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other:uvcdat:cdat_conda:cdat_8_2_1 [2022/02/10 15:14]
jypeter [Extra packages list] Added intake and intake-esm
other:uvcdat:cdat_conda:cdat_8_2_1 [2022/03/25 09:01]
jypeter [Extra packages list] Added nccmp
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     * need to install ''​eccodes''​ and ''​python-eccodes''​ ([[https://​github.com/​ecmwf/​eccodes-python/​issues/​56|details]])     * need to install ''​eccodes''​ and ''​python-eccodes''​ ([[https://​github.com/​ecmwf/​eccodes-python/​issues/​56|details]])
     * see also ''​cfgrib''​ and ''​pygrib''​     * see also ''​cfgrib''​ and ''​pygrib''​
 +  * [[https://​docs.esmvaltool.org/​en/​latest/​|ESMValTool]]:​ Earth System Model Evaluation Tool
 +    * not installed yet (March 2022) because it required download of 302 Mb extra packages and a downgrade of gdal
   * [[http://​ferret.pmel.noaa.gov/​Ferret/​documentation/​pyferret|pyferret]] and ''​ferret_datasets'':​ Ferret encapsulated in Python   * [[http://​ferret.pmel.noaa.gov/​Ferret/​documentation/​pyferret|pyferret]] and ''​ferret_datasets'':​ Ferret encapsulated in Python
   * OSGeo/​[[http://​www.gdal.org/​|gdal]]:​ Geospatial Data Abstraction Library. GDAL is a translator library for raster and vector geospatial data formats   * OSGeo/​[[http://​www.gdal.org/​|gdal]]:​ Geospatial Data Abstraction Library. GDAL is a translator library for raster and vector geospatial data formats
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     * install sample data with ''​conda install -c conda-forge iris-sample-data''​     * install sample data with ''​conda install -c conda-forge iris-sample-data''​
   * [[https://​joblib.readthedocs.io/​en/​latest/​|joblib]]:​ running Python functions as pipeline jobs   * [[https://​joblib.readthedocs.io/​en/​latest/​|joblib]]:​ running Python functions as pipeline jobs
 +  * [[https://​gitlab.com/​remikz/​nccmp|nccmp]]:​ compare two NetCDF files bitwise, semantically or with a user defined tolerance (absolute or relative percentage)
 +    * can probably also be done with [[https://​code.mpimet.mpg.de/​projects/​cdo/​embedded/​index.html#​x1-580002.1.3|cdo diff]]
   * [[https://​opencv.org/​|OpenCV]]:​ OpenCV (Open Source Computer Vision Library) is an open-source library that includes several hundreds of computer vision algorithms. See also [[https://​www.geeksforgeeks.org/​opencv-python-tutorial/​|OpenCV Python Tutorial]] and **scikit-image**   * [[https://​opencv.org/​|OpenCV]]:​ OpenCV (Open Source Computer Vision Library) is an open-source library that includes several hundreds of computer vision algorithms. See also [[https://​www.geeksforgeeks.org/​opencv-python-tutorial/​|OpenCV Python Tutorial]] and **scikit-image**
   * [[https://​jiffyclub.github.io/​palettable/​|Palettable]]:​ Color palettes for Python ''​[color]''​   * [[https://​jiffyclub.github.io/​palettable/​|Palettable]]:​ Color palettes for Python ''​[color]''​
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   * [[https://​github.com/​jswhit/​pygrib|pygrib]]:​ high-level interface to the ECWMF ECCODES C library for reading GRIB files   * [[https://​github.com/​jswhit/​pygrib|pygrib]]:​ high-level interface to the ECWMF ECCODES C library for reading GRIB files
     * see also ''​eccodes''​ and ''​cfgrib''​     * see also ''​eccodes''​ and ''​cfgrib''​
 +  * [[https://​pyleoclim-util.readthedocs.io/​|pyleoclim]]:​ a Python package designed for the analysis of paleoclimate data
 +    * **Wait** till it can be installed with ''​conda''​ ([[https://​github.com/​LinkedEarth/​Pyleoclim_util/​discussions/​205|Why I'm not installing Pyleoclim yet]])
   * [[https://​rpy2.github.io/​|rpy2]]:​ an interface to R running embedded in a Python process   * [[https://​rpy2.github.io/​|rpy2]]:​ an interface to R running embedded in a Python process
   * [[http://​scikit-image.org/​|scikit-image]]:​ a collection of algorithms for image processing in Python   * [[http://​scikit-image.org/​|scikit-image]]:​ a collection of algorithms for image processing in Python
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     * see also //gsw//     * see also //gsw//
   * [[https://​www.statsmodels.org/​|statsmodels]]:​ a Python module that provides classes and functions for the estimation of many different statistical models, as well as for conducting statistical tests, and statistical data exploration.   * [[https://​www.statsmodels.org/​|statsmodels]]:​ a Python module that provides classes and functions for the estimation of many different statistical models, as well as for conducting statistical tests, and statistical data exploration.
 +  * [[https://​github.com/​SatAgro/​suntime|suntime]]:​ simple sunset and sunrise time calculation python library
 +    * **Warning**:​ not available in conda, use ''​pip install suntime''​
   * [[https://​www.tensorflow.org/​|tensorflow-mkl]]:​ an end-to-end open source machine learning platform ​   * [[https://​www.tensorflow.org/​|tensorflow-mkl]]:​ an end-to-end open source machine learning platform ​
     * [[https://​anaconda.org/​anaconda/​tensorflow-mkl|tensorflow-mkl]] will install the **CPU**-based (**not GPU**) version     * [[https://​anaconda.org/​anaconda/​tensorflow-mkl|tensorflow-mkl]] will install the **CPU**-based (**not GPU**) version
other/uvcdat/cdat_conda/cdat_8_2_1.txt · Last modified: 2024/03/07 16:49 by jypeter