100+ Chinese Word Vectors 上百种预训练中文词向量
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Mar 8, 2020 - Python
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embedding
Here are 183 public repositories matching this topic...
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
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Aug 13, 2019 - Python
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
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Jul 9, 2020 - Python
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
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Jul 8, 2020 - Python
Extensible, parallel implementations of t-SNE
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Jul 4, 2020 - Python
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
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May 31, 2020 - Python
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
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Mar 25, 2020 - Python
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
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Aug 22, 2019 - Python
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
data-science
machine-learning
deep-learning
clustering
word2vec
sklearn
community-detection
deepwalk
autoencoder
dimensionality-reduction
unsupervised-learning
cikm
embedding
nmf
coordinate-descent
node2vec
node-embedding
gemsec
mnmf
danmf
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May 31, 2020 - Python
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
machine-learning
word2vec
spectral
factorization
kdd
wavelet
unsupervised-learning
embedding
diffusion
laplacian
refex
node2vec
graph-embedding
graphwave
graph-wavelet
struc2vec
rolx
structural-embedding
structural-role
heat-kernel
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May 31, 2020 - Python
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
nlp
ai
deep-learning
tensorflow
encoder
word2vec
embeddings
transformer
glove
fasttext
albert
embedding
bert
word-embedding
roberta
ulmfit
sentence-encoding
bert-as-service
xlnet
embedding-as-service
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Jul 15, 2020 - Python
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
machine-learning
tensorflow
wikidata
knowledge-graph
representation-learning
knowledge-base
embedding
yago
temporal-information
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May 6, 2019 - Python
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
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May 31, 2020 - Python
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
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May 31, 2020 - Python
Python Wrapper for t-SNE Visualization
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Jan 12, 2018 - Python
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
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May 31, 2020 - Python
PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)
machine-learning
computer-vision
deep-learning
pytorch
embedding
deep-metric-learning
retrieving-images
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Jun 15, 2020 - Python
The reference implementation of "Multi-scale Attributed Node Embedding".
deep-learning
word2vec
deepwalk
gensim
network-analysis
embedding
network-embedding
node2vec
graph-embedding
node-embedding
gemsec
implicit-factorization
asonam
tadw
attributed-embedding
aane
asne
musae
walklets
graph-neural-network
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May 31, 2020 - Python
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
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Jan 6, 2020 - Python
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
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Jul 7, 2020 - C
Embed arbitrary graphs in Hyperbolic space
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Feb 20, 2019 - Python
TensorFlow implementation of TransE and its extended models for Knowledge Representation Learning
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Aug 24, 2018 - Python
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
data-science
machine-learning
text-mining
data-mining
awesome
word2vec
deepwalk
matrix-factorization
gensim
factorization
unsupervised-learning
embedding
network-embedding
nmf
node2vec
graph-embedding
node-embedding
tadw
attributed-embedding
2vec
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May 31, 2020 - Python
A word2vec port for Windows.
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May 18, 2017 - C
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One of the common questions that I get is "how should i build an audio classifier?"
My canned response is "openl3 + sklearn RandomForest". The tutorial in the docs is great for the first half, but if it was expanded to show how to combine it with a classifier on some example dataset (eg urbansed or something), it would be much easier for novices to pick up and run with.