_toc.yml

format: jb-book
root: README
parts:
- caption: "Introducción"
  numbered: true
  chapters:
  - file: contents/preliminaries/intro
  - file: contents/preliminaries/python3
  - file: contents/preliminaries/env_management
  - file: contents/preliminaries/git
- caption: "Ambiente jupyter"
  numbered: true
  chapters:
  - file: contents/jupyter/intro
  - file: contents/jupyter/tutorial
  - file: contents/jupyter/ipython_display
  - file: contents/jupyter/beyond_python
- caption: "Análisis de datos con Pandas"
  numbered: true
  chapters:
    - file: contents/pandas/part1
    - file: contents/pandas/part2
    - file: contents/pandas/part3
    - file: contents/pandas/part4
- caption: "Visualización de datos con Matplotlib"
  numbered: true
  chapters:
    - file: contents/visualization/matplotlib1
    - file: contents/visualization/matplotlib2
    - file: contents/visualization/goodvisualizations
    - file: contents/visualization/ipywidgets
- caption: "Matemática computacional con Numpy y Scipy"
  numbered: true
  chapters:
    - file: contents/numpy/numpy1
    - file: contents/numpy/numpy2
    - file: contents/linalg/intro
    - file: contents/linalg/linalg1
    - file: contents/linalg/eigvals
    - file: contents/calculus/optimization
    - file: contents/calculus/ode_integration
- caption: "Estadística con Scipy"
  numbered: true
  chapters:
    - file: contents/statistics/intro
    - file: contents/statistics/distributions
    - file: contents/statistics/descriptive
    - file: contents/statistics/model_fitting
    - file: contents/statistics/hypothesis
    - file: contents/statistics/bootstrap
- caption: "Aprendizaje de máquinas con Scikit-Learn"
  numbered: true
  chapters:
    - file: contents/sklearn/intro
    - file: contents/sklearn/pca
    - file: contents/sklearn/kmeans
    - file: contents/sklearn/naivebayes
    - file: contents/sklearn/metrics
- caption: "Alto rendimiento en Python"
  numbered: true
  chapters:
    - file: contents/hpc/intro
    - file: contents/hpc/profiling
    - file: contents/hpc/python
    - file: contents/hpc/vectorization
    - file: contents/hpc/cython
    - file: contents/hpc/parallel
      #    - file: contents/hpc/appendix