René's URL Explorer Experiment

Title: GitHub - analysiscenter/batchflow: BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory. · GitHub

Open Graph Title: GitHub - analysiscenter/batchflow: BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

X Title: GitHub - analysiscenter/batchflow: BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.

Description: BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory. - analysiscenter/batchflow

Open Graph Description: BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory. - analy...

X Description: BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory. - analy...

Opengraph URL: https://github.com/analysiscenter/batchflow

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:dbd3b246-9c62-e10e-63d8-cd05d289eaca
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	D7F6:377AF7:5B5B4E:7F52F6:6A57BFA7
html-safe-nonce	275f21cefe5ab912d9d071d47fc90a9869d2b9c305c546f18df4621358f8937d
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEN0Y2OjM3N0FGNzo1QjVCNEU6N0Y1MkY2OjZBNTdCRkE3IiwidmlzaXRvcl9pZCI6IjQ4ODg2MzI5MjQ1NzExNTYzOTEiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	3dd4b66fc345494220717497310ef0734a147b44fe85e546d5f32fa17928cb78
hovercard-subject-tag	repository:84835419
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/analysiscenter/batchflow
twitter:image	https://opengraph.githubassets.com/e4a5dd1e68cc2e8c834b4c34e20b7222574458ed84a0eccb9e94a3abcb3cf3c9/analysiscenter/batchflow
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/e4a5dd1e68cc2e8c834b4c34e20b7222574458ed84a0eccb9e94a3abcb3cf3c9/analysiscenter/batchflow
og:image:alt	BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory. - analy...
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5bf9f84655de1d0e9aa064cd3b2bc9703556c68ae53b94e21b872b7e9f1f7cc1
turbo-cache-control	no-cache
go-import	github.com/analysiscenter/batchflow git https://github.com/analysiscenter/batchflow.git
octolytics-dimension-user_id	23120136
octolytics-dimension-user_login	analysiscenter
octolytics-dimension-repository_id	84835419
octolytics-dimension-repository_nwo	analysiscenter/batchflow
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	84835419
octolytics-dimension-repository_network_root_nwo	analysiscenter/batchflow
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	9e5a4d2583d61726264f5ec9440b26ec7a94eb3f
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/analysiscenter/batchflow#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fanalysiscenter%2Fbatchflow
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%2Fanalysiscenter%2Fbatchflow
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=analysiscenter%2Fbatchflow
Reload	https://github.com/analysiscenter/batchflow
Reload	https://github.com/analysiscenter/batchflow
Reload	https://github.com/analysiscenter/batchflow
Please reload this page	https://github.com/analysiscenter/batchflow
analysiscenter	https://github.com/analysiscenter
batchflow	https://github.com/analysiscenter/batchflow
Notifications	https://github.com/login?return_to=%2Fanalysiscenter%2Fbatchflow
Fork 45	https://github.com/login?return_to=%2Fanalysiscenter%2Fbatchflow
Star 206	https://github.com/login?return_to=%2Fanalysiscenter%2Fbatchflow
Code	https://github.com/analysiscenter/batchflow
Issues 27	https://github.com/analysiscenter/batchflow/issues
Pull requests 17	https://github.com/analysiscenter/batchflow/pulls
Actions	https://github.com/analysiscenter/batchflow/actions
Projects	https://github.com/analysiscenter/batchflow/projects
Security and quality 0	https://github.com/analysiscenter/batchflow/security
Insights	https://github.com/analysiscenter/batchflow/pulse
Code	https://github.com/analysiscenter/batchflow
Issues	https://github.com/analysiscenter/batchflow/issues
Pull requests	https://github.com/analysiscenter/batchflow/pulls
Actions	https://github.com/analysiscenter/batchflow/actions
Projects	https://github.com/analysiscenter/batchflow/projects
Security and quality	https://github.com/analysiscenter/batchflow/security
Insights	https://github.com/analysiscenter/batchflow/pulse
	https://github.com/analysiscenter/batchflow
Branches	https://github.com/analysiscenter/batchflow/branches
Tags	https://github.com/analysiscenter/batchflow/tags
	https://github.com/analysiscenter/batchflow/branches
	https://github.com/analysiscenter/batchflow/tags
5,619 Commits	https://github.com/analysiscenter/batchflow/commits/master/
	https://github.com/analysiscenter/batchflow/commits/master/
.github	https://github.com/analysiscenter/batchflow/tree/master/.github
.github	https://github.com/analysiscenter/batchflow/tree/master/.github
batchflow	https://github.com/analysiscenter/batchflow/tree/master/batchflow
batchflow	https://github.com/analysiscenter/batchflow/tree/master/batchflow
docs	https://github.com/analysiscenter/batchflow/tree/master/docs
docs	https://github.com/analysiscenter/batchflow/tree/master/docs
examples	https://github.com/analysiscenter/batchflow/tree/master/examples
examples	https://github.com/analysiscenter/batchflow/tree/master/examples
.gitattributes	https://github.com/analysiscenter/batchflow/blob/master/.gitattributes
.gitattributes	https://github.com/analysiscenter/batchflow/blob/master/.gitattributes
.gitignore	https://github.com/analysiscenter/batchflow/blob/master/.gitignore
.gitignore	https://github.com/analysiscenter/batchflow/blob/master/.gitignore
LICENSE	https://github.com/analysiscenter/batchflow/blob/master/LICENSE
LICENSE	https://github.com/analysiscenter/batchflow/blob/master/LICENSE
README.md	https://github.com/analysiscenter/batchflow/blob/master/README.md
README.md	https://github.com/analysiscenter/batchflow/blob/master/README.md
codecov.yml	https://github.com/analysiscenter/batchflow/blob/master/codecov.yml
codecov.yml	https://github.com/analysiscenter/batchflow/blob/master/codecov.yml
pyproject.toml	https://github.com/analysiscenter/batchflow/blob/master/pyproject.toml
pyproject.toml	https://github.com/analysiscenter/batchflow/blob/master/pyproject.toml
requirements.txt	https://github.com/analysiscenter/batchflow/blob/master/requirements.txt
requirements.txt	https://github.com/analysiscenter/batchflow/blob/master/requirements.txt
ruff.toml	https://github.com/analysiscenter/batchflow/blob/master/ruff.toml
ruff.toml	https://github.com/analysiscenter/batchflow/blob/master/ruff.toml
uv.lock	https://github.com/analysiscenter/batchflow/blob/master/uv.lock
uv.lock	https://github.com/analysiscenter/batchflow/blob/master/uv.lock
README	https://github.com/analysiscenter/batchflow
Apache-2.0 license	https://github.com/analysiscenter/batchflow
	https://www.apache.org/licenses/LICENSE-2.0
	https://python.org
	https://pytorch.org
	https://codecov.io/gh/analysiscenter/batchflow
	https://badge.fury.io/py/batchflow
	https://github.com/analysiscenter/batchflow/actions?query=workflow%3Astatus
	https://github.com/analysiscenter/batchflow#batchflow
the documentation and tutorials	https://analysiscenter.github.io/batchflow/
	https://github.com/analysiscenter/batchflow#basic-usage
	https://github.com/analysiscenter/batchflow#train-a-neural-network
the documentation	https://analysiscenter.github.io/batchflow/
	https://github.com/analysiscenter/batchflow#installation
	https://github.com/analysiscenter/batchflow#stable-python-package
uv	https://docs.astral.sh/uv/
poetry	https://python-poetry.org/
pip	https://pip.pypa.io/en/stable/
	https://github.com/analysiscenter/batchflow#development-version
uv	https://docs.astral.sh/uv/
poetry	https://python-poetry.org/
pip	https://pip.pypa.io/en/stable/
	https://github.com/analysiscenter/batchflow#extras
	https://github.com/analysiscenter/batchflow#projects-based-on-batchflow
SeismiQB	https://github.com/GeoscienceML/seismiqb
SeismicPro	https://github.com/GeoscienceML/SeismicPro
PyDEns	https://github.com/analysiscenter/pydens
RadIO	https://github.com/analysiscenter/radio
CardIO	https://github.com/analysiscenter/cardio
	https://github.com/analysiscenter/batchflow#citing-batchflow
	https://doi.org/10.5281/zenodo.1041203
analysiscenter.github.io/batchflow/	https://analysiscenter.github.io/batchflow/
python	https://github.com/topics/python
workflow	https://github.com/topics/workflow
data-science	https://github.com/topics/data-science
machine-learning	https://github.com/topics/machine-learning
pipeline	https://github.com/topics/pipeline
workflow-engine	https://github.com/topics/workflow-engine
pipeline-framework	https://github.com/topics/pipeline-framework
python3	https://github.com/topics/python3
Readme	https://github.com/analysiscenter/batchflow#readme-ov-file
Apache-2.0 license	https://github.com/analysiscenter/batchflow#Apache-2.0-1-ov-file
Please reload this page	https://github.com/analysiscenter/batchflow
Activity	https://github.com/analysiscenter/batchflow/activity
Custom properties	https://github.com/analysiscenter/batchflow/custom-properties
45 forks	https://github.com/analysiscenter/batchflow/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fanalysiscenter%2Fbatchflow&report=analysiscenter+%28user%29
Releases 32	https://github.com/analysiscenter/batchflow/releases
v0.10.1 Latest Apr 16, 2026	https://github.com/analysiscenter/batchflow/releases/tag/v0.10.1
+ 31 releases	https://github.com/analysiscenter/batchflow/releases
Packages 0	https://github.com/orgs/analysiscenter/packages?repo_name=batchflow
Please reload this page	https://github.com/analysiscenter/batchflow
Please reload this page	https://github.com/analysiscenter/batchflow
Contributors	https://github.com/analysiscenter/batchflow/graphs/contributors
Please reload this page	https://github.com/analysiscenter/batchflow
Python 80.3%	https://github.com/analysiscenter/batchflow/search?l=python
Jupyter Notebook 19.7%	https://github.com/analysiscenter/batchflow/search?l=jupyter-notebook
	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.