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embedding

Here are 275 public repositories matching this topic...

milvus

milvus-io / milvus

Open

[Feature]: automatic backup data

1

watin-z commented Apr 18, 2022

Is there an existing issue for this?

I have searched the existing issues

Is your feature request related to a problem? Please describe.

When I start the docker container

Set automatic backup condition parameters：

1).backup condition by date（year，month，week，day）
2).number of backup files retained
Recovery the data

1).Identification by backup file，rest

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good first issue kind/feature

Open

[Enhancement]: The issue template needs to add Milvus log.

1

Open

[Enhancement]: Get whole collection

2

Find more good first issues

Embedding / Chinese-Word-Vectors

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 20, 2021
Python

PaddlePaddle / PaddleNLP

Open

文档增加tokenizer类别及样例建议

1

akari0216 commented Sep 2, 2021

欢迎您反馈PaddleNLP使用问题，非常感谢您对PaddleNLP的贡献！
在留下您的问题时，辛苦您同步提供如下信息：

版本、环境信息
1）PaddleNLP和PaddlePaddle版本：请提供您的PaddleNLP和PaddlePaddle版本号，例如PaddleNLP 2.0.4，PaddlePaddle2.1.1
2）系统环境：请您描述系统类型，例如Linux/Windows/MacOS/，python版本
复现信息：如为报错，请给出复现环境、复现步骤
paddle版本2.0.8 paddlenlp版本2.1.0
建议，能否在paddlenlp文档中，整理列出各个模型的tokenizer是基于什么类别的based，如bert tokenizer是word piece的，xlnet tokenizer是sentence piece的，以及对应的输入输出样例

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good first issue

Open

关于一些具体建议

3

Open

examples中的electra支持中文的预训练吗？

1

adambielski / siamese-triplet

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 Sep 7, 2021
Python

awesome-community-detection

benedekrozemberczki / awesome-community-detection

Sponsor

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 Mar 2, 2022
Python

msgi / nlp-journey

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 Jul 5, 2021
Python

pavlin-policar / openTSNE

Extensible, parallel implementations of t-SNE

visualization machine-learning dimensionality-reduction tsne embedding

Updated Mar 18, 2022
Python

zhezhaoa / ngram2vec

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

shawroad / NLP_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

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

Updated Apr 10, 2022
Python

cvxgrp / pymde

Minimum-distortion embedding with PyTorch

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

Updated Mar 28, 2022
Python

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

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 Oct 5, 2020
Python

AquilaDB

Aquila-Network / AquilaDB

Open

Reduce docker image size

2

freakeinstein commented Jul 13, 2019

Current docker image size is insane. It is 2.55 GB. Reduce that to below 1GB or less. Apply changes from this reference: https://hackernoon.com/tips-to-reduce-docker-image-sizes-876095da3b34

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enhancement help wanted good first issue low priority

yongzhuo / Macadam

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 Feb 9, 2022
Python

marl / openl3

OpenL3: Open-source deep audio and image embeddings

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

Updated Apr 13, 2022
Jupyter Notebook

GEMSEC

benedekrozemberczki / GEMSEC

Sponsor

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 Mar 2, 2022
Python

shahsohil / DCC

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 Jul 14, 2021
Python

DANMF

benedekrozemberczki / DANMF

Sponsor

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

Updated Mar 2, 2022
Python

amansrivastava17 / embedding-as-service

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

Updated Feb 10, 2022
Python

sajari / word2vec

Go library for performing computations in word2vec binary models

go golang word word2vec word2vec-model embedding

Updated Jan 14, 2022
Go

GraphWaveMachine

benedekrozemberczki / GraphWaveMachine

Sponsor

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

Updated Mar 2, 2022
Python

snap-stanford / KGReasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

knowledge-graph knowledge-base embedding reasoning

Updated Mar 27, 2022
Python

malllabiisc / HyTE

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

cvqluu / Factorized-TDNN

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

xiaoxiong74 / Cool-NLPCV

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

nlp machine-learning knowledge-graph deeplearning embedding bert classfication

Updated Mar 23, 2021

diff2vec

benedekrozemberczki / diff2vec

Sponsor

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 Mar 2, 2022
Python

MUSAE

benedekrozemberczki / MUSAE

Sponsor

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

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

Updated Mar 2, 2022
Python

kevinzakka / tsne-viz

Python Wrapper for t-SNE Visualization

python dimensionality-reduction tsne embedding

Updated Jan 12, 2018
Python

cair / pyTsetlinMachine

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 Jan 4, 2022
C

walklets

benedekrozemberczki / walklets

Sponsor

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 Mar 2, 2022
Python

BANE

benedekrozemberczki / BANE

Sponsor

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

node line graph word2vec deepwalk dimensionality-reduction factorization icdm svd embedding node2vec lane bane graph2vec diff2vec gemsec fscnmf tadw musae tridnr

Updated Mar 2, 2022
Python

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