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site_name: Python for Machine Learning
site_author: Rudra Prasad Bhuyan
site_description: A collection of Python resources for Machine Learning
site_url: https://github.com/Rudra-G-23/python-for-machine-learning
repo_url: https://github.com/Rudra-G-23/python-for-machine-learning
repo_name: Rudra-G-23/python-for-machine-learning
edit_uri: edit/main/docs/
copyright: Copyright © 2025 Rudra Prasad Bhuyan. All rights reserved.
# Theme
theme:
name: material
icon:
annotation: material/star-four-points-circle
features:
- announce.dismiss
- content.action.edit
- content.action.view
- content.code.annotate
- content.code.copy
- content.code.select
#- content.footnote.tooltips
- content.tabs.link
- content.tooltips
# - header.autohide
# - navigation.expand
- navigation.footer
- navigation.indexes
- navigation.instant
- navigation.instant.prefetch
- navigation.instant.progress
- navigation.prune
# - navigation.sections
- navigation.tabs
# - navigation.tabs.sticky
- navigation.top
- navigation.tracking
- navigation.path
- search.highlight
- search.share
- search.suggest
- toc.follow
#- toc.integrate
palette:
- scheme: default
primary: '#5e17eb'
toggle:
icon: material/brightness-4
name: Switch to dark mode
- scheme: slate
primary: '#5e17eb'
toggle:
icon: material/brightness-7
name: Switch to light mode
font:
text: Roboto
code: Roboto Mono
icon:
logo: material/language-python
# Plugins
plugins:
- search:
separator: '[\s\u200b\-_,:!=\[\]()"`/]+|\.(?!\d)|&[lg]t;|(?!\b)(?=[A-Z][a-z])'
- git-revision-date-localized:
enable_creation_date: true
fallback_to_build_date: true
enable_git_follow: false
# Extensions
markdown_extensions:
- abbr
- admonition
- attr_list
- def_list
- footnotes
- md_in_html
- toc:
permalink: true
- pymdownx.arithmatex:
generic: true
- pymdownx.betterem:
smart_enable: all
- pymdownx.caret
- pymdownx.details
- pymdownx.emoji:
emoji_generator: !!python/name:material.extensions.emoji.to_svg
emoji_index: !!python/name:material.extensions.emoji.twemoji
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.keys
- pymdownx.magiclink:
normalize_issue_symbols: true
repo_url_shorthand: true
user: squidfunk
repo: mkdocs-material
- pymdownx.mark
- pymdownx.smartsymbols
- pymdownx.snippets:
auto_append:
- includes/mkdocs.md
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.tabbed:
alternate_style: true
combine_header_slug: true
slugify: !!python/object/apply:pymdownx.slugs.slugify
kwds:
case: lower
- pymdownx.tasklist:
custom_checkbox: true
- pymdownx.tilde
# Social Media Links
extra:
social:
- icon: fontawesome/brands/github
link: https://github.com/Rudra-G-23/
name: Github
- icon: fontawesome/brands/youtube
link: https://www.youtube.com/@Rudra_love_with_data
name: YouTube
- icon: fontawesome/brands/linkedin
link: https://www.linkedin.com/in/rudra-prasad-bhuyan-44a388235/
name: LinkedIn
- icon: fontawesome/brands/kaggle
link: https://www.kaggle.com/rudraprasadbhuyan
name: Kaggle
- icon: fontawesome/brands/pinterest
link: https://in.pinterest.com/rudraprasadbhuyan23
name: Pinterest
nav:
- Home: index.md
- Basic:
- Python Basics: basic-concepts/python-basic.md
- Loops: basic-concepts/loop-1.md
- Pattern: basic-concepts/loop-2.md
- Data Structures:
- String: data-structures/string.md
- List: data-structures/list.md
- Tuple: data-structures/tuple.md
- Set: data-structures/set.md
- Dictionary: data-structures/dictionary.md
- OOP:
- Functions: oop/functions.md
- Cool Functions: oop/cool-functions.md
- Abstraction: oop/abstraction.md
- Encapsulation: oop/encapsulation.md
- Inheritance: oop/inheritance.md
- Polymorphism: oop/polymorphism.md
- Intermediate:
- Overview: intermediate-python/index.md