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TODO: Describe the installation process
Ales Kuchar kuchaale
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| """ | |
| pysom.py is a python script for self-organizing map (SOM). | |
| """ | |
| import numpy as np | |
| import matplotlib.pyplot as plt | |
| # learning paras. | |
| loop = 1000 # def: 1000 | |
| alpha_base = 1.0 # def: 1.0 |
kuchaale
/ README.md
Created
August 14, 2017 09:57
— forked from zenorocha/README.md
A template for Github READMEs (Markdown) + Sublime Snippet
kuchaale
/ Finite differencing with xarray and dask.ipynb
Created
May 22, 2017 15:45
— forked from spencerkclark/Finite differencing with xarray and dask.ipynb
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kuchaale
/ Finite differencing with xarray and dask.ipynb
Created
May 22, 2017 15:45
— forked from spencerkclark/Finite differencing with xarray and dask.ipynb
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kuchaale
/ aggregate.py
Created
January 27, 2017 08:55
— forked from rabernat/aggregate.py
aggregation routines for coarse graining
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| # implement my own aggregation downsampling function | |
| from itertools import product | |
| import numpy as np | |
| import xarray as xr | |
| def aggregate(data, factor=2, mean=True): | |
| ndim = data.ndim | |
| shape = data.shape | |
| # promote single value to list |
kuchaale
/ test_apply.ipynb
Created
November 21, 2016 16:40
— forked from rabernat/test_apply.ipynb
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kuchaale
/ MOLA_datashader.ipynb
Created
October 6, 2016 21:50
— forked from kidpixo/MOLA_datashader.ipynb
MOLA_datashader.ipynb
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kuchaale
/ xarray_groupby_multiple_dims.py
Created
June 15, 2016 11:14
— forked from rabernat/xarray_groupby_multiple_dims.py
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| import xarray as xr | |
| import numpy as np | |
| # create an example dataset | |
| da = xr.DataArray(np.random.rand(10,30,40), dims=['time', 'lat', 'lon']) | |
| # define a function to compute a linear trend of a timeseries | |
| def linear_trend(x): | |
| pf = np.polyfit(x.time, x, 1) | |
| # we need to return a dataarray or else xarray's groupby won't be happy |
kuchaale
/ cartopy_wrap_example.ipynb
Created
June 15, 2016 11:13
— forked from darothen/cartopy_wrap_example.ipynb
Example of adding cyclic points to DataArrays for plotting with Cartopy
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