From 9e1a0da7279f1fd0fb614bdd4dad409c77df1ddd Mon Sep 17 00:00:00 2001
From: wesuuu <wuykimpang@ucsd.edu>
Date: Wed, 12 Aug 2020 16:26:44 -0700
Subject: [PATCH] Updated README

---
 README.md | 681 +++++++++++++++++++++++++++++++++++++++++++++++++++++-
 bin/push  |  24 ++
 2 files changed, 701 insertions(+), 4 deletions(-)
 create mode 100755 bin/push

diff --git a/README.md b/README.md
index 0dc540b..d9c2c80 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,680 @@
-# Changelog
+# datascience-notebook
 
-2019.4.4
+This notebook is used as the standard notebook for generic datascience courses at UCSD.
 
-2019.4.3
+## Conda Environments
+
+### base
+
+```yaml
+name: base
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=conda_forge
+  - _openmp_mutex=4.5=0_gnu
+  - _r-mutex=1.0.1=anacondar_1
+  - alembic=1.4.1=py_0
+  - async_generator=1.10=py_0
+  - attrs=19.3.0=py_0
+  - backcall=0.1.0=py_0
+  - beautifulsoup4=4.8.2=py37_0
+  - binutils_impl_linux-64=2.33.1=h53a641e_8
+  - binutils_linux-64=2.33.1=h9595d00_17
+  - blas=2.14=openblas
+  - bleach=3.1.1=py_0
+  - blinker=1.4=py_1
+  - bokeh=1.4.0=py37_0
+  - bwidget=1.9.14=0
+  - bzip2=1.0.8=h516909a_2
+  - ca-certificates=2019.11.28=hecc5488_0
+  - cairo=1.16.0=hfb77d84_1002
+  - certifi=2019.11.28=py37hc8dfbb8_1
+  - certipy=0.1.3=py_0
+  - cffi=1.14.0=py37hd463f26_0
+  - chardet=3.0.4=py37_1003
+  - click=7.1.1=pyh8c360ce_0
+  - cloudpickle=1.3.0=py_0
+  - conda=4.7.12=py37_1
+  - conda-package-handling=1.6.0=py37h516909a_1
+  - configurable-http-proxy=4.2.0=node13_he01fd0c_2
+  - cryptography=2.8=py37h72c5cf5_1
+  - curl=7.68.0=hf8cf82a_0
+  - cycler=0.10.0=py_2
+  - cython=0.29.15=py37h3340039_1
+  - cytoolz=0.10.1=py37h516909a_0
+  - dask=2.11.0=py_0
+  - dask-core=2.11.0=py_0
+  - decorator=4.4.2=py_0
+  - defusedxml=0.6.0=py_0
+  - dill=0.3.1.1=py37_0
+  - distributed=2.12.0=py37_0
+  - entrypoints=0.3=py37_1000
+  - fontconfig=2.13.1=h86ecdb6_1001
+  - freetype=2.10.0=he983fc9_1
+  - fribidi=1.0.5=h516909a_1002
+  - fsspec=0.6.2=py_0
+  - gcc_impl_linux-64=7.3.0=hd420e75_5
+  - gcc_linux-64=7.3.0=h553295d_17
+  - gettext=0.19.8.1=hc5be6a0_1002
+  - gfortran_impl_linux-64=7.3.0=hdf63c60_5
+  - gfortran_linux-64=7.3.0=h553295d_17
+  - giflib=5.2.1=h516909a_2
+  - glib=2.58.3=py37he00f558_1003
+  - graphite2=1.3.13=hf484d3e_1000
+  - gsl=2.6=h294904e_0
+  - gxx_impl_linux-64=7.3.0=hdf63c60_5
+  - gxx_linux-64=7.3.0=h553295d_17
+  - h5py=2.10.0=nompi_py37h513d04c_102
+  - harfbuzz=2.4.0=h9f30f68_3
+  - hdf5=1.10.5=nompi_h3c11f04_1104
+  - heapdict=1.0.1=py_0
+  - icu=64.2=he1b5a44_1
+  - imageio=2.8.0=py_0
+  - importlib_metadata=1.5.0=py37_0
+  - ipykernel=5.1.4=py37h5ca1d4c_0
+  - ipympl=0.5.3=py_0
+  - ipython=7.13.0=py37h5ca1d4c_0
+  - ipython_genutils=0.2.0=py_1
+  - ipywidgets=7.5.1=py_0
+  - jedi=0.16.0=py37_0
+  - jinja2=2.11.1=py_0
+  - joblib=0.14.1=py_0
+  - jpeg=9c=h14c3975_1001
+  - json5=0.9.0=py_0
+  - jsonschema=3.2.0=py37_0
+  - jupyter_client=6.0.0=py_0
+  - jupyter_core=4.6.3=py37_0
+  - jupyter_telemetry=0.0.5=py_0
+  - jupyterhub=1.1.0=py37_2
+  - jupyterhub-base=1.1.0=py37_2
+  - jupyterlab=2.0.1=py_0
+  - jupyterlab_server=1.0.7=py_0
+  - kiwisolver=1.1.0=py37h99015e2_1
+  - krb5=1.16.4=h2fd8d38_0
+  - ld_impl_linux-64=2.33.1=h53a641e_8
+  - libblas=3.8.0=14_openblas
+  - libcblas=3.8.0=14_openblas
+  - libcurl=7.68.0=hda55be3_0
+  - libedit=3.1.20170329=hf8c457e_1001
+  - libffi=3.2.1=he1b5a44_1006
+  - libgcc-ng=9.2.0=h24d8f2e_2
+  - libgfortran-ng=7.3.0=hdf63c60_5
+  - libgomp=9.2.0=h24d8f2e_2
+  - libiconv=1.15=h516909a_1005
+  - liblapack=3.8.0=14_openblas
+  - liblapacke=3.8.0=14_openblas
+  - libllvm8=8.0.1=hc9558a2_0
+  - libopenblas=0.3.7=h5ec1e0e_6
+  - libpng=1.6.37=hed695b0_0
+  - libprotobuf=3.11.4=h8b12597_0
+  - libsodium=1.0.17=h516909a_0
+  - libssh2=1.8.2=h22169c7_2
+  - libstdcxx-ng=9.2.0=hdf63c60_2
+  - libtiff=4.1.0=hc7e4089_4
+  - libuuid=2.32.1=h14c3975_1000
+  - libuv=1.34.0=h516909a_0
+  - libwebp=1.1.0=h56121f0_2
+  - libwebp-base=1.1.0=2
+  - libxcb=1.13=h14c3975_1002
+  - libxml2=2.9.10=hee79883_0
+  - llvmlite=0.31.0=py37h5202443_1
+  - locket=0.2.0=py_2
+  - lz4-c=1.8.3=he1b5a44_1001
+  - make=4.3=h516909a_0
+  - mako=1.1.0=py_0
+  - markupsafe=1.1.1=py37h516909a_0
+  - matplotlib-base=3.1.3=py37h250f245_0
+  - mistune=0.8.4=py37h516909a_1000
+  - mpmath=1.1.0=py_0
+  - msgpack-python=1.0.0=py37h99015e2_1
+  - nbconvert=5.6.1=py37_0
+  - nbformat=5.0.4=py_0
+  - ncurses=6.1=hf484d3e_1002
+  - networkx=2.4=py_1
+  - nodejs=13.9.0=h10a4023_0
+  - notebook=6.0.3=py37_0
+  - numba=0.48.0=py37hb3f55d8_0
+  - numexpr=2.7.1=py37hb3f55d8_0
+  - numpy=1.18.1=py37h95a1406_0
+  - oauthlib=3.0.1=py_0
+  - olefile=0.46=py_0
+  - openssl=1.1.1d=h516909a_0
+  - packaging=20.1=py_0
+  - pamela=1.0.0=py_0
+  - pandas=1.0.2=py37h0da4684_0
+  - pandoc=2.9.2=0
+  - pandocfilters=1.4.2=py_1
+  - pango=1.42.4=ha030887_1
+  - parso=0.6.2=py_0
+  - partd=1.1.0=py_0
+  - patsy=0.5.1=py_0
+  - pcre=8.44=he1b5a44_0
+  - pexpect=4.8.0=py37_0
+  - pickleshare=0.7.5=py37_1000
+  - pillow=7.0.0=py37h718be6c_1
+  - pixman=0.38.0=h516909a_1003
+  - prometheus_client=0.7.1=py_0
+  - prompt-toolkit=3.0.4=py_0
+  - prompt_toolkit=3.0.4=0
+  - protobuf=3.11.4=py37he1b5a44_0
+  - psutil=5.7.0=py37h8f50634_1
+  - pthread-stubs=0.4=h14c3975_1001
+  - ptyprocess=0.6.0=py_1001
+  - pycosat=0.6.3=py37h516909a_1002
+  - pycparser=2.20=py_0
+  - pycurl=7.43.0.5=py37h16ce93b_0
+  - pygments=2.6.1=py_0
+  - pyjwt=1.7.1=py_0
+  - pyopenssl=19.1.0=py_1
+  - pyparsing=2.4.6=py_0
+  - pyrsistent=0.15.7=py37h516909a_0
+  - pysocks=1.7.1=py37_0
+  - python=3.7.6=h357f687_4_cpython
+  - python-dateutil=2.8.1=py_0
+  - python-editor=1.0.4=py_0
+  - python-json-logger=0.1.11=py_0
+  - python_abi=3.7=1_cp37m
+  - pytz=2019.3=py_0
+  - pywavelets=1.1.1=py37hc1659b7_0
+  - pyyaml=5.3=py37h8f50634_1
+  - pyzmq=19.0.0=py37h1768529_0
+  - r-askpass=1.1=r36hcdcec82_1
+  - r-assertthat=0.2.1=r36h6115d3f_1
+  - r-backports=1.1.5=r36hcdcec82_0
+  - r-base=3.6.2=h7ed4ef7_1
+  - r-base64enc=0.1_3=r36hcdcec82_1003
+  - r-bit=1.1_15.2=r36hcdcec82_0
+  - r-bit64=0.9_7=r36hcdcec82_1001
+  - r-bitops=1.0_6=r36hcdcec82_1003
+  - r-blob=1.2.1=r36h6115d3f_0
+  - r-brew=1.0_6=r36h6115d3f_1002
+  - r-broom=0.5.5=r36h6115d3f_0
+  - r-callr=3.4.2=r36h6115d3f_0
+  - r-caret=6.0_85=r36hcdcec82_0
+  - r-cellranger=1.1.0=r36h6115d3f_1002
+  - r-class=7.3_15=r36hcdcec82_1001
+  - r-cli=2.0.2=r36h6115d3f_0
+  - r-clipr=0.7.0=r36h6115d3f_0
+  - r-clisymbols=1.2.0=r36h6115d3f_1002
+  - r-codetools=0.2_16=r36h6115d3f_1001
+  - r-colorspace=1.4_1=r36hcdcec82_1
+  - r-commonmark=1.7=r36hcdcec82_1001
+  - r-covr=3.5.0=r36h0357c0b_0
+  - r-crayon=1.3.4=r36h6115d3f_1002
+  - r-crosstalk=1.1.0.1=r36h6115d3f_0
+  - r-curl=4.3=r36hcdcec82_0
+  - r-data.table=1.12.8=r36hcdcec82_0
+  - r-dbi=1.1.0=r36h6115d3f_0
+  - r-dbplyr=1.4.2=r36h6115d3f_1
+  - r-desc=1.2.0=r36h6115d3f_1002
+  - r-devtools=2.2.2=r36h6115d3f_0
+  - r-digest=0.6.25=r36h0357c0b_0
+  - r-dplyr=0.8.5=r36h0357c0b_0
+  - r-dt=0.12=r36h6115d3f_0
+  - r-ellipsis=0.3.0=r36hcdcec82_0
+  - r-evaluate=0.14=r36h6115d3f_1
+  - r-fansi=0.4.1=r36hcdcec82_0
+  - r-farver=2.0.3=r36h0357c0b_0
+  - r-forcats=0.5.0=r36h6115d3f_0
+  - r-foreach=1.4.8=r36h6115d3f_0
+  - r-forecast=8.10=r36h0357c0b_0
+  - r-fracdiff=1.5_1=r36hcdcec82_0
+  - r-fs=1.3.2=r36h0357c0b_0
+  - r-generics=0.0.2=r36h6115d3f_1002
+  - r-ggplot2=3.3.0=r36h6115d3f_0
+  - r-gh=1.1.0=r36h6115d3f_0
+  - r-git2r=0.26.1=r36h5ca76e2_1
+  - r-glue=1.3.2=r36hcdcec82_0
+  - r-gower=0.2.1=r36hcdcec82_1
+  - r-gtable=0.3.0=r36h6115d3f_2
+  - r-haven=2.2.0=r36hde08347_0
+  - r-hexbin=1.28.1=r36h9bbef5b_0
+  - r-highr=0.8=r36h6115d3f_1
+  - r-hms=0.5.3=r36h6115d3f_0
+  - r-htmltools=0.4.0=r36h0357c0b_0
+  - r-htmlwidgets=1.5.1=r36h6115d3f_0
+  - r-httpuv=1.5.2=r36h0357c0b_1
+  - r-httr=1.4.1=r36h6115d3f_1
+  - r-ini=0.3.1=r36h6115d3f_1002
+  - r-ipred=0.9_9=r36hcdcec82_1
+  - r-irdisplay=0.7=r36_1001
+  - r-irkernel=1.1=r36h6115d3f_0
+  - r-isoband=0.2.0=r36h0357c0b_0
+  - r-iterators=1.0.12=r36h6115d3f_0
+  - r-jsonlite=1.6.1=r36hcdcec82_0
+  - r-kernsmooth=2.23_16=r36hfa343cc_1
+  - r-knitr=1.28=r36h6115d3f_0
+  - r-labeling=0.3=r36h6115d3f_1002
+  - r-later=1.0.0=r36h0357c0b_0
+  - r-lattice=0.20_40=r36hcdcec82_0
+  - r-lava=1.6.7=r36h6115d3f_0
+  - r-lazyeval=0.2.2=r36hcdcec82_1
+  - r-lifecycle=0.2.0=r36h6115d3f_0
+  - r-lmtest=0.9_37=r36h9bbef5b_2
+  - r-lubridate=1.7.4=r36h0357c0b_1002
+  - r-magrittr=1.5=r36h6115d3f_1002
+  - r-markdown=1.1=r36hcdcec82_0
+  - r-mass=7.3_51.5=r36hcdcec82_0
+  - r-matrix=1.2_18=r36h7fa42b6_2
+  - r-memoise=1.1.0=r36h6115d3f_1003
+  - r-mgcv=1.8_31=r36h7fa42b6_0
+  - r-mime=0.9=r36hcdcec82_0
+  - r-modelmetrics=1.2.2.1=r36h0357c0b_0
+  - r-modelr=0.1.6=r36h6115d3f_0
+  - r-munsell=0.5.0=r36h6115d3f_1002
+  - r-nlme=3.1_145=r36h9bbef5b_0
+  - r-nnet=7.3_13=r36hcdcec82_0
+  - r-numderiv=2016.8_1.1=r36h6115d3f_1
+  - r-nycflights13=1.0.1=r36h6115d3f_0
+  - r-openssl=1.4.1=r36h9c8475f_0
+  - r-pbdzmq=0.3_3=r36h559a7a4_1002
+  - r-pillar=1.4.3=r36h6115d3f_0
+  - r-pkgbuild=1.0.6=r36h6115d3f_0
+  - r-pkgconfig=2.0.3=r36h6115d3f_0
+  - r-pkgload=1.0.2=r36h0357c0b_1001
+  - r-plogr=0.2.0=r36h6115d3f_1002
+  - r-plyr=1.8.6=r36h0357c0b_0
+  - r-praise=1.0.0=r36h6115d3f_1003
+  - r-prettyunits=1.1.1=r36h6115d3f_0
+  - r-proc=1.16.1=r36h0357c0b_0
+  - r-processx=3.4.2=r36hcdcec82_0
+  - r-prodlim=2019.11.13=r36h0357c0b_0
+  - r-progress=1.2.2=r36h6115d3f_1
+  - r-promises=1.1.0=r36h0357c0b_0
+  - r-ps=1.3.2=r36hcdcec82_0
+  - r-purrr=0.3.3=r36hcdcec82_0
+  - r-quadprog=1.5_8=r36hfa343cc_1
+  - r-quantmod=0.4_16=r36h6115d3f_0
+  - r-r6=2.4.1=r36h6115d3f_0
+  - r-randomforest=4.6_14=r36h9bbef5b_1002
+  - r-rcmdcheck=1.3.3=r36h6115d3f_2
+  - r-rcolorbrewer=1.1_2=r36h6115d3f_1002
+  - r-rcpp=1.0.3=r36h0357c0b_0
+  - r-rcpparmadillo=0.9.850.1.0=r36hc8faad4_1
+  - r-rcurl=1.98_1.1=r36hcdcec82_0
+  - r-readr=1.3.1=r36h0357c0b_1002
+  - r-readxl=1.3.1=r36h0357c0b_2
+  - r-recipes=0.1.9=r36h6115d3f_0
+  - r-rematch=1.0.1=r36h6115d3f_1002
+  - r-remotes=2.1.1=r36h6115d3f_0
+  - r-repr=1.1.0=r36h6115d3f_0
+  - r-reprex=0.3.0=r36h6115d3f_1
+  - r-reshape2=1.4.3=r36h0357c0b_1004
+  - r-rex=1.1.2=r36h6115d3f_1001
+  - r-rlang=0.4.5=r36hcdcec82_0
+  - r-rmarkdown=2.1=r36h6115d3f_0
+  - r-roxygen2=7.1.0=r36h0357c0b_0
+  - r-rpart=4.1_15=r36hcdcec82_1
+  - r-rprojroot=1.3_2=r36h6115d3f_1002
+  - r-rsqlite=2.1.5=r36h0357c0b_0
+  - r-rstudioapi=0.11=r36h6115d3f_0
+  - r-rversions=2.0.1=r36h6115d3f_0
+  - r-rvest=0.3.5=r36h6115d3f_0
+  - r-scales=1.1.0=r36h6115d3f_0
+  - r-selectr=0.4_2=r36h6115d3f_0
+  - r-sessioninfo=1.1.1=r36h6115d3f_1001
+  - r-shiny=1.3.2=r36h6115d3f_1
+  - r-sourcetools=0.1.7=r36he1b5a44_1001
+  - r-squarem=2020.2=r36h6115d3f_0
+  - r-stringi=1.4.6=r36h0e574ca_0
+  - r-stringr=1.4.0=r36h6115d3f_1
+  - r-survival=3.1_11=r36hcdcec82_0
+  - r-sys=3.3=r36hcdcec82_0
+  - r-testthat=2.3.2=r36h0357c0b_0
+  - r-tibble=2.1.3=r36hcdcec82_1
+  - r-tidyr=1.0.2=r36h0357c0b_0
+  - r-tidyselect=1.0.0=r36h6115d3f_0
+  - r-tidyverse=1.3.0=r36h6115d3f_1
+  - r-timedate=3043.102=r36h6115d3f_1001
+  - r-tinytex=0.20=r36h6115d3f_0
+  - r-tseries=0.10_47=r36h9bbef5b_2
+  - r-ttr=0.23_6=r36hcdcec82_0
+  - r-urca=1.3_0=r36h9bbef5b_1004
+  - r-usethis=1.5.1=r36h6115d3f_1
+  - r-utf8=1.1.4=r36hcdcec82_1001
+  - r-uuid=0.1_4=r36hcdcec82_0
+  - r-vctrs=0.2.4=r36hcdcec82_0
+  - r-viridislite=0.3.0=r36h6115d3f_1002
+  - r-whisker=0.4=r36h6115d3f_0
+  - r-withr=2.1.2=r36h6115d3f_1001
+  - r-xfun=0.12=r36h6115d3f_0
+  - r-xml2=1.2.5=r36h0357c0b_0
+  - r-xopen=1.0.0=r36h6115d3f_1002
+  - r-xtable=1.8_4=r36h6115d3f_2
+  - r-xts=0.12_0=r36hcdcec82_0
+  - r-yaml=2.2.1=r36hcdcec82_0
+  - r-zeallot=0.1.0=r36h6115d3f_1001
+  - r-zoo=1.8_7=r36hcdcec82_0
+  - readline=8.0=hf8c457e_0
+  - rpy2=3.1.0=py37r36hc1659b7_3
+  - ruamel.yaml=0.16.6=py37h516909a_0
+  - ruamel.yaml.clib=0.2.0=py37h516909a_0
+  - ruamel_yaml=0.15.80=py37h516909a_1000
+  - scikit-image=0.16.2=py37hb3f55d8_0
+  - scikit-learn=0.22.2.post1=py37hcdab131_0
+  - scipy=1.4.1=py37h921218d_0
+  - seaborn=0.10.0=py_1
+  - sed=4.7=h1bed415_1000
+  - send2trash=1.5.0=py_0
+  - setuptools=45.2.0=py37_0
+  - simplegeneric=0.8.1=py_1
+  - six=1.14.0=py37_0
+  - sortedcontainers=2.1.0=py_0
+  - soupsieve=1.9.4=py37hc8dfbb8_1
+  - sqlalchemy=1.3.15=py37h8f50634_1
+  - sqlite=3.30.1=hcee41ef_0
+  - statsmodels=0.11.1=py37h8f50634_1
+  - sympy=1.5.1=py37hc8dfbb8_2
+  - tblib=1.6.0=py_0
+  - terminado=0.8.3=py37_0
+  - testpath=0.4.4=py_0
+  - tini=0.18.0=h14c3975_1001
+  - tk=8.6.10=hed695b0_0
+  - tktable=2.10=h555a92e_3
+  - toolz=0.10.0=py_0
+  - tornado=6.0.4=py37h8f50634_1
+  - tqdm=4.43.0=py_0
+  - traitlets=4.3.3=py37_0
+  - tzlocal=2.0.0=py_0
+  - urllib3=1.25.7=py37_0
+  - vincent=0.4.4=py_1
+  - wcwidth=0.1.8=py_0
+  - webencodings=0.5.1=py_1
+  - wheel=0.34.2=py_1
+  - widgetsnbextension=3.5.1=py37_0
+  - xlrd=1.2.0=py_0
+  - xorg-kbproto=1.0.7=h14c3975_1002
+  - xorg-libice=1.0.10=h516909a_0
+  - xorg-libsm=1.2.3=h84519dc_1000
+  - xorg-libx11=1.6.9=h516909a_0
+  - xorg-libxau=1.0.9=h14c3975_0
+  - xorg-libxdmcp=1.1.3=h516909a_0
+  - xorg-libxext=1.3.4=h516909a_0
+  - xorg-libxrender=0.9.10=h516909a_1002
+  - xorg-renderproto=0.11.1=h14c3975_1002
+  - xorg-xextproto=7.3.0=h14c3975_1002
+  - xorg-xproto=7.0.31=h14c3975_1007
+  - xz=5.2.4=h14c3975_1001
+  - yaml=0.2.2=h516909a_1
+  - zeromq=4.3.2=he1b5a44_2
+  - zict=2.0.0=py_0
+  - zipp=3.1.0=py_0
+  - zlib=1.2.11=h516909a_1006
+  - zstd=1.4.4=h3b9ef0a_1
+  - pip:
+    - alabaster==0.7.12
+    - ast-scope==0.3.1
+    - babel==2.8.0
+    - branca==0.4.1
+    - bs4==0.0.1
+    - colorama==0.4.3
+    - coverage==4.4
+    - coveralls==2.1.2
+    - datascience==0.15.6
+    - display-timedelta==1.1
+    - docopt==0.6.2
+    - docutils==0.16
+    - dpkt==1.9.3
+    - env-backup==0.0.3
+    - filelock==3.0.12
+    - folium==0.11.0
+    - fuzzywuzzy==0.18.0
+    - gputil==1.4.0
+    - idna==2.8
+    - imagesize==1.2.0
+    - iniconfig==1.0.1
+    - jupyter==1.0.0
+    - jupyter-console==6.1.0
+    - lxml==4.5.2
+    - markdown==3.2.2
+    - more-itertools==8.4.0
+    - nbcluster-status==0.0.0
+    - nbgitpuller==0.9.0.dev0
+    - nbgrader==0.6.0
+    - nbmessages==0.0.11
+    - nbresuse==0.2.0
+    - nose==1.3.7
+    - okpy==1.18.1
+    - oo-tools==0.2.0
+    - pip==20.2.2
+    - pluggy==0.13.1
+    - py==1.9.0
+    - pyaes==1.6.1
+    - pytest==6.0.1
+    - pytutor==1.0.0
+    - qtconsole==4.7.5
+    - qtpy==1.9.0
+    - requests==2.22.0
+    - snowballstemmer==2.0.0
+    - sphinx==3.2.0
+    - sphinxcontrib-applehelp==1.0.2
+    - sphinxcontrib-devhelp==1.0.2
+    - sphinxcontrib-htmlhelp==1.0.3
+    - sphinxcontrib-jsmath==1.0.1
+    - sphinxcontrib-qthelp==1.0.3
+    - sphinxcontrib-serializinghtml==1.1.4
+    - timeout-decorator==0.4.1
+    - toml==0.10.1
+prefix: /opt/conda
+```
+
+## Pip environments
+
+### base
+
+```
+Package                       Version
+----------------------------- -------------------
+alabaster                     0.7.12
+alembic                       1.4.1
+ast-scope                     0.3.1
+async-generator               1.10
+attrs                         19.3.0
+Babel                         2.8.0
+backcall                      0.1.0
+beautifulsoup4                4.8.2
+bleach                        3.1.1
+blinker                       1.4
+bokeh                         1.4.0
+branca                        0.4.1
+bs4                           0.0.1
+cachetools                    4.1.0
+certifi                       2019.11.28
+certipy                       0.1.3
+cffi                          1.14.0
+chardet                       3.0.4
+click                         7.1.1
+cloudpickle                   1.3.0
+colorama                      0.4.3
+conda                         4.7.12
+conda-package-handling        1.6.0
+coverage                      4.4
+coveralls                     2.1.2
+cryptography                  2.8
+cycler                        0.10.0
+Cython                        0.29.15
+cytoolz                       0.10.1
+dask                          2.11.0
+datascience                   0.15.6
+decorator                     4.4.2
+defusedxml                    0.6.0
+dill                          0.3.1.1
+display-timedelta             1.1
+distributed                   2.12.0
+docopt                        0.6.2
+docutils                      0.16
+dpkt                          1.9.3
+entrypoints                   0.3
+env-backup                    0.0.3
+filelock                      3.0.12
+flake8                        3.7.9
+folium                        0.11.0
+fsspec                        0.6.2
+future                        0.18.2
+fuzzywuzzy                    0.18.0
+gdown                         3.11.0
+google-auth                   1.14.2
+google-auth-oauthlib          0.4.1
+GPUtil                        1.4.0
+grpcio                        1.28.1
+gym                           0.17.2
+h5py                          2.10.0
+HeapDict                      1.0.1
+idna                          2.8
+imageio                       2.8.0
+imagesize                     1.2.0
+importlib-metadata            1.5.0
+iniconfig                     1.0.1
+ipykernel                     5.1.4
+ipympl                        0.5.3
+ipython                       7.13.0
+ipython-genutils              0.2.0
+ipywidgets                    7.5.1
+isort                         4.3.21
+jedi                          0.16.0
+Jinja2                        2.11.1
+joblib                        0.14.1
+json5                         0.9.0
+jsonschema                    3.2.0
+jupyter                       1.0.0
+jupyter-client                6.0.0
+jupyter-console               6.1.0
+jupyter-core                  4.6.3
+jupyter-telemetry             0.0.5
+jupyterhub                    1.1.0
+jupyterlab                    2.0.1
+jupyterlab-server             1.0.7
+kiwisolver                    1.1.0
+llvmlite                      0.31.0
+locket                        0.2.0
+lxml                          4.5.2
+Mako                          1.1.0
+Markdown                      3.2.2
+MarkupSafe                    1.1.1
+matplotlib                    3.1.3
+mccabe                        0.6.1
+mistune                       0.8.4
+more-itertools                8.4.0
+mpmath                        1.1.0
+msgpack                       1.0.0
+nbcluster-status              0.0.0
+nbconvert                     5.6.1
+nbformat                      5.0.4
+nbgitpuller                   0.9.0.dev0
+nbgrader                      0.6.0
+nbmessages                    0.0.11
+nbresuse                      0.2.0
+networkx                      2.4
+nose                          1.3.7
+notebook                      6.0.3
+numba                         0.48.0
+numexpr                       2.7.1
+numpy                         1.18.1
+oauthlib                      3.0.1
+okpy                          1.18.1
+olefile                       0.46
+oo-tools                      0.2.0
+opencv-python                 4.2.0.34
+packaging                     20.1
+pamela                        1.0.0
+pandas                        1.0.2
+pandocfilters                 1.4.2
+parso                         0.6.2
+partd                         1.1.0
+patsy                         0.5.1
+pexpect                       4.8.0
+pickleshare                   0.7.5
+Pillow                        7.0.0
+pip                           20.2.2
+pluggy                        0.13.1
+prometheus-client             0.7.1
+prompt-toolkit                3.0.4
+protobuf                      3.11.4
+psutil                        5.7.0
+ptyprocess                    0.6.0
+py                            1.9.0
+pyaes                         1.6.1
+pyasn1                        0.4.8
+pyasn1-modules                0.2.8
+pycodestyle                   2.5.0
+pycosat                       0.6.3
+pycparser                     2.20
+pycurl                        7.43.0.5
+pyflakes                      2.1.1
+pyglet                        1.5.0
+Pygments                      2.6.1
+PyJWT                         1.7.1
+pyOpenSSL                     19.1.0
+pyparsing                     2.4.6
+pyrsistent                    0.15.7
+PySocks                       1.7.1
+pytest                        6.0.1
+python-dateutil               2.8.1
+python-editor                 1.0.4
+python-json-logger            0.1.11
+pytutor                       1.0.0
+pytz                          2019.3
+PyWavelets                    1.1.1
+PyYAML                        5.3
+pyzmq                         19.0.0
+qtconsole                     4.7.5
+QtPy                          1.9.0
+requests                      2.22.0
+requests-oauthlib             1.3.0
+rpy2                          3.1.0
+rsa                           4.0
+ruamel-yaml                   0.15.80
+ruamel.yaml                   0.16.6
+ruamel.yaml.clib              0.2.0
+scikit-image                  0.16.2
+scikit-learn                  0.22.2.post1
+scipy                         1.4.1
+seaborn                       0.10.0
+Send2Trash                    1.5.0
+setuptools                    45.2.0.post20200209
+simplegeneric                 0.8.1
+six                           1.14.0
+snowballstemmer               2.0.0
+sortedcontainers              2.1.0
+soupsieve                     1.9.4
+Sphinx                        3.2.0
+sphinxcontrib-applehelp       1.0.2
+sphinxcontrib-devhelp         1.0.2
+sphinxcontrib-htmlhelp        1.0.3
+sphinxcontrib-jsmath          1.0.1
+sphinxcontrib-qthelp          1.0.3
+sphinxcontrib-serializinghtml 1.1.4
+SQLAlchemy                    1.3.15
+statsmodels                   0.11.1
+sympy                         1.5.1
+tb-nightly                    2.3.0a20200510
+tblib                         1.6.0
+tensorboard                   1.14.0
+tensorboard-plugin-wit        1.6.0.post3
+tensorflow-estimator          1.14.0
+tensorflow-gpu                1.14.0
+terminado                     0.8.3
+testpath                      0.4.4
+timeout-decorator             0.4.1
+toml                          0.10.1
+toolz                         0.10.0
+torchreid                     1.2.3
+tornado                       6.0.4
+tqdm                          4.43.0
+traitlets                     4.3.3
+tzlocal                       2.0.0
+urllib3                       1.25.7
+vincent                       0.4.4
+wcwidth                       0.1.8
+webencodings                  0.5.1
+wheel                         0.34.2
+widgetsnbextension            3.5.1
+xlrd                          1.2.0
+yacs                          0.1.7
+yapf                          0.30.0
+zict                          2.0.0
+zipp                          3.1.0
+```
 
-* upgraded to nbgrader 0.6.0
diff --git a/bin/push b/bin/push
new file mode 100755
index 0000000..9a630cc
--- /dev/null
+++ b/bin/push
@@ -0,0 +1,24 @@
+#!/bin/bash
+
+while [ "$1" != "" ]; do
+    case $1 in
+        -f | --docker-repo )    shift
+                                tag=$1
+                                ;;
+        * )                     usage
+                                exit 1
+    esac
+    shift
+done
+
+
+if [ -z ${tag+x} ]
+then
+    echo "add a --docker-repo (i.e. ucsdets/some-repo:latest)"
+    exit 1
+fi
+
+docker-compose -f docker-compose.test.yml build
+docker-compose -f docker-compose.test.yml up --remove-orphans
+docker build --no-cache -t $tag .
+docker push $tag
\ No newline at end of file