René's URL Explorer Experiment


Title: GitHub - 42Work/text_classification: all kinds of text classificaiton models and more with deep learning

Open Graph Title: GitHub - 42Work/text_classification: all kinds of text classificaiton models and more with deep learning

X Title: GitHub - 42Work/text_classification: all kinds of text classificaiton models and more with deep learning

Description: all kinds of text classificaiton models and more with deep learning - 42Work/text_classification

Open Graph Description: all kinds of text classificaiton models and more with deep learning - 42Work/text_classification

X Description: all kinds of text classificaiton models and more with deep learning - 42Work/text_classification

Mail addresses
brightmart@hotmail.com

Opengraph URL: https://github.com/42Work/text_classification

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:e52b03a3-b171-edd4-6447-ceabc7f8e32a
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idEA28:5D591:F2A293:13FED56:69819305
html-safe-nonce69d3b7fbd53999b6f28e5e5b483ec1708535131fe3efc8907e2907ae2d836c49
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFQTI4OjVENTkxOkYyQTI5MzoxM0ZFRDU2OjY5ODE5MzA1IiwidmlzaXRvcl9pZCI6IjI1MTg2MzYzNDk2MjAzMjcxNzMiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac0997f298a5ee5604790418eda37362e5008e18df84db1565ac28b9799d893117
hovercard-subject-tagrepository:148308072
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/42Work/text_classification
twitter:imagehttps://opengraph.githubassets.com/80926cfaef90e84253b48a78b4006f6ada76674a80d916b0fb057e96c5583142/42Work/text_classification
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/80926cfaef90e84253b48a78b4006f6ada76674a80d916b0fb057e96c5583142/42Work/text_classification
og:image:altall kinds of text classificaiton models and more with deep learning - 42Work/text_classification
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonee137814e266030874fd2c86863529d0622b13889eeda04148c57654b6ea84ad6
turbo-cache-controlno-preview
go-importgithub.com/42Work/text_classification git https://github.com/42Work/text_classification.git
octolytics-dimension-user_id23520625
octolytics-dimension-user_login42Work
octolytics-dimension-repository_id148308072
octolytics-dimension-repository_nwo42Work/text_classification
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id92841276
octolytics-dimension-repository_parent_nwobrightmart/text_classification
octolytics-dimension-repository_network_root_id92841276
octolytics-dimension-repository_network_root_nwobrightmart/text_classification
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
releasedd58d68a7813bbec9c91422c8c35f4af33832d70
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/42Work/text_classification#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2F42Work%2Ftext_classification
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2F42Work%2Ftext_classification
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=42Work%2Ftext_classification
Reloadhttps://patch-diff.githubusercontent.com/42Work/text_classification
Reloadhttps://patch-diff.githubusercontent.com/42Work/text_classification
Reloadhttps://patch-diff.githubusercontent.com/42Work/text_classification
42Work https://patch-diff.githubusercontent.com/42Work
text_classificationhttps://patch-diff.githubusercontent.com/42Work/text_classification
brightmart/text_classificationhttps://patch-diff.githubusercontent.com/brightmart/text_classification
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2F42Work%2Ftext_classification
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2F42Work%2Ftext_classification
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2F42Work%2Ftext_classification
MIT license https://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/LICENSE.md
0 stars https://patch-diff.githubusercontent.com/42Work/text_classification/stargazers
2.6k forks https://patch-diff.githubusercontent.com/42Work/text_classification/forks
Branches https://patch-diff.githubusercontent.com/42Work/text_classification/branches
Tags https://patch-diff.githubusercontent.com/42Work/text_classification/tags
Activity https://patch-diff.githubusercontent.com/42Work/text_classification/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2F42Work%2Ftext_classification
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2F42Work%2Ftext_classification
Code https://patch-diff.githubusercontent.com/42Work/text_classification
Pull requests 0 https://patch-diff.githubusercontent.com/42Work/text_classification/pulls
Actions https://patch-diff.githubusercontent.com/42Work/text_classification/actions
Projects 0 https://patch-diff.githubusercontent.com/42Work/text_classification/projects
Wiki https://patch-diff.githubusercontent.com/42Work/text_classification/wiki
Security 0 https://patch-diff.githubusercontent.com/42Work/text_classification/security
Insights https://patch-diff.githubusercontent.com/42Work/text_classification/pulse
Code https://patch-diff.githubusercontent.com/42Work/text_classification
Pull requests https://patch-diff.githubusercontent.com/42Work/text_classification/pulls
Actions https://patch-diff.githubusercontent.com/42Work/text_classification/actions
Projects https://patch-diff.githubusercontent.com/42Work/text_classification/projects
Wiki https://patch-diff.githubusercontent.com/42Work/text_classification/wiki
Security https://patch-diff.githubusercontent.com/42Work/text_classification/security
Insights https://patch-diff.githubusercontent.com/42Work/text_classification/pulse
Brancheshttps://patch-diff.githubusercontent.com/42Work/text_classification/branches
Tagshttps://patch-diff.githubusercontent.com/42Work/text_classification/tags
https://patch-diff.githubusercontent.com/42Work/text_classification/branches
https://patch-diff.githubusercontent.com/42Work/text_classification/tags
232 Commitshttps://patch-diff.githubusercontent.com/42Work/text_classification/commits/master/
https://patch-diff.githubusercontent.com/42Work/text_classification/commits/master/
a00_boostinghttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a00_boosting
a00_boostinghttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a00_boosting
a01_FastTexthttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a01_FastText
a01_FastTexthttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a01_FastText
a02_TextCNNhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a02_TextCNN
a02_TextCNNhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a02_TextCNN
a03_TextRNNhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a03_TextRNN
a03_TextRNNhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a03_TextRNN
a04_TextRCNNhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a04_TextRCNN
a04_TextRCNNhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a04_TextRCNN
a05_HierarchicalAttentionNetworkhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a05_HierarchicalAttentionNetwork
a05_HierarchicalAttentionNetworkhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a05_HierarchicalAttentionNetwork
a06_Seq2seqWithAttentionhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a06_Seq2seqWithAttention
a06_Seq2seqWithAttentionhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a06_Seq2seqWithAttention
a07_Transformerhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a07_Transformer
a07_Transformerhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a07_Transformer
a08_EntityNetworkhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a08_EntityNetwork
a08_EntityNetworkhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a08_EntityNetwork
a09_DynamicMemoryNethttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a09_DynamicMemoryNet
a09_DynamicMemoryNethttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/a09_DynamicMemoryNet
aa1_data_utilhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa1_data_util
aa1_data_utilhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa1_data_util
aa2_ClassificationTflearnhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa2_ClassificationTflearn
aa2_ClassificationTflearnhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa2_ClassificationTflearn
aa3_CNNSentenceClassificationTflearnhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa3_CNNSentenceClassificationTflearn
aa3_CNNSentenceClassificationTflearnhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa3_CNNSentenceClassificationTflearn
aa4_TextCNN_with_RCNNhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa4_TextCNN_with_RCNN
aa4_TextCNN_with_RCNNhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa4_TextCNN_with_RCNN
aa5_BiLstmTextRelationhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa5_BiLstmTextRelation
aa5_BiLstmTextRelationhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa5_BiLstmTextRelation
aa6_TwoCNNTextRelationhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa6_TwoCNNTextRelation
aa6_TwoCNNTextRelationhttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/aa6_TwoCNNTextRelation
datahttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/data
datahttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/data
imageshttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/images
imageshttps://patch-diff.githubusercontent.com/42Work/text_classification/tree/master/images
.travis.ymlhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/.travis.yml
.travis.ymlhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/.travis.yml
LICENSE.mdhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/LICENSE.md
LICENSE.mdhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/LICENSE.md
README.mdhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/README.md
a08_predict_ensemble.pyhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/a08_predict_ensemble.py
a08_predict_ensemble.pyhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/a08_predict_ensemble.py
multi-label-classification.pdfhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/multi-label-classification.pdf
multi-label-classification.pdfhttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/multi-label-classification.pdf
sample_data.ziphttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/sample_data.zip
sample_data.ziphttps://patch-diff.githubusercontent.com/42Work/text_classification/blob/master/sample_data.zip
READMEhttps://patch-diff.githubusercontent.com/42Work/text_classification
MIT licensehttps://patch-diff.githubusercontent.com/42Work/text_classification
https://patch-diff.githubusercontent.com/42Work/text_classification#text-classification
Apply AI in law cases task(AI_LAW): Predict the name of crimes(accusations), relevant-articles given facts of law caseshttps://github.com/brightmart/ai_law
sentence similarity project has been releasedhttps://github.com/brightmart/nlu_sim
check here for formal report of large scale multi-label text classification with deep learninghttps://github.com/brightmart/text_classification/blob/master/multi-label-classification.pdf
issue 3https://github.com/brightmart/text_classification/issues/3
https://biendata.com/competition/zhihu/https://biendata.com/competition/zhihu/
https://patch-diff.githubusercontent.com/42Work/text_classification#models
https://patch-diff.githubusercontent.com/42Work/text_classification#performance
https://patch-diff.githubusercontent.com/42Work/text_classification#usage
https://patch-diff.githubusercontent.com/42Work/text_classification#environment
https://patch-diff.githubusercontent.com/42Work/text_classification#use-your-own-data
https://patch-diff.githubusercontent.com/42Work/text_classification#pretrain-work-embedding
https://patch-diff.githubusercontent.com/42Work/text_classification#models-detail
https://patch-diff.githubusercontent.com/42Work/text_classification#1fasttext
Bag of Tricks for Efficient Text Classificationhttps://arxiv.org/abs/1607.01759
https://github.com/brightmart/text_classification/blob/master/images/fastText.JPG
https://patch-diff.githubusercontent.com/42Work/text_classification
https://patch-diff.githubusercontent.com/42Work/text_classification#2textcnn
Convolutional Neural Networks for Sentence Classification http://www.aclweb.org/anthology/D14-1181
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classificationhttps://arxiv.org/abs/1510.03820
https://github.com/brightmart/text_classification/blob/master/images/TextCNN.JPG
https://patch-diff.githubusercontent.com/42Work/text_classification#3textrnn
https://github.com/brightmart/text_classification/blob/master/images/bi-directionalRNN.JPG
https://github.com/brightmart/text_classification/blob/master/images/emojifier-v2.png
https://patch-diff.githubusercontent.com/42Work/text_classification#4bilstmtextrelation
https://patch-diff.githubusercontent.com/42Work/text_classification#5twocnntextrelation
https://patch-diff.githubusercontent.com/42Work/text_classification#6bilstmtextrelationtwornn
https://patch-diff.githubusercontent.com/42Work/text_classification#7rcnn
Recurrent Convolutional Neural Network for Text Classification https://scholar.google.com.hk/scholar?q=Recurrent+Convolutional+Neural+Networks+for+Text+Classification&hl=zh-CN&as_sdt=0&as_vis=1&oi=scholart&sa=X&ved=0ahUKEwjpx82cvqTUAhWHspQKHUbDBDYQgQMIITAA
https://github.com/brightmart/text_classification/blob/master/images/RCNN.JPG
https://patch-diff.githubusercontent.com/42Work/text_classification#8hierarchical-attention-network
Hierarchical Attention Networks for Document Classificationhttps://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf
https://github.com/brightmart/text_classification/blob/master/images/HAN.JPG
attentive attentionhttps://github.com/brightmart/text_classification/issues/55
https://patch-diff.githubusercontent.com/42Work/text_classification#9seq2seq-with-attention
NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATEhttps://arxiv.org/pdf/1409.0473.pdf
https://github.com/brightmart/text_classification/blob/master/images/seq2seqAttention.JPG
https://patch-diff.githubusercontent.com/42Work/text_classification#10transformerattention-is-all-you-need
https://github.com/brightmart/text_classification/blob/master/images/attention_is_all_you_need.JPG
https://patch-diff.githubusercontent.com/42Work/text_classification#11recurrent-entity-network
https://github.com/brightmart/text_classification/blob/master/images/EntityNet.JPG
https://patch-diff.githubusercontent.com/42Work/text_classification#12dynamic-memory-network
https://github.com/brightmart/text_classification/blob/master/images/DMN.JPG
https://patch-diff.githubusercontent.com/42Work/text_classification#todo
https://patch-diff.githubusercontent.com/42Work/text_classification#conclusion
https://patch-diff.githubusercontent.com/42Work/text_classification#reference
www.wildml.comhttp://www.wildml.com
Readme https://patch-diff.githubusercontent.com/42Work/text_classification#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/42Work/text_classification#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/42Work/text_classification
Activityhttps://patch-diff.githubusercontent.com/42Work/text_classification/activity
0 starshttps://patch-diff.githubusercontent.com/42Work/text_classification/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/42Work/text_classification/watchers
0 forkshttps://patch-diff.githubusercontent.com/42Work/text_classification/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2F42Work%2Ftext_classification&report=42Work+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/42Work/text_classification/releases
Packages 0https://patch-diff.githubusercontent.com/users/42Work/packages?repo_name=text_classification
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.