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hax712x's Issues

Pandas file: issue with bike dataset

The current version does not work anymore.
Columns name have been changed, partially, the patch is not complete for the whole tp.qmd file. though.

[ENH] - text encoding

It would be interesting to add a specific course on text handling:

  • with f-strings
  • UTF8 / Unicode
  • advice such as : no space in naming...
  • etc.

Numpy synthesis

Create an adaptation of the page (with colors ="Oranges" instead of purples).
https://github.com/rougier/numpy-tutorial

x for vectors.
M for matrices

Adding:

Creation: add on top of them:

  • np.eye
  • np.diag(x), np.diag(x,k=-1)

Reshaping

  • reshape is row order, add a column order version (e.g., try order='F' or order='C')

  • np.transposition / Z.T

  • reordering: X[::-1]

  • np.meshgrid

Slicing

Operations

  • np.sum(Z, axis=1)
  • np.mean(Z, axis=1), np.mean(Z, axis=1)
  • np.concatenate / np.hstack / np.vstack
    - matrix multiplication
  • matrix power
  • np.log/exp etc.

Broadcasting

  • np.inv (say on a permutation matrix)

Add a requirement file

We should consider adding a requirement.txt file with quarto dependencies and the python module needed to built the project.

ipyleaflet
mapclassify
osmnx
pandas
numpy
memory_profiler
line_profiler

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