Sign inSign up

taewanme/pyml

By taewanme

Updated almost 8 years ago

Python Env for Machine Learning & Deep Learning

Image
1

937

taewanme/pyml repository overview

Docker Image for Machine Learning & Deep Learning based on Python3

  • This Image is managed by Taewan Kim [email protected]
  • This Image is build as a environment for ML Study forced on ML & DL
  • This Image is composed with following libraries and servers.
opencv-python       3.4.2
absl-py             0.5.0
asn1crypto          0.24.0
astor               0.7.1
attrs               18.2.0
Automat             0.7.0
backcall            0.1.0
beautifulsoup4      4.6.3
bleach              3.0.0
bokeh               0.13.0
cffi                1.11.5
constantly          15.1.0
cryptography        2.3.1
cssselect           1.0.3
cycler              0.10.0
decorator           4.3.0
defusedxml          0.5.0
entrypoints         0.2.3
gast                0.2.0
grpcio              1.15.0
h5py                2.8.0
hyperlink           18.0.0
idna                2.6
incremental         17.5.0
ipykernel           5.0.0
ipython             7.0.1
ipython-genutils    0.2.0
ipywidgets          7.4.2
jedi                0.13.1
Jinja2              2.10
JPype1              0.6.3
jsonschema          2.6.0
jupyter             1.0.0
jupyter-client      5.2.3
jupyter-console     6.0.0
jupyter-core        4.4.0
Keras               2.2.4
Keras-Applications  1.0.6
Keras-Preprocessing 1.0.5
keyring             10.6.0
keyrings.alt        3.0
kiwisolver          1.0.1
konlpy              0.4.4
lxml                4.2.5
Markdown            3.0.1
MarkupSafe          1.0
matplotlib          3.0.0
mglearn             0.1.6
mistune             0.8.3
nbconvert           5.4.0
nbformat            4.4.0
networkx            2.2
nltk                3.3
notebook            5.7.0
numpy               1.15.2
packaging           18.0
pandas              0.23.4
pandocfilters       1.4.2
parsel              1.5.0
parso               0.3.1
pexpect             4.6.0
pickleshare         0.7.5
Pillow              5.3.0
pip                 18.0
prometheus-client   0.4.0
prompt-toolkit      2.0.5
protobuf            3.6.1
ptyprocess          0.6.0
pyasn1              0.4.4
pyasn1-modules      0.2.2
pycparser           2.19
pycrypto            2.6.1
PyDispatcher        2.0.5
Pygments            2.2.0
pygobject           3.26.1
PyHamcrest          1.9.0
pyOpenSSL           18.0.0
pyparsing           2.2.2
python-dateutil     2.7.3
pytz                2018.5
pyxdg               0.25
PyYAML              3.13
pyzmq               17.1.2
qtconsole           4.4.1
queuelib            1.5.0
scikit-learn        0.20.0
scipy               1.1.0
Scrapy              1.5.1
seaborn             0.9.0
SecretStorage       2.3.1
Send2Trash          1.5.0
service-identity    17.0.0
setuptools          39.0.1
simplegeneric       0.8.1
six                 1.11.0
tensorboard         1.11.0
tensorflow          1.11.0
termcolor           1.1.0
terminado           0.8.1
testpath            0.4.2
torch               0.4.1
torchvision         0.2.1
tornado             5.1.1
traitlets           4.3.2
Twisted             18.7.0
w3lib               1.19.0
wcwidth             0.1.7
webencodings        0.5.1
Werkzeug            0.14.1
wheel               0.30.0
widgetsnbextension  3.4.2
xlrd                1.1.0
zope.interface      4.5.0

changed log

  • 2018.10.06

    • adding opencv
    • adding torchtext
  • 2018.08.30

    • adding graphviz
  • 2018.08.06

    • adding konlpy
    • changing base image from ubunto:16.04 to taewanme/ubuntu-java:latest
    • version: 0.1.05
  • 2018.08.04

    • install wget
    • version: 0.1.05
  • 2018.07.06

    • initial image
    • version: 0.1.01

    docker run -itd -p 5555:8888 -v ~/devspace/pytorch:/root/ipython --name mlpy3 opencv:0.1

reference

Tag summary

Content type

Image

Digest

Size

1.1 GB

Last updated

almost 8 years ago

docker pull taewanme/pyml