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View Code? Open in Web Editor NEWDocker image for reproducible machine learning in Python3
Home Page: https://hub.docker.com/r/sotetsuk/py3-machine-learning/
License: MIT License
Docker image for reproducible machine learning in Python3
Home Page: https://hub.docker.com/r/sotetsuk/py3-machine-learning/
License: MIT License
sciPy
vi command is a must.
We often prepare build command using make
and
sometimes need to build our python package in docker's python interpreter.
ensure that a specific release has specific version packages
ref: https://gist.github.com/yagays/2099a621e4eb6998fd415896fb2c9308
new.txt
ImageHash 3.1
altair 1.2.0
tqdm 4.10.0
mlxtend 0.5.1.dev0
TPOT 0.6.7
traitlets 4.3.1
funcy 1.7.2
pandas-profiling 1.3.0
recommonmark 0.4.0
plotly 1.12.11
nbsphinx 0.2.11
tflearn 0.2.2
pyLDAvis 2.1.0
Delorean 0.6.0
PyWavelets 0.5.1
pymc3 3.0rc4
vega 0.4.4
SexMachine 0.1.1
Geohash 1.0
pymongo 3.4.0
hyperopt 0.1
sacred 0.6.10
mpld3 0.3
CommonMark 0.5.4
bayesian-optimization 0.3.0
pystan 2.12.0.0
gpxpy 1.1.2
matplotlib-venn 0.11.4
haversine 0.4.5
fitter 1.0.8
dora 0.1
update-checker 0.15
vida 0.3
s2sphere 0.2.4
missingno 0.3.2
humanize 0.5.1
heamy 0.0.6
arrow 0.10.0
langid 1.1.6
trueskill 0.4.4
deap 1.0.2
numpydoc 0.6.0
mplleaflet 0.0.5
tzlocal 1.3
urwid 1.3.1
datashader 0.4.0
xarray 0.8.2
docopt 0.6.2
thriftpy 0.3.9
line-profiler 2.0
conda 4.2.13
psycopg2 2.6.2
basemap 1.0.8
smhasher 0.150.1
orderedmultidict 0.7.11
h2o 3.10.1.1
future 0.16.0
pyproj 1.9.5.1
impyla 0.14.0
pudb 2016.2
hdfs 2.0.13
scikit-learn 0.19.dev0
packaging 16.8
biopython 1.68
ibis-framework 0.9.0
wordcloud 1.2.1
textblob 0.11.1
stop-words 2015.2.23.1
hep-ml 0.4.0
chainer 1.18.0
Theano 0.9.0.dev4
python-igraph 0.7.1.post6
pytagcloud 0.3.5
gensim 0.13.3
protobuf 3.1.0
bz2file 0.98
ml-metrics 0.1.4
ggplot 0.11.5
mne 0.13.1
vowpalwabbit 8.2.1
husl 4.0.3
smart-open 1.3.5
seaborn 0.7.1
pyshp 1.2.10
brewer2mpl 1.4.1
joblib 0.10.3
tensorflow 0.12.0rc0
geopy 1.11.0
jupyter-client 4.4.0
QtPy 1.1.2
anaconda-navigator 1.3.1
boto 2.42.0
anaconda-clean 1.0
xlwt 1.1.2
jupyter-core 4.2.0
simplegeneric 0.8.1
pyflakes 1.3.0
llvmlite 0.13.0
nb-anacondacloud 1.2.0
decorator 4.0.10
conda-build 2.0.2
fastcache 1.0.2
scikit-image 0.12.3
rope-py3k 0.9.4.post1
terminado 0.6
mistune 0.7.3
patsy 0.4.1
partd 0.3.6
pyparsing 2.1.4
pyzmq 15.4.0
ipython-genutils 0.1.0
configobj 5.0.6
matplotlib 1.5.3
datashape 0.5.2
widgetsnbextension 1.2.6
Flask 0.11.1
jdcal 1.2
Werkzeug 0.11.11
locket 0.2.0
spyder 3.0.0
nbpresent 3.0.2
argcomplete 1.0.0
wheel 0.29.0
XlsxWriter 0.9.3
numpy 1.11.1
chest 0.2.3
nb-conda-kernels 2.0.0
py 1.4.31
colorama 0.3.7
backports.shutil-get-terminal-size 1.0.0
pexpect 4.0.1
Bottleneck 1.1.0
path.py 0.0.0
beautifulsoup4 4.5.1
wrapt 1.10.6
anaconda-client 1.5.1
itsdangerous 0.24
pycurl 7.43.0
numba 0.28.1
cloudpickle 0.2.1
singledispatch 3.4.0.3
nose 1.3.7
h5py 2.6.0
Pygments 2.1.3
pycosat 0.6.1
ipython 5.1.0
statsmodels 0.6.1
unicodecsv 0.14.1
dynd 0.7.3.dev1
dill 0.2.5
pylint 1.5.4
jupyter 1.0.0
networkx 1.11
xlrd 1.0.0
openpyxl 2.3.2
pathlib2 2.1.0
idna 2.1
nbformat 4.1.0
contextlib2 0.5.3
psutil 4.3.1
nltk 3.2.1
six 1.10.0
pip 8.1.2
lxml 3.6.4
SQLAlchemy 1.0.13
Cython 0.24.1
nbconvert 4.2.0
wcwidth 0.1.7
jupyter-console 5.0.0
click 6.6
tornado 4.4.1
MarkupSafe 0.23
docutils 0.12
odo 0.5.0
pycrypto 2.6.1
imagesize 0.7.1
lazy-object-proxy 1.2.1
pandas 0.18.1
pkginfo 1.3.2
requests 2.11.1
sockjs-tornado 1.0.3
Flask-Cors 2.1.2
toolz 0.8.0
qtconsole 4.2.1
pyasn1 0.1.9
Pillow 3.3.1
ipykernel 4.5.0
nb-conda 2.0.0
filelock 2.0.6
pytz 2016.6.1
blaze 0.10.1
pyOpenSSL 16.0.0
cryptography 1.5
pycparser 2.14
astropy 1.2.1
multipledispatch 0.4.8
QtAwesome 0.3.3
scipy 0.18.1
sympy 1.0
pep8 1.7.0
gevent 1.1.2
HeapDict 1.0.0
clyent 1.2.2
pytest 2.9.2
notebook 4.2.3
ruamel-yaml -VERSION
mpmath 0.19
bitarray 0.8.1
redis 2.10.5
ipywidgets 5.2.2
pickleshare 0.7.4
bokeh 0.12.2
tables 3.2.3.1
numexpr 2.6.1
cytoolz 0.8.0
Jinja2 2.8
snowballstemmer 1.2.1
jedi 0.9.0
PyYAML 3.12
alabaster 0.7.9
Babel 2.3.4
ptyprocess 0.5.1
et-xmlfile 1.0.1
astroid 1.4.7
cffi 1.7.0
cycler 0.10.0
greenlet 0.4.10
python-dateutil 2.5.3
ply 3.9
jsonschema 2.5.1
prompt-toolkit 1.0.3
dask 0.11.0
Sphinx 1.4.6
xgboost 0.6
Lasagne 0.2.dev1
Keras 1.1.2
keras-rl 0.2.0rc1
nolearn 0.6.1.dev0
tabulate 0.7.7
gdbn 0.1
gnumpy 0.2
PyBrain 0.3.3
tsne 0+untagged.1.g92497f4
python-Levenshtein 0.12.0
setuptools 27.2.0
Shapely 1.6.dev0
Cartopy 0.14.0
mxnet 0.7.0
rgf-sklearn 0.0.1
imbalanced-learn 0.2.0.dev0
Boruta 0.1.1
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