René's URL Explorer Experiment

Title: GitHub - GokuMohandas/Made-With-ML: Learn how to develop, deploy and iterate on production-grade ML applications. · GitHub

Open Graph Title: GitHub - GokuMohandas/Made-With-ML: Learn how to develop, deploy and iterate on production-grade ML applications.

X Title: GitHub - GokuMohandas/Made-With-ML: Learn how to develop, deploy and iterate on production-grade ML applications.

Description: Learn how to develop, deploy and iterate on production-grade ML applications. - GokuMohandas/Made-With-ML

Open Graph Description: Learn how to develop, deploy and iterate on production-grade ML applications. - GokuMohandas/Made-With-ML

X Description: Learn how to develop, deploy and iterate on production-grade ML applications. - GokuMohandas/Made-With-ML

Opengraph URL: https://github.com/GokuMohandas/Made-With-ML

X: @github

direct link

Domain: github.com

react-profiling	0
react-import-map	react,react-dom,react-dom/client,react-dom/profiling,react-is,react-reconciler,react/compiler-runtime,react/jsx-dev-runtime,react/jsx-runtime,scheduler@d5750093facf
route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:dadcc77d-6d7c-e9eb-48a9-c9f2fb7d7889
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	BCD0:95ECE:3AB43:4FAEF:6AEBC5B0
html-safe-nonce	93dcaa75538cfd1abbba40dc3da5ebeea956793ed43b0b08dc3d480503ff026e
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCQ0QwOjk1RUNFOjNBQjQzOjRGQUVGOjZBRUJDNUIwIiwidmlzaXRvcl9pZCI6Ijg5Mzg0MjIxMjg0NTI4MTQyNTYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	21ef0cf7c465e103fbbd560e6864928a4b5bb9e411480c6d7a1668267190936f
hovercard-subject-tag	repository:156157055
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/GokuMohandas/Made-With-ML
twitter:image	https://repository-images.githubusercontent.com/156157055/e6a73d2d-36f3-4405-bc2e-2382bcbf3376
twitter:card	summary_large_image
og:image	https://repository-images.githubusercontent.com/156157055/e6a73d2d-36f3-4405-bc2e-2382bcbf3376
og:image:alt	Learn how to develop, deploy and iterate on production-grade ML applications. - GokuMohandas/Made-With-ML
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	4c39b5a5177867789999269ddf5ae2221b00c4ac9fe1487d3a72e97b69db173e
turbo-cache-control	no-cache
go-import	github.com/GokuMohandas/Made-With-ML git https://github.com/GokuMohandas/Made-With-ML.git
octolytics-dimension-user_id	8000987
octolytics-dimension-user_login	GokuMohandas
octolytics-dimension-repository_id	156157055
octolytics-dimension-repository_nwo	GokuMohandas/Made-With-ML
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	156157055
octolytics-dimension-repository_network_root_nwo	GokuMohandas/Made-With-ML
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	c520692f02ba50d045716bcd724a71f0fc5f7d96
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/GokuMohandas/Made-With-ML#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FGokuMohandas%2FMade-With-ML
GitHubRepository hosting, code review, and collaboration	https://github.com/platform
CopilotAI coding agent for tasks, projects and automated work	https://github.com/features/copilot
ActionsCI/CD and automation	https://github.com/features/actions
Code QualityQuality analysis, fixes, and enforcement	https://github.com/features/code-quality
CodespacesCloud development environments	https://github.com/features/codespaces
Code SecurityVulnerability detection and remediation	https://github.com/security/advanced-security/code-security
Secret ProtectionSecret scanning and leak prevention	https://github.com/security/advanced-security/secret-protection
All Features	https://github.com/features
Documentation	https://docs.github.com/en
Training	https://learn.github.com/skills
Certifications	https://learn.github.com/credentials
Build with Copilot	https://github.com/features/ai
Customize Copilot	https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview
Integrations	https://github.com/marketplace
Trending repos	https://github.com/trending
GitHub Sponsors	https://github.com/open-source/sponsors
Developer articles	https://github.com/resources/articles
ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place.	https://github.blog/changelog/
Enterprises	https://github.com/enterprise
Team	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
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
See all industries	https://github.com/solutions/industry
Why GitHub	https://github.com/why-github
Customer Stories	https://github.com/customer-stories
Business insights	https://github.com/solutions/executive-insights
Trust Center	https://github.com/trust-center
GitHub Advanced SecurityEnterprise-grade code security	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
Documentation	https://docs.github.com/en
Resource center	https://github.com/resources
Blog	https://github.blog/
Events & webinars	https://github.com/resources/events
Community Forum	https://github.com/orgs/community/discussions
Customer Stories	https://github.com/customer-stories
Integrations	https://github.com/marketplace
Customer support	https://help.github.com/
Training	https://learn.github.com/skills
GitHub Status	https://www.githubstatus.com/
About	https://github.com/about
Partners	https://github.com/partners
Changelog	https://github.blog/changelog/
GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub.	https://githubuniverse.com/
Pricing	https://github.com/pricing
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FGokuMohandas%2FMade-With-ML
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=GokuMohandas%2FMade-With-ML
Reload	https://github.com/GokuMohandas/Made-With-ML
Reload	https://github.com/GokuMohandas/Made-With-ML
Reload	https://github.com/GokuMohandas/Made-With-ML
GokuMohandas	https://github.com/GokuMohandas
Made-With-ML	https://github.com/GokuMohandas/Made-With-ML
Code	https://github.com/GokuMohandas/Made-With-ML
Issues18 (18)	https://github.com/GokuMohandas/Made-With-ML/issues
Pull requests7 (7)	https://github.com/GokuMohandas/Made-With-ML/pulls
Actions	https://github.com/GokuMohandas/Made-With-ML/actions
Projects	https://github.com/GokuMohandas/Made-With-ML/projects
Security and quality	https://github.com/GokuMohandas/Made-With-ML/security
Insights	https://github.com/GokuMohandas/Made-With-ML/pulse
	https://github.com/GokuMohandas/Made-With-ML
Made-With-ML	https://github.com/GokuMohandas/Made-With-ML
Notifications	https://github.com/login?return_to=%2FGokuMohandas%2FMade-With-ML
Fork7.8k (7.8k)	https://github.com/login?return_to=%2FGokuMohandas%2FMade-With-ML
Star49.9k (49.9k)	https://github.com/login?return_to=%2FGokuMohandas%2FMade-With-ML
madewithml.com	https://madewithml.com
data-engineering	https://github.com/topics/data-engineering
data-quality	https://github.com/topics/data-quality
data-science	https://github.com/topics/data-science
deep-learning	https://github.com/topics/deep-learning
distributed-ml	https://github.com/topics/distributed-ml
distributed-training	https://github.com/topics/distributed-training
llmops	https://github.com/topics/llmops
llms	https://github.com/topics/llms
machine-learning	https://github.com/topics/machine-learning
mlops	https://github.com/topics/mlops
natural-language-processing	https://github.com/topics/natural-language-processing
python	https://github.com/topics/python
pytorch	https://github.com/topics/pytorch
ray	https://github.com/topics/ray
Readme	https://github.com/GokuMohandas/Made-With-ML#readme-ov-file
MIT license	https://github.com/GokuMohandas/Made-With-ML#MIT-1-ov-file
Activity	https://github.com/GokuMohandas/Made-With-ML/activity
7.8k forks	https://github.com/GokuMohandas/Made-With-ML/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FGokuMohandas%2FMade-With-ML&report=GokuMohandas+%28user%29
Branches	https://github.com/GokuMohandas/Made-With-ML/branches
Tags	https://github.com/GokuMohandas/Made-With-ML/tags
	https://github.com/GokuMohandas/Made-With-ML/branches
	https://github.com/GokuMohandas/Made-With-ML/tags
19 Commits	https://github.com/GokuMohandas/Made-With-ML/commits/main/
	https://github.com/GokuMohandas/Made-With-ML/commits/main/
.github/workflows	https://github.com/GokuMohandas/Made-With-ML/tree/main/.github/workflows
.github/workflows	https://github.com/GokuMohandas/Made-With-ML/tree/main/.github/workflows
datasets	https://github.com/GokuMohandas/Made-With-ML/tree/main/datasets
datasets	https://github.com/GokuMohandas/Made-With-ML/tree/main/datasets
deploy	https://github.com/GokuMohandas/Made-With-ML/tree/main/deploy
deploy	https://github.com/GokuMohandas/Made-With-ML/tree/main/deploy
docs	https://github.com/GokuMohandas/Made-With-ML/tree/main/docs
docs	https://github.com/GokuMohandas/Made-With-ML/tree/main/docs
madewithml	https://github.com/GokuMohandas/Made-With-ML/tree/main/madewithml
madewithml	https://github.com/GokuMohandas/Made-With-ML/tree/main/madewithml
notebooks	https://github.com/GokuMohandas/Made-With-ML/tree/main/notebooks
notebooks	https://github.com/GokuMohandas/Made-With-ML/tree/main/notebooks
tests	https://github.com/GokuMohandas/Made-With-ML/tree/main/tests
tests	https://github.com/GokuMohandas/Made-With-ML/tree/main/tests
.gitignore	https://github.com/GokuMohandas/Made-With-ML/blob/main/.gitignore
.gitignore	https://github.com/GokuMohandas/Made-With-ML/blob/main/.gitignore
.pre-commit-config.yaml	https://github.com/GokuMohandas/Made-With-ML/blob/main/.pre-commit-config.yaml
.pre-commit-config.yaml	https://github.com/GokuMohandas/Made-With-ML/blob/main/.pre-commit-config.yaml
LICENSE	https://github.com/GokuMohandas/Made-With-ML/blob/main/LICENSE
LICENSE	https://github.com/GokuMohandas/Made-With-ML/blob/main/LICENSE
Makefile	https://github.com/GokuMohandas/Made-With-ML/blob/main/Makefile
Makefile	https://github.com/GokuMohandas/Made-With-ML/blob/main/Makefile
README.md	https://github.com/GokuMohandas/Made-With-ML/blob/main/README.md
README.md	https://github.com/GokuMohandas/Made-With-ML/blob/main/README.md
mkdocs.yml	https://github.com/GokuMohandas/Made-With-ML/blob/main/mkdocs.yml
mkdocs.yml	https://github.com/GokuMohandas/Made-With-ML/blob/main/mkdocs.yml
pyproject.toml	https://github.com/GokuMohandas/Made-With-ML/blob/main/pyproject.toml
pyproject.toml	https://github.com/GokuMohandas/Made-With-ML/blob/main/pyproject.toml
requirements.txt	https://github.com/GokuMohandas/Made-With-ML/blob/main/requirements.txt
requirements.txt	https://github.com/GokuMohandas/Made-With-ML/blob/main/requirements.txt
README	https://github.com/GokuMohandas/Made-With-ML
MIT license	https://github.com/GokuMohandas/Made-With-ML
	https://camo.githubusercontent.com/a8976c0c99fe3514735a4ea123dfef01ffb16ee5766bcdcff8d958baf820c2e1/68747470733a2f2f6d616465776974686d6c2e636f6d2f7374617469632f696d616765732f726f756e6465645f6c6f676f2e706e67
Made With ML	https://madewithml.com/
	https://github.com/GokuMohandas/Made-With-ML#made-with-ml
	https://madewithml.com/
	https://github.com/GokuMohandas/Made-With-ML
	https://www.linkedin.com/in/goku
	https://twitter.com/GokuMohandas
top ML repositories	https://github.com/GokuMohandas/Made-With-ML
	https://github.com/GokuMohandas/Made-With-ML#lessons
https://madewithml.com/	https://madewithml.com/
GokuMohandas/Made-With-ML	https://github.com/GokuMohandas/Made-With-ML
	https://madewithml.com/#course
	https://github.com/GokuMohandas/Made-With-ML#overview
	https://camo.githubusercontent.com/b93bb89abd9fcb4ce233471ddf9c2d044a8658d748e5576440bc3ac6ddd6625e/68747470733a2f2f75706c6f61642e77696b696d656469612e6f72672f77696b6970656469612f636f6d6d6f6e732f7468756d622f302f30392f596f75547562655f66756c6c2d636f6c6f725f69636f6e5f253238323031372532392e7376672f36343070782d596f75547562655f66756c6c2d636f6c6f725f69636f6e5f253238323031372532392e7376672e706e67
	https://youtu.be/AWgkt8H8yVo
	https://github.com/GokuMohandas/Made-With-ML#audience
	https://github.com/GokuMohandas/Made-With-ML#set-up
course	https://madewithml/#course
sign up here	https://4190urw86oh.typeform.com/madewithml
	https://github.com/GokuMohandas/Made-With-ML#cluster
Anyscale Workspace	https://docs.anyscale.com/develop/workspaces/get-started
webpage UI	https://console.anyscale.com/o/madewithml/workspaces/add/blank
CLI	https://docs.anyscale.com/reference/anyscale-cli
AWS and GCP	https://docs.ray.io/en/latest/cluster/vms/index.html#cloud-vm-index
Kubernetes	https://docs.ray.io/en/latest/cluster/kubernetes/index.html#kuberay-index
on-prem	https://docs.ray.io/en/latest/cluster/vms/user-guides/launching-clusters/on-premises.html#on-prem
not listed here	https://docs.ray.io/en/latest/cluster/vms/user-guides/community/index.html#ref-cluster-setup
	https://github.com/GokuMohandas/Made-With-ML#git-setup
Create a new repository	https://github.com/new
	https://github.com/GokuMohandas/Made-With-ML#credentials
	https://github.com/GokuMohandas/Made-With-ML#virtual-environment
pyenv	https://github.com/pyenv/pyenv
pyenv-win	https://github.com/pyenv-win/pyenv-win
	https://github.com/GokuMohandas/Made-With-ML#notebook
jupyter notebook	https://github.com/GokuMohandas/Made-With-ML/blob/main/notebooks/madewithml.ipynb
	https://camo.githubusercontent.com/ccbad338571c5383a6e049608a3e8f6179d328ab2470c7b6b4dc5be2fe40d964/68747470733a2f2f6d616465776974686d6c2e636f6d2f7374617469632f696d616765732f6d6c6f70732f73797374656d732d64657369676e2f776f726b6c6f6164732e706e67
	https://camo.githubusercontent.com/e860acc0c326443256548c2dc0f0aab50247254a0068b68e164d6f2d19ca7376/68747470733a2f2f75706c6f61642e77696b696d656469612e6f72672f77696b6970656469612f636f6d6d6f6e732f7468756d622f332f33382f4a7570797465725f6c6f676f2e7376672f3132303070782d4a7570797465725f6c6f676f2e7376672e706e67
	https://github.com/GokuMohandas/Made-With-ML#scripts
	https://github.com/GokuMohandas/Made-With-ML#training
	https://github.com/GokuMohandas/Made-With-ML#tuning
	https://github.com/GokuMohandas/Made-With-ML#experiment-tracking
MLflow	https://mlflow.org/
MLflow Tracking UI	https://www.mlflow.org/docs/latest/tracking.html#tracking-ui
Weights & Biases	https://wandb.ai/site
Comet	https://www.comet.ml/
	http://localhost:8080/
http://localhost:8080/	http://localhost:8080/
Anyscale Workspaces	https://docs.anyscale.com/develop/workspaces/get-started
	https://github.com/GokuMohandas/Made-With-ML#evaluation
	https://github.com/GokuMohandas/Made-With-ML#inference
	https://github.com/GokuMohandas/Made-With-ML#serving
	https://github.com/GokuMohandas/Made-With-ML#testing
	https://github.com/GokuMohandas/Made-With-ML#production
cloud VM	https://docs.ray.io/en/latest/cluster/vms/index.html#cloud-vm-index
on-prem	https://docs.ray.io/en/latest/cluster/vms/user-guides/launching-clusters/on-premises.html#on-prem
slightly different	https://docs.ray.io/en/latest/cluster/running-applications/job-submission/index.html
upcoming live cohort	https://4190urw86oh.typeform.com/madewithml
	https://camo.githubusercontent.com/ec73688b55b4211ced5959fed2b25d6b30145e4b2dbe006c8066965b147a109e/68747470733a2f2f6d616465776974686d6c2e636f6d2f7374617469632f696d616765732f6d6c6f70732f6a6f62735f616e645f73657276696365732f6d616e75616c2e706e67
	https://github.com/GokuMohandas/Made-With-ML#authentication
	https://github.com/GokuMohandas/Made-With-ML#cluster-environment
cluster environment	https://github.com/GokuMohandas/Made-With-ML/blob/main/deploy/cluster_env.yaml
	https://github.com/GokuMohandas/Made-With-ML#compute-configuration
compute configuration	https://github.com/GokuMohandas/Made-With-ML/blob/main/deploy/cluster_compute.yaml
	https://github.com/GokuMohandas/Made-With-ML#anyscale-jobs
job	https://github.com/GokuMohandas/Made-With-ML/blob/main/deploy/jobs/workloads.yaml
workloads.yaml	https://github.com/GokuMohandas/Made-With-ML/blob/main/deploy/jobs/workloads.yaml
	https://github.com/GokuMohandas/Made-With-ML#anyscale-services
serve_model.yaml	https://github.com/GokuMohandas/Made-With-ML/blob/main/deploy/services/serve_model.yaml
	https://github.com/GokuMohandas/Made-With-ML#cicd
	https://camo.githubusercontent.com/6cc3936f4d5814371c8e153980b8f8ec8893c92e17f3490e83ef4d37a3719931/68747470733a2f2f6d616465776974686d6c2e636f6d2f7374617469632f696d616765732f6d6c6f70732f636963642f636963642e706e67
/settings/secrets/actions	https://github.com/GokuMohandas/Made-With-ML/settings/secrets/actions
New GitHub personal access token	https://github.com/settings/tokens/new
workloads workflow	https://github.com/GokuMohandas/Made-With-ML/blob/main/.github/workflows/workloads.yaml
	https://camo.githubusercontent.com/52b674e9c06bea3f5b5f7449dc1ae0ab900ea857b498e6e1931bb9252283dfbf/68747470733a2f2f6d616465776974686d6c2e636f6d2f7374617469632f696d616765732f6d6c6f70732f636963642f636f6d6d656e74732e706e67
serve workflow	https://github.com/GokuMohandas/Made-With-ML/blob/main/.github/workflows/serve.yaml
	https://github.com/GokuMohandas/Made-With-ML#continual-learning
data pipelines	https://madewithml.com/courses/mlops/data-engineering/
monitoring	https://madewithml.com/courses/mlops/monitoring/
online evaluation	https://madewithml.com/courses/mlops/evaluation/#online-evaluation
	https://camo.githubusercontent.com/fabe46c878b555739c75030cf2de3a85f467c7d95d580aaf3473bf40ed6c9016/68747470733a2f2f6d616465776974686d6c2e636f6d2f7374617469632f696d616765732f6d6c6f70732f636963642f636f6e74696e75616c2e706e67
	https://github.com/GokuMohandas/Made-With-ML#faq
	https://github.com/GokuMohandas/Made-With-ML#jupyter-notebook-kernels
madewithml.com	https://madewithml.com
data-engineering	https://github.com/topics/data-engineering
data-quality	https://github.com/topics/data-quality
data-science	https://github.com/topics/data-science
deep-learning	https://github.com/topics/deep-learning
distributed-ml	https://github.com/topics/distributed-ml
distributed-training	https://github.com/topics/distributed-training
llmops	https://github.com/topics/llmops
llms	https://github.com/topics/llms
machine-learning	https://github.com/topics/machine-learning
mlops	https://github.com/topics/mlops
natural-language-processing	https://github.com/topics/natural-language-processing
python	https://github.com/topics/python
pytorch	https://github.com/topics/pytorch
ray	https://github.com/topics/ray
Readme	https://github.com/GokuMohandas/Made-With-ML#readme-ov-file
MIT license	https://github.com/GokuMohandas/Made-With-ML#MIT-1-ov-file
Activity	https://github.com/GokuMohandas/Made-With-ML/activity
7.8k forks	https://github.com/GokuMohandas/Made-With-ML/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FGokuMohandas%2FMade-With-ML&report=GokuMohandas+%28user%29
	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.