recomended environments and packages
Environments and package often used by tmiyama tmiyama.icon.
To install
anaconda
To run python
jupyter
Jupyterlab
Basic
numpy
handles dimensional data
can handle missing data
scipy
numerical receipes
matplotlib
de facto standard plotting
MATLAB-like interface
To handle time series data
pandas
To handle 4 dimensional data
xarray
entension of pandas for multi-dimensional data
read and write netcdf
To draw mapss
Cartopy
To read grads file
py3grads
To partially use fortran
f2py
For machine-learning
scikit-learn
To speed up codes
dask
numba
Notes:
2020/6/3 Presentation at APL informal meeting
https://gist.github.com/tmiyama/30c3a069e5e391012e7dcaa6e7b5d7f2
2019/4/17 北大低温研でpython講習会をした時の資料
https://gist.github.com/tmiyama/0611fcbd04cfc1a3a1573befde94e503