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Software to add

Ashley Smith edited this page Jan 7, 2020 · 16 revisions

Jupyter Extensions

Investigate situation with linters for notebooks

Investigate best option for holoviz setup https://holoviz.org/installation.html

  • jupyterlab-topbar-extension jupyterlab-system-monitor

Python packages (general)

  • intake
  • Packages associated with holoviz
  • geopandas

available with conda / conda-forge / pyviz channels - which to choose?

bokeh
nodejs

Python packages (research domain specific)

(all available through pip)

chaosmagpy    https://github.com/ancklo/ChaosMagPy
pysat         https://github.com/pysat/pysat        (check that NASA CDF is set up right)
pytplot       https://github.com/MAVENSDC/pytplot
ocbpy         https://github.com/aburrell/ocbpy
apexpy        https://github.com/aburrell/apexpy
aacgmv2       https://github.com/aburrell/aacgmv2

available through conda-forge or pip

heliopy       https://github.com/heliopython/heliopy
  but need to check what additional optional dependencies to include: http://docs.heliopy.org/en/stable/guide/installing.html
spiceypy      https://github.com/AndrewAnnex/SpiceyPy

From Ask

good - not installed:

  • basemap
  • ggplot (or ggplot2, may actually be called plotnine)
  • pygal
  • Plotly (or Plot.ly)
  • geoplotlib
  • Gleam
  • missingno
  • Leather
  • folium
  • PyROOT (might be require also instaling the ROOT framework)
  • PyGSL (might require also getting the tool gsl)
  • GMPY2 (might require also getting the tool gmp)
  • PyAMG
  • PyTrilinos
  • paramnormal
  • MetroloPy
  • Chaco
  • PyQwt
  • HippoDraw
  • Binggles
  • gnuplot.py (assumes the tool gnuplot is also installed)
  • OpenCV
  • Veusz
  • PyX
  • Dot2Tex
  • VPython
  • Pandas3D
  • SpaceFuncs
  • pyqtgraph
  • autograd
  • AstroPy
  • BOTEC
  • APLpy
  • Healpy
  • Pysolar
  • pywcgrid
  • pyregion
  • monte
  • PyMC2
  • PyBayes
  • NIFTY
  • SimPy
  • EMPy
  • scikit-rf
  • OSGeo
  • SimPEG
  • Colour

less important - not installed:

  • pytest
  • hypothesis
  • twine
  • wheel
  • networkx
  • nose
  • numpydoc
  • Bottleneck
  • KryPy
  • IDL
  • SMOP
  • pygame (some use for its visualization libraries)
  • Yellowbrick
  • graceplot (assumes the tool Grace is also installed)
  • pyreport
  • CMA
  • CVXOPT
  • CVXPY
  • DEAP
  • ECsPy
  • Mystic
  • PuLP
  • PyEvolve
  • scikits.optimization
  • FUncDesigner
  • PyMPI
  • Pypar
  • Joblib
  • jug
  • Pyslice
  • PyOpenCL
  • PyCUDA
  • PyCSP
  • pyem
  • hcluster
  • PyPR
  • Theano
  • Mousai
  • CDAT
  • seawater
  • atmqty
  • NZMATH
  • mdp
  • FiPy
  • SfePy
  • FEval
  • peak-o-mat

Packages currently installed

Package                  Version
------------------------ -----------
alabaster                0.7.12
alembic                  1.0.8
apexpy                   1.0.3
asn1crypto               0.24.0
async-generator          1.10
attrs                    19.1.0
Babel                    2.7.0
backcall                 0.1.0
beautifulsoup4           4.7.1
bleach                   3.1.0
blinker                  1.4
bokeh                    1.0.4
Cartopy                  0.17.0
cdflib                   0.3.16
certifi                  2019.6.16
certipy                  0.1.3
cffi                     1.12.3
chardet                  3.0.4
Click                    7.0
cloudpickle              0.8.1
conda                    4.6.14
conda-package-handling   1.4.1
cryptography             2.7
cycler                   0.10.0
Cython                   0.29.7
cytoolz                  0.9.0.1
dask                     1.1.5
decorator                4.4.0
defusedxml               0.5.0
dill                     0.2.9
distributed              1.28.0
docutils                 0.15.2
entrypoints              0.3
eoxmagmod                0.9.5
fastcache                1.1.0
ffnet                    0.8.4
filelock                 3.0.10
future                   0.17.1
glob2                    0.7
gmdata-webinterface      1.0.8
gmpy2                    2.0.8
h5py                     2.9.0
heapdict                 1.0.0
ibp                      0.6.0
idna                     2.8
imageio                  2.5.0
imagesize                1.1.0
ipykernel                5.1.2
ipympl                   0.3.3
ipyparallel              6.2.4
ipython                  7.8.0
ipython-genutils         0.2.0
ipywidgets               7.5.1
jedi                     0.15.1
Jinja2                   2.10.1
jsonschema               3.0.2
jupyter                  1.0.0
jupyter-client           5.3.1
jupyter-console          6.0.0
jupyter-core             4.4.0
jupyterhub               1.0.0
jupyterlab               0.35.5
jupyterlab-server        0.2.0
kiwisolver               1.1.0
libarchive-c             2.8
lief                     0.9.0
llvmlite                 0.27.1
locket                   0.2.0
magpysv                  1.0
Mako                     1.0.7
MarkupSafe               1.1.1
matplotlib               3.1.1
metakernel               0.24.2
mistune                  0.8.4
mock                     3.0.5
mpmath                   1.1.0
msgpack                  0.6.1
nbconvert                5.6.0
nbformat                 4.4.0
networkx                 2.3
notebook                 6.0.1
numba                    0.42.1
numexpr                  2.6.9
numpy                    1.17.1
oauthlib                 3.0.1
octave-kernel            0.31.0
olefile                  0.46
OWSLib                   0.18.0
packaging                19.0
pamela                   1.0.0
pandas                   0.24.2
pandocfilters            1.4.2
parso                    0.5.1
partd                    0.3.9
patsy                    0.5.1
pexpect                  4.7.0
pickleshare              0.7.5
Pillow                   6.1.0
pip                      19.2.3
pkginfo                  1.5.0.1
prometheus-client        0.7.1
prompt-toolkit           2.0.9
protobuf                 3.7.1
psutil                   5.6.2
ptyprocess               0.6.0
pyamps                   1.3.1
pycosat                  0.6.3
pycparser                2.19
pycryptodome             3.9.0
pycurl                   7.43.0.2
pyepsg                   0.4.0
Pygments                 2.4.2
PyJWT                    1.7.1
pykdtree                 1.3.1
pyOpenSSL                19.0.0
pyparsing                2.4.2
pyproj                   2.3.1
pyrsistent               0.15.4
pyshp                    2.1.0
PySocks                  1.7.0
python-dateutil          2.8.0
python-editor            1.0.4
pytz                     2019.2
PyWavelets               1.0.3
PyYAML                   5.1
pyzmq                    18.0.2
qtconsole                4.5.5
requests                 2.22.0
ruamel-yaml              0.15.71
scikit-image             0.14.2
scikit-learn             0.20.3
scipy                    1.3.1
seaborn                  0.9.0
Send2Trash               1.5.0
setuptools               41.2.0
Shapely                  1.6.4.post2
six                      1.12.0
snowballstemmer          1.9.1
sortedcontainers         2.1.0
soupsieve                1.9.1
spacepy                  0.2.0
Sphinx                   1.8.5
sphinxcontrib-websupport 1.1.2
SQLAlchemy               1.3.3
statsmodels              0.9.0
swarmpyfac               0.1.2
sympy                    1.3
tables                   3.5.2
tblib                    1.3.2
terminado                0.8.2
testpath                 0.4.2
toolz                    0.9.0
tornado                  6.0.3
tqdm                     4.35.0
traitlets                4.3.2
urllib3                  1.25.3
vincent                  0.4.4
viresclient              0.4.3
wcwidth                  0.1.7
webencodings             0.5.1
wheel                    0.33.6
widgetsnbextension       3.5.1
xarray                   0.12.3
xlrd                     1.2.0
zict                     0.1.4
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