René's URL Explorer Experiment


Title: GitHub - lyj555/MachineLearningProcess: 主要包含ModelHelper和NLPHelper,其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等,NLPHelper则是进一步封装了NLP一些常用的操作,常用的网络结构以及几个NLP的任务

Open Graph Title: GitHub - lyj555/MachineLearningProcess: 主要包含ModelHelper和NLPHelper,其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等,NLPHelper则是进一步封装了NLP一些常用的操作,常用的网络结构以及几个NLP的任务

X Title: GitHub - lyj555/MachineLearningProcess: 主要包含ModelHelper和NLPHelper,其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等,NLPHelper则是进一步封装了NLP一些常用的操作,常用的网络结构以及几个NLP的任务

Description: 主要包含ModelHelper和NLPHelper,其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等,NLPHelper则是进一步封装了NLP一些常用的操作,常用的网络结构以及几个NLP的任务 - lyj555/MachineLearningProcess

Open Graph Description: 主要包含ModelHelper和NLPHelper,其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等,NLPHelper则是进一步封装了NLP一些常用的操作,常用的网络结构以及几个NLP的任务 - lyj555/MachineLearningProcess

X Description: 主要包含ModelHelper和NLPHelper,其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等,NLPHelper则是进一步封装了NLP一些常用的操作,常用的网络结构以及几个NLP的任务 - lyj555/MachineLearningProcess

Opengraph URL: https://github.com/lyj555/MachineLearningProcess

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:b29ef5aa-16a7-6cf4-acae-c9bc40fa8934
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idC17C:79909:1817F02:1F11C9C:69748C4D
html-safe-nonce3c2439c9ec240091bc789fa268254c126dffe5a86f593dae0e0abd210346e1ed
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDMTdDOjc5OTA5OjE4MTdGMDI6MUYxMUM5Qzo2OTc0OEM0RCIsInZpc2l0b3JfaWQiOiI2ODE0NzAwNTU0NDk3MDY4MTA5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac9aea7955556205a780ccec1e7dd0de5d56cf5363238cb62ab91fb8b65921b48e
hovercard-subject-tagrepository:202465341
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/lyj555/MachineLearningProcess
twitter:imagehttps://opengraph.githubassets.com/aa9e62bd096c8578c91e3ccdd21c79cdd1bcd9b2c8f33729d6fd30d1972ca933/lyj555/MachineLearningProcess
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/aa9e62bd096c8578c91e3ccdd21c79cdd1bcd9b2c8f33729d6fd30d1972ca933/lyj555/MachineLearningProcess
og:image:alt主要包含ModelHelper和NLPHelper,其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等,NLPHelper则是进一步封装了NLP一些常用的操作,常用的网络结构以及几个NLP的任务 - lyj555/MachineLearningProcess
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None4a4bf5f4e28041a9d2e5c107d7d20b78b4294ba261cab243b28167c16a623a1f
turbo-cache-controlno-preview
go-importgithub.com/lyj555/MachineLearningProcess git https://github.com/lyj555/MachineLearningProcess.git
octolytics-dimension-user_id20056271
octolytics-dimension-user_loginlyj555
octolytics-dimension-repository_id202465341
octolytics-dimension-repository_nwolyj555/MachineLearningProcess
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id202465341
octolytics-dimension-repository_network_root_nwolyj555/MachineLearningProcess
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
release488b30e96dfd057fbbe44c6665ccbc030b729dde
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Flyj555%2FMachineLearningProcess
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%2Flyj555%2FMachineLearningProcess
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=lyj555%2FMachineLearningProcess
Reloadhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess
Reloadhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess
Reloadhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess
lyj555 https://patch-diff.githubusercontent.com/lyj555
MachineLearningProcesshttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Flyj555%2FMachineLearningProcess
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Flyj555%2FMachineLearningProcess
Star 2 https://patch-diff.githubusercontent.com/login?return_to=%2Flyj555%2FMachineLearningProcess
2 stars https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/stargazers
0 forks https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/forks
Branches https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/branches
Tags https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tags
Activity https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Flyj555%2FMachineLearningProcess
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Flyj555%2FMachineLearningProcess
Code https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess
Issues 0 https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/issues
Pull requests 0 https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/pulls
Actions https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/actions
Projects 0 https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/projects
Security 0 https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/security
Insights https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/pulse
Code https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess
Issues https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/issues
Pull requests https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/pulls
Actions https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/actions
Projects https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/projects
Security https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/security
Insights https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/pulse
Brancheshttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/branches
Tagshttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tags
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/branches
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tags
55 Commitshttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/commits/master/
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/commits/master/
ModelHelperhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tree/master/ModelHelper
ModelHelperhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tree/master/ModelHelper
NLPHelperhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tree/master/NLPHelper
NLPHelperhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tree/master/NLPHelper
PythonPackagehttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tree/master/PythonPackage
PythonPackagehttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/tree/master/PythonPackage
.gitignorehttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/blob/master/.gitignore
ParamBayesOptimization.mdhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/blob/master/ParamBayesOptimization.md
ParamBayesOptimization.mdhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/blob/master/ParamBayesOptimization.md
README.mdhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/blob/master/README.md
READMEhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#model-process
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#1-确认模型任务
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#2-确认模型的评估方式
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#21-分类模型
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#211-二分类
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#212-多分类
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#22-回归模型
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#23-排序模型
推荐系统排序(Ranking)评价指标https://www.cnblogs.com/shenxiaolin/p/9309749.html
NDCGhttps://www.jianshu.com/p/51aca7559218
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#3-准备数据
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#4-开发模型
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#51-机器学习
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#511-数据探查及处理
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#512-特征工程
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#5121-业务特征
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#5122-变换特征
sklearn.preprocessinghttps://scikit-learn.org/stable/modules/preprocessing.html#preprocessing
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#5123-特征提取思路
featuretoolshttps://www.featuretools.com/
tsfreshhttps://tsfresh.readthedocs.io/en/latest/
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#513-特征选择
chi2https://scikit-learn.org/stable/modules/generated/sklearn.feature_selection.chi2.html#sklearn.feature_selection.chi2
f_classifhttps://scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_classif.html#sklearn.feature_selection.f_classif
mutual_info_classifhttps://scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_classif.html#sklearn.feature_selection.mutual_info_classif
f_regressionhttps://scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html#sklearn.feature_selection.f_regression
mutual_info_regressionhttps://scikit-learn.org/stable/modules/generated/sklearn.feature_selection.mutual_info_regression.html#sklearn.feature_selection.mutual_info_regression
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#514-超参数选择
GridSearchCVhttps://scikit-learn.org/stable/modules/generated/sklearn.model_selection.GridSearchCV.html#sklearn.model_selection.GridSearchCV
RandomizedSearchCVhttps://scikit-learn.org/stable/modules/generated/sklearn.model_selection.RandomizedSearchCV.html#sklearn.model_selection.RandomizedSearchCV
BayesianOptimizationhttps://github.com/fmfn/BayesianOptimization
Hyper-parameter Optimizationhttps://github.com/hyperopt/hyperopt
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#515-模型选择
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#516-模型融合
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#517-案例
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#52-深度学习
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#521-数据探查及处理
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#5211-nlp
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#5212-图像
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#522-模型选择
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#523-超参数选择
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#524-案例
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#5241-文本分类
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#5242-图像分类
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#5243-机器翻译
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#6-模型的解释
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#61-树模型
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#62-深度模型
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#7-模型线上部署以及测试
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#8-效果监控
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#9-模型的迭代
https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#references
如何提取特征?(第一版)https://zhuanlan.zhihu.com/p/25743799
回归评价指标https://www.jianshu.com/p/9ee85fdad150
R方的理解与用法https://zhuanlan.zhihu.com/p/143132259
nlp https://patch-diff.githubusercontent.com/topics/nlp
feature-selection https://patch-diff.githubusercontent.com/topics/feature-selection
ensemble-model https://patch-diff.githubusercontent.com/topics/ensemble-model
parameter-tuning https://patch-diff.githubusercontent.com/topics/parameter-tuning
model-explanation https://patch-diff.githubusercontent.com/topics/model-explanation
featureselection https://patch-diff.githubusercontent.com/topics/featureselection
Readme https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess
Activityhttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/activity
2 starshttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/watchers
0 forkshttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flyj555%2FMachineLearningProcess&report=lyj555+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/releases
Packages 0https://patch-diff.githubusercontent.com/users/lyj555/packages?repo_name=MachineLearningProcess
Python 70.2% https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/search?l=python
Jupyter Notebook 29.8% https://patch-diff.githubusercontent.com/lyj555/MachineLearningProcess/search?l=jupyter-notebook
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.