Kyso's Default Docker Image

#Kyso's-Default-Docker-Image

Here are the details on the docker image that we run when you start a new Jupyterlab workspace on Kyso. It's a comprehensive image for doing data-science and machine learning with python, so you have a ready-made environment for doing data-science with python (python3). We include many typical programs like git and nano, and many python libraries like Jupyter, Tensorflow, Numpy, Scipy and Pandas. We also include plotting libraries like Matplotlib, Seaborn, Plotly and Bokeh.

You can also use the Jupyterlab terminal to manually install packages not currently on the default image - check out this guide here on how to do this: https://kyso.io/KyleOS/kyso-terminal.

Installed Jupyterlab Extensions

#Installed-Jupyterlab-Extensions

Here is a list of cool Jupyterlab extensions that we have pre-installed.

The jupyterlab-chart-editor refers to the plotly extension that allows you to customise generated plotly charts using a user-friendly point-and-click interface - no code required!

kyso/jupyterlab is our own custom extension that enables you to publish to your Kyso account from any server.

ExtensionVersion
jupyterlab/plotly-extensionv0.18.1
jupyterlab/statusbarv0.5.0
kyso/jupyterlabv1.11.3
jupyterlab-chart-editorv1.0.0

Data Science and Machine Learning Libraries

#Data-Science-and-Machine-Learning-Libraries

Here is a list of relevant programs and python libraries installed on the environment. Contact us on support@kyso.io if you want to request extra programs or libraries. Our python libraries get installed using the 'pip3' command, so will work best with python3.

PackageVersion
absl-py0.5.0
alembic0.9.9
appdirs1.4.3
asn1crypto0.24.0
async-generator1.10
atari-py0.1.7
attrs18.1.0
Automat0.0.0
backcall0.1.0
backports.weakref1.0.post1
beautifulsoup44.6.3
bleach1.5.0
bokeh0.12.16
boto2.49.0
boto31.9.52
botocore1.12.52
box2d-py2.3.8
bqplot0.11.2
bz2file0.98
certifi2018.11.29
cffi1.11.5
chardet3.0.4
Click7.0
cloudpickle0.5.6
colorlover0.3.0
conda4.5.8
constantly15.1.0
cryptography2.5
cufflinks0.14.6
cycler0.10.0
Cython0.28.5
dash0.30.0
dash-core-components0.38.1
dash-html-components0.13.2
dash-renderer0.15.1
dask0.19.2
decorator4.3.0
dill0.2.8.2
Django2.1.3
docutils0.14
dumb-init1.2.2
easyAI1.0.0.4
EasyProcess0.2.5
entrypoints0.2.3
fastcache1.0.2
Flask1.0.2
Flask-Compress1.4.0
future0.17.1
gcloud0.17.0
gensim3.6.0
gmpy22.0.8
googleapis-common-protos1.5.5
gym0.10.9
h5py2.7.1
html5lib0.9999999
httplib20.12.0
hyperlink17.3.1
idna2.7
imageio2.3.0
incremental17.5.0
ipydatawidgets4.0.0
ipykernel4.8.2
ipyleaflet0.9.1
ipython6.5.0
ipython-genutils0.2.0
ipyvolume0.5.1
ipywebrtc0.4.3
ipywidgets7.2.1
itsdangerous1.1.0
jedi0.12.1
Jinja22.10
jmespath0.9.3
joblib0.13.0
jsonschema2.6.0
jupyter1.0.0
jupyter-client5.2.3
jupyter-console6.0.0
jupyter-contrib-core0.3.3
jupyter-contrib-nbextensions0.5.0
jupyter-core4.4.0
jupyter-dashboards0.7.0
jupyter-highlight-selected-word0.2.0
jupyter-kernel-gateway2.1.0
jupyter-latex-envs1.4.4
jupyter-nbextensions-configurator0.4.0
jupyterhub0.9.2
jupyterlab0.35.4
jupyterlab-launcher0.13.1
jupyterlab-server0.2.0
jws0.1.3
Keras2.1.6
kiwisolver1.0.1
llvmlite0.23.0
lxml4.2.5
Mako1.0.7
Markdown2.6.11
MarkupSafe1.0
matplotlib2.2.3
mistune0.8.3
nbconvert5.3.1
nbformat4.4.0
nbresuse0.3.0
networkx2.2
neurolab0.3.5
nltk3.4
nose1.3.7
notebook5.6.0
numba0.38.1
numexpr2.6.6
numpy1.13.3
oauth2client3.0.0
oauthenticator0.8.0
olefile0.46
packaging18.0
pamela0.3.0
pandas0.23.4
pandas-datareader0.7.0
pandocfilters1.4.2
parso0.3.1
patsy0.5.0
pexpect4.6.0
pickleshare0.7.4
Pillow5.3.0
pip18.1
plotly3.4.2
prometheus-client0.3.0
prompt-toolkit1.0.15
protobuf3.6.0
psutil5.4.8
ptyprocess0.6.0
pyasn10.4.4
pyasn1-modules0.2.1
pycosat0.6.3
pycparser2.18
pycryptodome3.4.3
pycurl7.43.0.2
pyglet1.3.2
Pygments2.2.0
pygpu0.7.6
pymc33.5
PyOpenGL3.1.0
pyOpenSSL18.0.0
pyparsing2.2.2
Pyrebase3.0.27
pyscreenshot0.5.1
PySocks1.6.8
python-dateutil2.7.3
python-editor1.0.3
python-jwt2.0.1
python-oauth21.0.1
pythreejs2.0.2
pytz2018.5
PyVirtualDisplay0.2.1
PyWavelets1.0.1
PyYAML3.13
pyzmq17.1.2
qtconsole4.4.3
requests2.19.1
requests-toolbelt0.7.0
retrying1.3.3
rise5.4.1
rsa4.0
ruamel-yaml0.15.44
s3transfer0.1.13
scikit-image0.14.1
scikit-learn0.19.2
scipy1.1.0
seaborn0.9.0
Send2Trash1.5.0
service-identity17.0.0
setuptools40.0.0
Shapely1.6.4.post2
simpleai0.8.2
simplegeneric0.8.1
singledispatch3.4.0.3
six1.11.0
smart-open1.7.1
sodapy1.5.0
SQLAlchemy1.2.12
statsmodels0.9.0
sympy1.1.1
tensorflow1.5.1
tensorflow-tensorboard1.5.1
terminado0.8.1
testpath0.3.1
Theano1.0.3
toolz0.9.0
tornado5.1
tqdm4.28.1
traitlets4.3.2
traittypes0.2.1
Twisted18.7.0
urllib31.23
vincent0.4.4
wcwidth0.1.7
webencodings0.5
Werkzeug0.14.1
wheel0.31.1
widgetsnbextension3.2.1
wrapt1.10.11
xarray0.10.7
xlrd1.1.0
zope.interface4.5.0