René's URL Explorer Experiment

Title: GitHub - MachineLP/TextMatch: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） · GitHub

Open Graph Title: GitHub - MachineLP/TextMatch: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

X Title: GitHub - MachineLP/TextMatch: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

Description: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） - MachineLP/TextMatch

Open Graph Description: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） - MachineLP/TextMatch

X Description: QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） - MachineLP/TextMatch

Opengraph URL: https://github.com/MachineLP/TextMatch

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:28b29589-24c8-6029-5a51-82fc1cb97dd9
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	C26C:B0627:1B6F96C:27728E0:6A58CB48
html-safe-nonce	d13ac48bc2b2910b3ce7adf4124c248fa544db21dde0b8af9fd3e27e25ff9936
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDMjZDOkIwNjI3OjFCNkY5NkM6Mjc3MjhFMDo2QTU4Q0I0OCIsInZpc2l0b3JfaWQiOiIyNTg2MTA0OTY4Njg1MDc5MzY5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	d42e681d0714813fe6bfc67b5f70a1513ff92d68f7e014db604a3985f1c17a3a
hovercard-subject-tag	repository:123245278
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/MachineLP/TextMatch
twitter:image	https://opengraph.githubassets.com/a40f16c99a7a8f098d6e9f5d77e5c9105287b9cf139d2a0fde85c4ac3df77ecc/MachineLP/TextMatch
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/a40f16c99a7a8f098d6e9f5d77e5c9105287b9cf139d2a0fde85c4ac3df77ecc/MachineLP/TextMatch
og:image:alt	QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….） - MachineLP/TextMatch
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5f2a0c7865178af3d91dd9f13b0cdfc3c73a2529c873d2780bb4c01271a57ec6
turbo-cache-control	no-cache
go-import	github.com/MachineLP/TextMatch git https://github.com/MachineLP/TextMatch.git
octolytics-dimension-user_id	22276534
octolytics-dimension-user_login	MachineLP
octolytics-dimension-repository_id	123245278
octolytics-dimension-repository_nwo	MachineLP/TextMatch
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	123245278
octolytics-dimension-repository_network_root_nwo	MachineLP/TextMatch
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	8aae7b8d6caacacf5c66eaeb2702d8dc88d85b4a
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/MachineLP/TextMatch#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FMachineLP%2FTextMatch
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FMachineLP%2FTextMatch
Sign up	https://github.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=MachineLP%2FTextMatch
Reload	https://github.com/MachineLP/TextMatch
Reload	https://github.com/MachineLP/TextMatch
Reload	https://github.com/MachineLP/TextMatch
MachineLP	https://github.com/MachineLP
TextMatch	https://github.com/MachineLP/TextMatch
Notifications	https://github.com/login?return_to=%2FMachineLP%2FTextMatch
Fork 206	https://github.com/login?return_to=%2FMachineLP%2FTextMatch
Star 931	https://github.com/login?return_to=%2FMachineLP%2FTextMatch
Code	https://github.com/MachineLP/TextMatch
Issues 3	https://github.com/MachineLP/TextMatch/issues
Pull requests 2	https://github.com/MachineLP/TextMatch/pulls
Actions	https://github.com/MachineLP/TextMatch/actions
Projects	https://github.com/MachineLP/TextMatch/projects
Wiki	https://github.com/MachineLP/TextMatch/wiki
Security and quality 0	https://github.com/MachineLP/TextMatch/security
Insights	https://github.com/MachineLP/TextMatch/pulse
Code	https://github.com/MachineLP/TextMatch
Issues	https://github.com/MachineLP/TextMatch/issues
Pull requests	https://github.com/MachineLP/TextMatch/pulls
Actions	https://github.com/MachineLP/TextMatch/actions
Projects	https://github.com/MachineLP/TextMatch/projects
Wiki	https://github.com/MachineLP/TextMatch/wiki
Security and quality	https://github.com/MachineLP/TextMatch/security
Insights	https://github.com/MachineLP/TextMatch/pulse
	https://github.com/MachineLP/TextMatch
Branches	https://github.com/MachineLP/TextMatch/branches
Tags	https://github.com/MachineLP/TextMatch/tags
	https://github.com/MachineLP/TextMatch/branches
	https://github.com/MachineLP/TextMatch/tags
66 Commits	https://github.com/MachineLP/TextMatch/commits/master/
	https://github.com/MachineLP/TextMatch/commits/master/
data	https://github.com/MachineLP/TextMatch/tree/master/data
data	https://github.com/MachineLP/TextMatch/tree/master/data
docs	https://github.com/MachineLP/TextMatch/tree/master/docs
docs	https://github.com/MachineLP/TextMatch/tree/master/docs
examples	https://github.com/MachineLP/TextMatch/tree/master/examples
examples	https://github.com/MachineLP/TextMatch/tree/master/examples
logs	https://github.com/MachineLP/TextMatch/tree/master/logs
logs	https://github.com/MachineLP/TextMatch/tree/master/logs
server	https://github.com/MachineLP/TextMatch/tree/master/server
server	https://github.com/MachineLP/TextMatch/tree/master/server
tests	https://github.com/MachineLP/TextMatch/tree/master/tests
tests	https://github.com/MachineLP/TextMatch/tree/master/tests
textmatch	https://github.com/MachineLP/TextMatch/tree/master/textmatch
textmatch	https://github.com/MachineLP/TextMatch/tree/master/textmatch
train_model	https://github.com/MachineLP/TextMatch/tree/master/train_model
train_model	https://github.com/MachineLP/TextMatch/tree/master/train_model
EXAMPLES.md	https://github.com/MachineLP/TextMatch/blob/master/EXAMPLES.md
EXAMPLES.md	https://github.com/MachineLP/TextMatch/blob/master/EXAMPLES.md
README.md	https://github.com/MachineLP/TextMatch/blob/master/README.md
README.md	https://github.com/MachineLP/TextMatch/blob/master/README.md
requirements.txt	https://github.com/MachineLP/TextMatch/blob/master/requirements.txt
requirements.txt	https://github.com/MachineLP/TextMatch/blob/master/requirements.txt
setup.py	https://github.com/MachineLP/TextMatch/blob/master/setup.py
setup.py	https://github.com/MachineLP/TextMatch/blob/master/setup.py
README	https://github.com/MachineLP/TextMatch
Run examples	https://github.com/MachineLP/TextMatch/blob/master/EXAMPLES.md
	https://github.com/MachineLP/TextMatch#test-models-list
1	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/bow_sklearn.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/bow_sklearn_test.py
2	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/tf_idf_sklearn.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/tf_idf_sklearn_test.py
3	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/ngram_tf_idf_sklearn.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/ngram_tf_idf_sklearn_test.py
4	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/w2v.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/w2v_test.py
5	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/bert_embedding.py
BERT-whitening	https://github.com/bojone/BERT-whitening
SimCSE	https://github.com/bojone/SimCSE
6	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/albert_embedding.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/albert_embedding_test.py
https://pan.baidu.com/s/1HSVS104iBBOsfw7hXdyqLQ	https://pan.baidu.com/s/1HSVS104iBBOsfw7hXdyqLQ
8	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_search/bm25.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/bm25_test.py
9	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_search/edit_sim.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/edit_sim_test.py
10	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_search/jaccard_sim.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/jaccard_sim_test.py
11	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/wmd_test.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/wmd_test.py
12	https://github.com/MachineLP/TextMatch/blob/master/textmatch/tools/clustering/kmeans.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/tools_test/kmeans_test.py
13	https://github.com/MachineLP/TextMatch/blob/master/textmatch/tools/clustering/dbscan.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/tools_test/dbscan_test.py
14	https://github.com/MachineLP/TextMatch/blob/master/textmatch/tools/decomposition/pca.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/tools_test/pca_test.py
15	https://github.com/MachineLP/TextMatch/blob/master/textmatch/tools/faiss/faiss.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/tools_test/faiss_test.py
92	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/lr.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/ml_test/lr_test.py
93	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/gbdt.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/ml_test/gbdt_test.py
94	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/gbdt_lr.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/ml_test/gbdt_lr_test.py
95	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/lgb.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/ml_test/lgb_test.py
96	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/xgb.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/ml_test/xgb_test.py
97	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/model_factory_sklearn.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/models_test/factory_test.py
98	https://github.com/MachineLP/TextMatch/blob/master/textmatch/core/qa_match.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/core_test/qa_match_test.py
99	https://github.com/MachineLP/TextMatch/blob/master/textmatch/core/text_embedding.py
test	https://github.com/MachineLP/TextMatch/blob/master/tests/core_test/text_embedding_test.py
	https://github.com/MachineLP/TextMatch#train-models-list
1	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/bow_sklearn.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_bow.py
2	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/tf_idf_sklearn.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_tfidf.py
3	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/ngram_tf_idf_sklearn.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_ngram_tfidf.py
4	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/w2v.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_w2v.py
5	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/bert_embedding.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_bert.py
6	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/text_embedding/albert_embedding.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_albert.py
12	https://github.com/MachineLP/TextMatch/blob/master/textmatch/tools/clustering/kmeans.py
train	https://github.com/MachineLP/TextMatch/blob/master/tests/tools_test/kmeans_test.py
13	https://github.com/MachineLP/TextMatch/blob/master/textmatch/tools/clustering/dbscan.py
train	https://github.com/MachineLP/TextMatch/blob/master/tests/tools_test/dbscan_test.py
14	https://github.com/MachineLP/TextMatch/blob/master/textmatch/tools/decomposition/pca.py
train	https://github.com/MachineLP/TextMatch/blob/master/tests/tools_test/pca_test.py
92	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/lr.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_lr_classifer.py
93	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/gbdt.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_gbdt_classifer.py
94	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/gbdt_lr.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_gbdtlr_classifer.py
95	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/lgb.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_lgb_classifer.py
96	https://github.com/MachineLP/TextMatch/blob/master/textmatch/models/ml/xgb.py
train	https://github.com/MachineLP/TextMatch/blob/master/train_model/train_xgb_classifer.py
	https://github.com/MachineLP/TextMatch#todo
实体识别	https://github.com/bojone/bert4keras/blob/master/examples/task_sequence_labeling_ner_crf.py
文本纠错	https://github.com/shibing624/pycorrector
	https://github.com/MachineLP/TextMatch#样例
	https://github.com/MachineLP/TextMatch/blob/master/docs/text_match.png
	https://github.com/MachineLP/TextMatch#样例-1
	https://github.com/MachineLP/TextMatch#run-train_model-train-embeddingbowtfidfngram-tfidfbertalbert--train-classifer
	https://github.com/MachineLP/TextMatch#run-testscore_test-qa文本embedding
	https://github.com/MachineLP/TextMatch#run-testsmodels_test-模型测试
	https://github.com/MachineLP/TextMatch#run-testsml_test--机器学习模型测试
	https://github.com/MachineLP/TextMatch#run-teststools_test---聚类降维工具测试
	https://github.com/MachineLP/TextMatch#run-teststools_test---词云
	https://github.com/MachineLP/TextMatch/blob/master/docs/pics/word_cloud.png
Readme	https://github.com/MachineLP/TextMatch#readme-ov-file
Please reload this page	https://github.com/MachineLP/TextMatch
Activity	https://github.com/MachineLP/TextMatch/activity
206 forks	https://github.com/MachineLP/TextMatch/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FMachineLP%2FTextMatch&report=MachineLP+%28user%29
Releases	https://github.com/MachineLP/TextMatch/releases
1 tags	https://github.com/MachineLP/TextMatch/tags
Packages 0	https://github.com/users/MachineLP/packages?repo_name=TextMatch
Please reload this page	https://github.com/MachineLP/TextMatch
Please reload this page	https://github.com/MachineLP/TextMatch
Contributors	https://github.com/MachineLP/TextMatch/graphs/contributors
Please reload this page	https://github.com/MachineLP/TextMatch
Python 100.0%	https://github.com/MachineLP/TextMatch/search?l=python
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.