René's URL Explorer Experiment


Title: GitHub - JonathanCrabbe/Dynamask: This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series. For more details on the theoretical side, please read our ICML 2021 paper: 'Explaining Time Series Predictions with Dynamic Masks'.

Open Graph Title: GitHub - JonathanCrabbe/Dynamask: This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series. For more details on the theoretical side, please read our ICML 2021 paper: 'Explaining Time Series Predictions with Dynamic Masks'.

X Title: GitHub - JonathanCrabbe/Dynamask: This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series. For more details on the theoretical side, please read our ICML 2021 paper: 'Explaining Time Series Predictions with Dynamic Masks'.

Description: This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series. For more details on the theoretical side, please read our ICML 2021 paper: 'Explaining Time Series Predictions with Dynamic Masks'. - JonathanCrabbe/Dynamask

Open Graph Description: This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series....

X Description: This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series....

Mail addresses
jc2133@cam.ac.uk

Opengraph URL: https://github.com/JonathanCrabbe/Dynamask

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:07b9c18b-0055-ee7d-c9d7-210c233c5746
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA614:22277F:6324502:84F3D53:698CA960
html-safe-nonceb25c11e8893db47b4fd0a31f62172f210b46a7a1b396b12d597df58144b57282
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBNjE0OjIyMjc3Rjo2MzI0NTAyOjg0RjNENTM6Njk4Q0E5NjAiLCJ2aXNpdG9yX2lkIjoiODEyNjYyNTU0MDg1OTUzNzc2MCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac4c9fa71ed51b0a150580214e6936db0b696602515e0e5b8e1d8913fc6a87161d
hovercard-subject-tagrepository:373576842
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/JonathanCrabbe/Dynamask
twitter:imagehttps://repository-images.githubusercontent.com/373576842/a73d9680-c493-11eb-8b35-e77f9e22b327
twitter:cardsummary_large_image
og:imagehttps://repository-images.githubusercontent.com/373576842/a73d9680-c493-11eb-8b35-e77f9e22b327
og:image:altThis repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its prediction when the data is represented in terms of time series....
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-controlno-preview
go-importgithub.com/JonathanCrabbe/Dynamask git https://github.com/JonathanCrabbe/Dynamask.git
octolytics-dimension-user_id15386451
octolytics-dimension-user_loginJonathanCrabbe
octolytics-dimension-repository_id373576842
octolytics-dimension-repository_nwoJonathanCrabbe/Dynamask
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id373576842
octolytics-dimension-repository_network_root_nwoJonathanCrabbe/Dynamask
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
release3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FJonathanCrabbe%2FDynamask
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%2FJonathanCrabbe%2FDynamask
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=JonathanCrabbe%2FDynamask
Reloadhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
Reloadhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
Reloadhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
JonathanCrabbe https://patch-diff.githubusercontent.com/JonathanCrabbe
Dynamaskhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FJonathanCrabbe%2FDynamask
Fork 19 https://patch-diff.githubusercontent.com/login?return_to=%2FJonathanCrabbe%2FDynamask
Star 76 https://patch-diff.githubusercontent.com/login?return_to=%2FJonathanCrabbe%2FDynamask
MIT license https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/LICENSE
76 stars https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/stargazers
19 forks https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/forks
Branches https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/branches
Tags https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tags
Activity https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FJonathanCrabbe%2FDynamask
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FJonathanCrabbe%2FDynamask
Code https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
Issues 5 https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/issues
Pull requests 0 https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/pulls
Actions https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/actions
Projects 0 https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/projects
Security 0 https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/security
Insights https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/pulse
Code https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
Issues https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/issues
Pull requests https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/pulls
Actions https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/actions
Projects https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/projects
Security https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/security
Insights https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/pulse
Brancheshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/branches
Tagshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tags
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/branches
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tags
27 Commitshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/commits/main/
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/commits/main/
attributionhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/attribution
attributionhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/attribution
baselineshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/baselines
baselineshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/baselines
experimentshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/experiments
experimentshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/experiments
fithttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/fit
fithttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/fit
imageshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/images
imageshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/images
modelshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/models
modelshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/models
utilshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/utils
utilshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/tree/main/utils
.gitignorehttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/README.md
requirements.txthttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/requirements.txt
READMEhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
MIT licensehttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#dynamask---explaining-time-series-predictions-with-dynamic-masks
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/images/Dynamask.png
ICML 2021 paperhttps://arxiv.org/abs/2106.05303
FIThttps://github.com/sanatonek/time_series_explainability
NeurIPS 2021 paperhttps://papers.nips.cc/paper/2020/hash/08fa43588c2571ade19bc0fa5936e028-Abstract.html
fithttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/fit
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#installation
https://www.psycopg.org/install/https://www.psycopg.org/install/
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#toy-example
maskhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/attribution/mask.py
mask_grouphttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/attribution/mask_group.py
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#replicate-experiments
experimentshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/experiments
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#replicate-the-rare-experiments
Rare Featurehttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/experiments/results/rare_feature
Rare Timehttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/experiments/results/rare_time
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#replicate-the-state-experiment
this folderhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/experiments/results/state
this folderhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/experiments/results/state
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#replicate-the-mimic-experiment
the official MIMIC-III documentationhttps://mimic.mit.edu/iii/gettingstarted/dbsetup/
this folderhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/experiments/results/state
this folderhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/experiments/results/mimic
this folderhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/blob/main/experiments/results/mimic
https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#citing
Readme https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
Activityhttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/activity
76 starshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/watchers
19 forkshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FJonathanCrabbe%2FDynamask&report=JonathanCrabbe+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/releases
Packages 0https://patch-diff.githubusercontent.com/users/JonathanCrabbe/packages?repo_name=Dynamask
Please reload this pagehttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
Contributors 2https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask
Python 98.3% https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/search?l=python
Shell 1.7% https://patch-diff.githubusercontent.com/JonathanCrabbe/Dynamask/search?l=shell
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.