Table of Contents
python machine learning stack
name: mldm channels: - damianavila82 - glemaitre - conda-forge - r - defaults dependencies: - jupyter_contrib_core=0.3.0=py35_1 - jupyter_contrib_nbextensions=0.2.3=py35_0 - jupyter_dashboards=0.7.0=py35_0 - jupyter_highlight_selected_word=0.0.7=py35_0 - jupyter_latex_envs=1.3.4=py35_0 - jupyter_nbextensions_configurator=0.2.3=py35_0 - rise=4.0.0b1=py35_0 - _license=1.1=py35_1 - _nb_ext_conf=0.3.0=py35_0 - alabaster=0.7.9=py35_0 - anaconda-clean=1.0.0=py35_0 - anaconda-client=1.5.1=py35_0 - anaconda=custom=py35_0 - anaconda-navigator=1.3.1=py35_0 - argcomplete=1.0.0=py35_1 - astroid=1.4.7=py35_0 - astropy=1.2.1=np111py35_0 - babel=2.3.4=py35_0 - backports=1.0=py35_0 - beautifulsoup4=4.5.1=py35_0 - bitarray=0.8.1=py35_0 - blaze=0.10.1=py35_0 - bokeh=0.12.2=py35_0 - boto=2.42.0=py35_0 - bottleneck=1.1.0=np111py35_0 - bzip2=1.0.6=3 - cairo=1.14.6=0 - cffi=1.7.0=py35_0 - chest=0.2.3=py35_0 - click=6.6=py35_0 - cloudpickle=0.2.1=py35_0 - clyent=1.2.2=py35_0 - colorama=0.3.7=py35_0 - configobj=5.0.6=py35_0 - contextlib2=0.5.3=py35_0 - cryptography=1.5=py35_0 - curl=7.49.0=1 - cycler=0.10.0=py35_0 - cython=0.24.1=py35_0 - cytoolz=0.8.0=py35_0 - dask=0.11.0=py35_0 - datashape=0.5.2=py35_0 - dbus=1.10.10=0 - decorator=4.0.10=py35_0 - dill=0.2.5=py35_0 - docutils=0.12=py35_2 - dynd-python=0.7.2=py35_0 - entrypoints=0.2.2=py35_0 - et_xmlfile=1.0.1=py35_0 - expat=2.1.0=0 - fastcache=1.0.2=py35_1 - filelock=2.0.6=py35_0 - flask=0.11.1=py35_0 - flask-cors=2.1.2=py35_0 - fontconfig=2.12.1=0 - freetype=2.5.5=1 - get_terminal_size=1.0.0=py35_0 - gevent=1.1.2=py35_0 - glib=2.50.2=0 - greenlet=0.4.10=py35_0 - gsl=2.2.1=0 - gst-plugins-base=1.8.0=0 - gstreamer=1.8.0=0 - h5py=2.6.0=np111py35_2 - harfbuzz=0.9.39=1 - hdf5=1.8.17=1 - heapdict=1.0.0=py35_1 - icu=54.1=0 - idna=2.1=py35_0 - imagesize=0.7.1=py35_0 - ipykernel=4.5.0=py35_0 - ipython=5.1.0=py35_0 - ipython_genutils=0.1.0=py35_0 - ipywidgets=5.2.2=py35_0 - itsdangerous=0.24=py35_0 - jbig=2.1=0 - jdcal=1.2=py35_1 - jedi=0.9.0=py35_1 - jinja2=2.8=py35_1 - jpeg=8d=2 - jsonschema=2.5.1=py35_0 - jupyter=1.0.0=py35_3 - jupyter_client=4.4.0=py35_0 - jupyter_console=5.0.0=py35_0 - jupyter_core=4.2.0=py35_0 - lazy-object-proxy=1.2.1=py35_0 - libdynd=0.7.2=0 - libffi=3.2.1=0 - libgcc=4.8.5=2 - libgfortran=3.0.0=1 - libiconv=1.14=0 - libpng=1.6.22=0 - libpq=9.5.4=0 - libsodium=1.0.10=0 - libtiff=4.0.6=2 - libxcb=1.12=0 - libxml2=2.9.2=0 - libxslt=1.1.28=0 - llvmlite=0.13.0=py35_0 - locket=0.2.0=py35_1 - lxml=3.6.4=py35_0 - markupsafe=0.23=py35_2 - matplotlib=1.5.3=np111py35_0 - mistune=0.7.3=py35_0 - mkl=11.3.3=0 - mkl-service=1.1.2=py35_2 - mpmath=0.19=py35_1 - multipledispatch=0.4.8=py35_0 - nb_anacondacloud=1.2.0=py35_0 - nb_conda=2.0.0=py35_0 - nb_conda_kernels=2.0.0=py35_0 - nbconvert=4.2.0=py35_0 - nbformat=4.1.0=py35_0 - nbpresent=3.0.2=py35_0 - ncurses=5.9=10 - networkx=1.11=py35_0 - nltk=3.2.1=py35_0 - nose=1.3.7=py35_1 - notebook=4.2.3=py35_0 - numba=0.28.1=np111py35_0 - numexpr=2.6.1=np111py35_0 - numpy=1.11.1=py35_0 - odo=0.5.0=py35_1 - openpyxl=2.3.2=py35_0 - openssl=1.0.2j=0 - pandas=0.18.1=np111py35_0 - pango=1.40.3=0 - partd=0.3.6=py35_0 - patchelf=0.9=0 - path.py=8.2.1=py35_0 - pathlib2=2.1.0=py35_0 - patsy=0.4.1=py35_0 - pcre=8.39=1 - pep8=1.7.0=py35_0 - pexpect=4.0.1=py35_0 - pickleshare=0.7.4=py35_0 - pillow=3.3.1=py35_0 - pip=8.1.2=py35_0 - pixman=0.34.0=0 - pkginfo=1.3.2=py35_0 - ply=3.9=py35_0 - prompt_toolkit=1.0.3=py35_0 - psutil=4.3.1=py35_0 - psycopg2=2.6.2=py35_0 - ptyprocess=0.5.1=py35_0 - py=1.4.31=py35_0 - pyasn1=0.1.9=py35_0 - pycosat=0.6.1=py35_1 - pycparser=2.14=py35_1 - pycrypto=2.6.1=py35_4 - pycurl=7.43.0=py35_0 - pyflakes=1.3.0=py35_0 - pygments=2.1.3=py35_0 - pylint=1.5.4=py35_1 - pyopenssl=16.0.0=py35_0 - pyparsing=2.1.4=py35_0 - pyqt=5.6.0=py35_1 - pytables=3.2.3.1=np111py35_0 - pytest=2.9.2=py35_0 - python=3.5.2=0 - python-dateutil=2.5.3=py35_0 - pytz=2016.6.1=py35_0 - pyyaml=3.12=py35_0 - pyzmq=15.4.0=py35_0 - qt=5.6.2=2 - qtawesome=0.3.3=py35_0 - qtconsole=4.2.1=py35_1 - qtpy=1.1.2=py35_0 - readline=6.2=2 - redis=3.2.0=0 - redis-py=2.10.5=py35_0 - requests=2.11.1=py35_0 - rope=0.9.4=py35_1 - scikit-image=0.12.3=np111py35_1 - scikit-learn=0.17.1=np111py35_2 - scipy=0.18.1=np111py35_0 - seaborn=0.7.1=py35_0 - setuptools=27.2.0=py35_0 - simplegeneric=0.8.1=py35_1 - singledispatch=3.4.0.3=py35_0 - sip=4.18=py35_0 - six=1.10.0=py35_0 - snowballstemmer=1.2.1=py35_0 - sockjs-tornado=1.0.3=py35_0 - sphinx=1.4.6=py35_0 - spyder=3.0.0=py35_0 - sqlalchemy=1.0.13=py35_0 - sqlite=3.13.0=0 - statsmodels=0.6.1=np111py35_1 - sympy=1.0=py35_0 - terminado=0.6=py35_0 - tk=8.5.18=0 - toolz=0.8.0=py35_0 - tornado=4.4.1=py35_0 - traitlets=4.3.0=py35_0 - unicodecsv=0.14.1=py35_0 - wcwidth=0.1.7=py35_0 - werkzeug=0.11.11=py35_0 - wheel=0.29.0=py35_0 - widgetsnbextension=1.2.6=py35_0 - wrapt=1.10.6=py35_0 - xlrd=1.0.0=py35_0 - xlsxwriter=0.9.3=py35_0 - xlwt=1.1.2=py35_0 - xz=5.2.2=0 - yaml=0.1.6=0 - zeromq=4.1.4=0 - zlib=1.2.8=3 - imbalanced-learn=0.1.9=py35_0 - r-assertthat=0.1=r3.3.2_4 - r-backports=1.0.4=r3.3.2_0 - r-base=3.3.2=0 - r-base64enc=0.1_3=r3.3.2_0 - r-bh=1.62.0_1=r3.3.2_0 - r-bitops=1.0_6=r3.3.2_2 - r-boot=1.3_18=r3.3.2_0 - r-broom=0.4.1=r3.3.2_0 - r-car=2.1_4=r3.3.2_0 - r-caret=6.0_73=r3.3.2_0 - r-catools=1.17.1=r3.3.2_2 - r-class=7.3_14=r3.3.2_0 - r-cluster=2.0.5=r3.3.2_0 - r-codetools=0.2_15=r3.3.2_0 - r-colorspace=1.3_1=r3.3.2_0 - r-crayon=1.3.2=r3.3.2_0 - r-curl=2.3=r3.3.2_0 - r-data.table=1.10.0=r3.3.2_0 - r-dbi=0.5_1=r3.3.2_0 - r-dichromat=2.0_0=r3.3.2_2 - r-digest=0.6.10=r3.3.2_0 - r-dplyr=0.5.0=r3.3.2_0 - r-essentials=1.5.1=0 - r-evaluate=0.10=r3.3.2_0 - r-forcats=0.1.1=r3.3.2_0 - r-foreach=1.4.3=r3.3.2_0 - r-foreign=0.8_67=r3.3.2_0 - r-formatr=1.4=r3.3.2_0 - r-ggplot2=2.2.0=r3.3.2_0 - r-gistr=0.3.6=r3.3.2_0 - r-glmnet=2.0_5=r3.3.2_0 - r-gtable=0.2.0=r3.3.2_0 - r-haven=1.0.0=r3.3.2_0 - r-hexbin=1.27.1=r3.3.2_0 - r-highr=0.6=r3.3.2_0 - r-hms=0.3=r3.3.2_0 - r-htmltools=0.3.5=r3.3.2_0 - r-htmlwidgets=0.8=r3.3.2_0 - r-httpuv=1.3.3=r3.3.2_0 - r-httr=1.2.1=r3.3.2_0 - r-irdisplay=0.4.4=r3.3.2_0 - r-irkernel=0.7.1=r3.3.2_0 - r-iterators=1.0.8=r3.3.2_0 - r-jsonlite=1.1=r3.3.2_0 - r-kernsmooth=2.23_15=r3.3.2_0 - r-knitr=1.15.1=r3.3.2_0 - r-labeling=0.3=r3.3.2_2 - r-lattice=0.20_34=r3.3.2_0 - r-lazyeval=0.2.0=r3.3.2_0 - r-lme4=1.1_12=r3.3.2_0 - r-lubridate=1.6.0=r3.3.2_0 - r-magrittr=1.5=r3.3.2_2 - r-maps=3.1.1=r3.3.2_0 - r-markdown=0.7.7=r3.3.2_2 - r-mass=7.3_45=r3.3.2_0 - r-matrix=1.2_7.1=r3.3.2_0 - r-matrixmodels=0.4_1=r3.3.2_0 - r-mgcv=1.8_16=r3.3.2_0 - r-mime=0.5=r3.3.2_0 - r-minqa=1.2.4=r3.3.2_2 - r-mnormt=1.5_5=r3.3.2_0 - r-modelmetrics=1.1.0=r3.3.2_0 - r-modelr=0.1.0=r3.3.2_0 - r-munsell=0.4.3=r3.3.2_0 - r-nlme=3.1_128=r3.3.2_0 - r-nloptr=1.0.4=r3.3.2_2 - r-nnet=7.3_12=r3.3.2_0 - r-openssl=0.9.5=r3.3.2_0 - r-pbdzmq=0.2_4=r3.3.2_0 - r-pbkrtest=0.4_6=r3.3.2_0 - r-plyr=1.8.4=r3.3.2_0 - r-pryr=0.1.2=r3.3.2_0 - r-psych=1.6.9=r3.3.2_0 - r-purrr=0.2.2=r3.3.2_0 - r-quantmod=0.4_7=r3.3.2_0 - r-quantreg=5.29=r3.3.2_0 - r-r6=2.2.0=r3.3.2_0 - r-randomforest=4.6_12=r3.3.2_0 - r-rbokeh=0.5.0=r3.3.2_0 - r-rcolorbrewer=1.1_2=r3.3.2_3 - r-rcpp=0.12.8=r3.3.2_0 - r-rcppeigen=0.3.2.9.0=r3.3.2_0 - r-readr=1.0.0=r3.3.2_0 - r-readxl=0.1.1=r3.3.2_0 - r-recommended=3.3.2=r3.3.2_0 - r-repr=0.10=r3.3.2_0 - r-reshape2=1.4.2=r3.3.2_0 - r-rmarkdown=1.2=r3.3.2_0 - r-rpart=4.1_10=r3.3.2_0 - r-rprojroot=1.1=r3.3.2_0 - r-rvest=0.3.2=r3.3.2_0 - r-scales=0.4.1=r3.3.2_0 - r-selectr=0.3_0=r3.3.2_0 - r-shiny=0.14.2=r3.3.2_0 - r-sourcetools=0.1.5=r3.3.2_0 - r-sparsem=1.74=r3.3.2_0 - r-spatial=7.3_11=r3.3.2_0 - r-stringi=1.1.2=r3.3.2_0 - r-stringr=1.1.0=r3.3.2_0 - r-survival=2.40_1=r3.3.2_0 - r-tibble=1.2=r3.3.2_0 - r-tidyr=0.6.0=r3.3.2_0 - r-tidyverse=1.0.0=r3.3.2_0 - r-ttr=0.23_1=r3.3.2_0 - r-uuid=0.1_2=r3.3.2_0 - r-xml2=1.0.0=r3.3.2_0 - r-xtable=1.8_2=r3.3.2_0 - r-xts=0.9_7=r3.3.2_2 - r-yaml=2.1.14=r3.3.2_0 - r-zoo=1.7_13=r3.3.2_0 - pip: - backports.shutil-get-terminal-size==1.0.0 - certifi==2017.4.17 - chardet==3.0.4 - colorlover==0.2.1 - cufflinks==0.8.2 - dynd==0.7.3.dev1 - envoy==0.0.3 - et-xmlfile==1.0.1 - ipython-genutils==0.2.0 - ipython-sql==0.3.8 - jupyter-client==4.4.0 - jupyter-console==5.0.0 - jupyter-contrib-core==0.3.0 - jupyter-contrib-nbextensions==0.2.3 - jupyter-core==4.3.0 - jupyter-dashboards==0.7.0 - jupyter-dashboards-bundlers==0.9.1 - jupyter-highlight-selected-word==0.0.7 - jupyter-latex-envs==1.3.4 - jupyter-nbextensions-configurator==0.2.3 - nb-anacondacloud==1.2.0 - nb-conda==2.0.0 - nb-conda-kernels==2.0.0 - plotly==2.0.11 - prettytable==0.7.2 - prompt-toolkit==1.0.3 - pymongo==3.4.0 - rope-py3k==0.9.4.post1 - shocktubecalc==0.12 - sqlparse==0.2.2 - tables==3.2.3.1 - urllib3==1.21.1 prefix: /home/dpuser/miniconda3/envs/mldm
machine learning stack
conda create -n mldm python=3.5 anaconda source activate ml2017
conda install seaborn
conda install -c conda-forge jupytercontribnbextensions conda install -c conda-forge jupyternbextensionsconfigurator
Scratchpad Table of Contents Skip-Traceback
conda install -c glemaitre imbalanced-learn
conda install -c damianavila82 rise
http://conda.pydata.org/docs/r-with-conda.html conda install -c r r-essentials
pip install cufflinks #–upgrade pip install plotly #–upgrade