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site_name: Machine Learning Notes
nav:
- Home: 'index.md'
- Proyectos:
- 'Knowledge Graph': 'PROYECTOS/KG_CODE/intro.md'
- Data Analysis:
- 'The Six Phases of data Analysis': '00_DATA/README.md'
- 'Dimensions of Data Analytics': '00_DATA/section_01.md'
- 'Databases':
- 'Introduction': '00_DATA/section_02.md'
- 'OpenTSDB': '00_DATA/databases/opentsdb.md'
- 'Goku': '00_DATA/databases/goku.md'
- Math:
- 'section 1': '05_MATH/section_01.md'
- 'section 2': '05_MATH/section_02.md'
- Machine Learning:
- Supervised-Learning:
- 'Introduction': '01_SUPERVISED_LEARNING/section_01.md'
- 'Linear Regressions': '01_SUPERVISED_LEARNING/section_02.md'
- 'Support Vector Machines': '01_SUPERVISED_LEARNING/section_03.md'
- Unsupervised-Learning: '02_UNSUPERVISED_LEARNING/section_01.md'
- LLM:
- 'Introduction': '10_LLM/intro.md'
- 'Prompt': '10_LLM/prompt.md'
- 'Open Source': '10_LLM/open_source.md'
- 'ChatBot': '10_LLM/RAGS/build_llm_rag_chatbot_langchain.md'
- 'MCP':
- 'Intro': '10_LLM/MCP/section_01.es.md'
- 'Clientes para usar MCPs': '10_LLM/MCP/section_02.es.md'
- 'MCP example': '10_LLM/MCP/section_03.es.md'
- 'MCP context': '10_LLM/MCP/section_04.es.md'
- JARVIS:
- 'intro': '11_JARVIS/intro.md'
- Workflows: '04_WORKFLOWS/section_01.md'
- Data Mining: '02_UNSUPERVISED_LEARNING/section_01.md'
- Graph Analysis:
- 'Introduction': '08_GRAPH/intro.md'
- 'Knowledge Graph': '08_GRAPH/graph_definitions.md'
theme:
name: material
features:
- content.code.annotate
- content.code.copy
- content.code.select
palette:
scheme: slate
primary: indigo
accent: indigo
highlightjs: true
hljs_languages:
- yaml
- python
- typespec
- rust
collapse_navigation: True
locale: es
plugins:
- search
- mermaid2
- glightbox
extra_javascript:
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg-full.js
- https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.4/MathJax.js?config=TeX-AMS-MML_HTMLorMML
markdown_extensions:
- smarty
- mdx_math
- pymdownx.arithmatex
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.snippets
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- attr_list
- md_in_html
- pymdownx.blocks.caption