemberczki / MUSAE

cair / pyTsetlinMachine

yongzhuo / Macadam

theSage21 / lorentz-embeddings

shawroad / NLP_pytorch_project

Lapis-Hong / TransE-Knowledge-Graph-Embedding

CyberZHG / keras-pos-embd

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