24. Execution Statistics#
This table contains the latest execution statistics.
Document |
Modified |
Method |
Run Time (s) |
Status |
|---|---|---|---|---|
2024-06-13 03:26 |
cache |
18.63 |
✅ |
|
2024-06-13 03:26 |
cache |
8.31 |
✅ |
|
2024-06-13 03:26 |
cache |
1.28 |
✅ |
|
2024-06-13 03:27 |
cache |
30.75 |
✅ |
|
2024-06-13 03:27 |
cache |
3.39 |
✅ |
|
2024-06-13 03:27 |
cache |
0.99 |
✅ |
|
2024-06-13 03:27 |
cache |
5.88 |
✅ |
|
2024-06-13 03:27 |
cache |
6.52 |
✅ |
|
2024-06-13 03:27 |
cache |
14.95 |
✅ |
|
2024-06-13 03:27 |
cache |
1.02 |
✅ |
|
2024-06-13 03:27 |
cache |
2.01 |
✅ |
|
2024-06-13 03:28 |
cache |
1.52 |
✅ |
|
2024-06-13 03:28 |
cache |
2.06 |
✅ |
|
2024-06-13 03:29 |
cache |
66.12 |
✅ |
|
2024-06-13 03:29 |
cache |
16.31 |
✅ |
|
2024-06-13 03:29 |
cache |
1.04 |
✅ |
|
2024-06-13 03:29 |
cache |
5.44 |
✅ |
|
2024-06-13 03:29 |
cache |
6.48 |
✅ |
|
2024-06-13 03:29 |
cache |
10.0 |
✅ |
|
2024-06-13 03:29 |
cache |
4.44 |
✅ |
|
2024-06-13 03:29 |
cache |
1.4 |
✅ |
|
2024-06-13 03:27 |
cache |
1.02 |
✅ |
|
2024-06-13 03:27 |
cache |
1.02 |
✅ |
|
2024-06-13 03:29 |
cache |
2.02 |
✅ |
|
2024-06-13 03:27 |
cache |
1.02 |
✅ |
These lectures are built on linux instances through github actions.
These lectures are using the following python version
!python --version
Python 3.11.7
and the following package versions
!conda list
Show code cell output
# packages in environment at /home/runner/miniconda3/envs/quantecon:
#
# Name Version Build Channel
_libgcc_mutex 0.1 main
_openmp_mutex 5.1 1_gnu
abseil-cpp 20211102.0 hd4dd3e8_0
accessible-pygments 0.0.5 pypi_0 pypi
aiobotocore 2.7.0 py311h06a4308_0
aiohttp 3.9.3 py311h5eee18b_0
aioitertools 0.7.1 pyhd3eb1b0_0
aiosignal 1.2.0 pyhd3eb1b0_0
alabaster 0.7.12 pyhd3eb1b0_0
altair 5.0.1 py311h06a4308_0
anaconda 2024.02 py311_mkl_1
anyio 4.2.0 py311h06a4308_0
aom 3.6.0 h6a678d5_0
appdirs 1.4.4 pyhd3eb1b0_0
argon2-cffi 21.3.0 pyhd3eb1b0_0
argon2-cffi-bindings 21.2.0 py311h5eee18b_0
arrow 1.2.3 py311h06a4308_1
arrow-cpp 14.0.2 h374c478_1
arviz 0.13.0 pypi_0 pypi
astroid 2.14.2 py311h06a4308_0
astropy 5.3.4 py311hf4808d0_0
asttokens 2.0.5 pyhd3eb1b0_0
async-lru 2.0.4 py311h06a4308_0
atomicwrites 1.4.0 py_0
attrs 23.1.0 py311h06a4308_0
autograd 1.6.2 pypi_0 pypi
automat 20.2.0 py_0
autopep8 1.6.0 pyhd3eb1b0_1
aws-c-auth 0.6.19 h5eee18b_0
aws-c-cal 0.5.20 hdbd6064_0
aws-c-common 0.8.5 h5eee18b_0
aws-c-compression 0.2.16 h5eee18b_0
aws-c-event-stream 0.2.15 h6a678d5_0
aws-c-http 0.6.25 h5eee18b_0
aws-c-io 0.13.10 h5eee18b_0
aws-c-mqtt 0.7.13 h5eee18b_0
aws-c-s3 0.1.51 hdbd6064_0
aws-c-sdkutils 0.1.6 h5eee18b_0
aws-checksums 0.1.13 h5eee18b_0
aws-crt-cpp 0.18.16 h6a678d5_0
aws-sdk-cpp 1.10.55 h721c034_0
babel 2.11.0 py311h06a4308_0
bcrypt 3.2.0 py311h5eee18b_1
beautifulsoup4 4.12.2 py311h06a4308_0
binaryornot 0.4.4 pyhd3eb1b0_1
black 23.11.0 py311h06a4308_0
blas 1.0 mkl
bleach 4.1.0 pyhd3eb1b0_0
blinker 1.6.2 py311h06a4308_0
blosc 1.21.3 h6a678d5_0
bokeh 3.3.4 py311h92b7b1e_0
boost-cpp 1.82.0 hdb19cb5_2
botocore 1.31.64 py311h06a4308_0
bottleneck 1.3.7 py311hf4808d0_0
brotli 1.0.9 h5eee18b_7
brotli-bin 1.0.9 h5eee18b_7
brotli-python 1.0.9 py311h6a678d5_7
brunsli 0.1 h2531618_0
bzip2 1.0.8 h7b6447c_0
c-ares 1.19.1 h5eee18b_0
c-blosc2 2.12.0 h80c7b02_0
ca-certificates 2023.12.12 h06a4308_0
cachetools 4.2.2 pyhd3eb1b0_0
certifi 2024.2.2 py311h06a4308_0
cffi 1.16.0 py311h5eee18b_0
cfitsio 3.470 h5893167_7
cftime 1.6.4 pypi_0 pypi
chardet 4.0.0 py311h06a4308_1003
charls 2.2.0 h2531618_0
charset-normalizer 2.0.4 pyhd3eb1b0_0
click 8.1.7 py311h06a4308_0
cloudpickle 2.2.1 py311h06a4308_0
colorama 0.4.6 py311h06a4308_0
colorcet 3.0.1 py311h06a4308_0
comm 0.1.2 py311h06a4308_0
constantly 23.10.4 py311h06a4308_0
contourpy 1.2.0 py311hdb19cb5_0
cookiecutter 2.5.0 py311h06a4308_0
cryptography 42.0.2 py311hdda0065_0
cssselect 1.2.0 py311h06a4308_0
curl 8.5.0 hdbd6064_0
cycler 0.11.0 pyhd3eb1b0_0
cyrus-sasl 2.1.28 h52b45da_1
cytoolz 0.12.2 py311h5eee18b_0
dask 2023.11.0 py311h06a4308_0
dask-core 2023.11.0 py311h06a4308_0
datashader 0.16.0 py311h06a4308_0
dav1d 1.2.1 h5eee18b_0
dbus 1.13.18 hb2f20db_0
debugpy 1.6.7 py311h6a678d5_0
decorator 5.1.1 pyhd3eb1b0_0
defusedxml 0.7.1 pyhd3eb1b0_0
diff-match-patch 20200713 pyhd3eb1b0_0
dill 0.3.7 py311h06a4308_0
distributed 2023.11.0 py311h06a4308_0
docstring-to-markdown 0.11 py311h06a4308_0
docutils 0.17.1 pypi_0 pypi
entrypoints 0.4 py311h06a4308_0
et_xmlfile 1.1.0 py311h06a4308_0
executing 0.8.3 pyhd3eb1b0_0
expat 2.5.0 h6a678d5_0
filelock 3.13.1 py311h06a4308_0
flake8 6.0.0 py311h06a4308_0
flask 2.2.5 py311h06a4308_0
fontconfig 2.14.1 h4c34cd2_2
fonttools 4.25.0 pyhd3eb1b0_0
fqdn 1.5.1 pypi_0 pypi
freetype 2.12.1 h4a9f257_0
frozenlist 1.4.0 py311h5eee18b_0
fsspec 2023.10.0 py311h06a4308_0
future 1.0.0 pypi_0 pypi
gensim 4.3.0 py311hba01205_1
gflags 2.2.2 h6a678d5_1
ghp-import 2.1.0 pypi_0 pypi
giflib 5.2.1 h5eee18b_3
gitdb 4.0.7 pyhd3eb1b0_0
gitpython 3.1.37 py311h06a4308_0
glib 2.78.4 h6a678d5_0
glib-tools 2.78.4 h6a678d5_0
glog 0.5.0 h6a678d5_1
gmp 6.2.1 h295c915_3
gmpy2 2.1.2 py311hc9b5ff0_0
greenlet 3.0.1 py311h6a678d5_0
grpc-cpp 1.48.2 he1ff14a_1
gst-plugins-base 1.14.1 h6a678d5_1
gstreamer 1.14.1 h5eee18b_1
h5py 3.9.0 py311hdd6beaf_0
hdf5 1.12.1 h2b7332f_3
heapdict 1.0.1 pyhd3eb1b0_0
holoviews 1.18.3 py311h06a4308_0
hvplot 0.9.2 py311h06a4308_0
hyperlink 21.0.0 pyhd3eb1b0_0
icu 73.1 h6a678d5_0
idna 3.4 py311h06a4308_0
imagecodecs 2023.1.23 py311h8105a5c_0
imageio 2.33.1 py311h06a4308_0
imagesize 1.4.1 py311h06a4308_0
imbalanced-learn 0.11.0 py311h06a4308_1
importlib-metadata 7.0.1 py311h06a4308_0
importlib_metadata 7.0.1 hd3eb1b0_0
incremental 22.10.0 pyhd3eb1b0_0
inflection 0.5.1 py311h06a4308_0
iniconfig 1.1.1 pyhd3eb1b0_0
intake 0.6.8 py311h06a4308_0
intel-openmp 2023.1.0 hdb19cb5_46306
intervaltree 3.1.0 pyhd3eb1b0_0
ipykernel 6.28.0 py311h06a4308_0
ipython 8.20.0 py311h06a4308_0
ipython_genutils 0.2.0 pyhd3eb1b0_1
ipywidgets 7.6.5 pyhd3eb1b0_2
isoduration 20.11.0 pypi_0 pypi
isort 5.9.3 pyhd3eb1b0_0
itemadapter 0.3.0 pyhd3eb1b0_0
itemloaders 1.1.0 py311h06a4308_0
itsdangerous 2.0.1 pyhd3eb1b0_0
jaraco.classes 3.2.1 pyhd3eb1b0_0
jedi 0.18.1 py311h06a4308_1
jeepney 0.7.1 pyhd3eb1b0_0
jellyfish 1.0.1 py311hb02cf49_0
jinja2 3.1.3 py311h06a4308_0
jmespath 1.0.1 py311h06a4308_0
joblib 1.2.0 py311h06a4308_0
jpeg 9e h5eee18b_1
jq 1.6 h27cfd23_1000
json5 0.9.6 pyhd3eb1b0_0
jsonpointer 3.0.0 pypi_0 pypi
jsonschema 4.19.2 py311h06a4308_0
jsonschema-specifications 2023.7.1 py311h06a4308_0
jupyter 1.0.0 py311h06a4308_9
jupyter-book 0.15.1 pypi_0 pypi
jupyter-cache 0.6.1 pypi_0 pypi
jupyter-lsp 2.2.0 py311h06a4308_0
jupyter-server-mathjax 0.2.6 pypi_0 pypi
jupyter_client 8.6.0 py311h06a4308_0
jupyter_console 6.6.3 py311h06a4308_0
jupyter_core 5.5.0 py311h06a4308_0
jupyter_events 0.8.0 py311h06a4308_0
jupyter_server 2.10.0 py311h06a4308_0
jupyter_server_terminals 0.4.4 py311h06a4308_1
jupyterlab 4.0.11 py311h06a4308_0
jupyterlab-variableinspector 3.1.0 py311h06a4308_0
jupyterlab_pygments 0.1.2 py_0
jupyterlab_server 2.25.1 py311h06a4308_0
jupyterlab_widgets 3.0.9 py311h06a4308_0
jxrlib 1.1 h7b6447c_2
kaleido 0.2.1 pypi_0 pypi
keyring 23.13.1 py311h06a4308_0
kiwisolver 1.4.4 py311h6a678d5_0
krb5 1.20.1 h143b758_1
latexcodec 3.0.0 pypi_0 pypi
lazy-object-proxy 1.6.0 py311h5eee18b_0
lazy_loader 0.3 py311h06a4308_0
lcms2 2.12 h3be6417_0
ld_impl_linux-64 2.38 h1181459_1
lerc 3.0 h295c915_0
libaec 1.0.4 he6710b0_1
libavif 0.11.1 h5eee18b_0
libboost 1.82.0 h109eef0_2
libbrotlicommon 1.0.9 h5eee18b_7
libbrotlidec 1.0.9 h5eee18b_7
libbrotlienc 1.0.9 h5eee18b_7
libclang 14.0.6 default_hc6dbbc7_1
libclang13 14.0.6 default_he11475f_1
libcups 2.4.2 h2d74bed_1
libcurl 8.5.0 h251f7ec_0
libdeflate 1.17 h5eee18b_1
libedit 3.1.20230828 h5eee18b_0
libev 4.33 h7f8727e_1
libevent 2.1.12 hdbd6064_1
libffi 3.4.4 h6a678d5_0
libgcc-ng 11.2.0 h1234567_1
libgfortran-ng 11.2.0 h00389a5_1
libgfortran5 11.2.0 h1234567_1
libglib 2.78.4 hdc74915_0
libgomp 11.2.0 h1234567_1
libiconv 1.16 h7f8727e_2
libllvm14 14.0.6 hdb19cb5_3
libnghttp2 1.57.0 h2d74bed_0
libpng 1.6.39 h5eee18b_0
libpq 12.17 hdbd6064_0
libprotobuf 3.20.3 he621ea3_0
libsass 0.20.1 pypi_0 pypi
libsodium 1.0.18 h7b6447c_0
libspatialindex 1.9.3 h2531618_0
libssh2 1.10.0 hdbd6064_2
libstdcxx-ng 11.2.0 h1234567_1
libthrift 0.15.0 h1795dd8_2
libtiff 4.5.1 h6a678d5_0
libuuid 1.41.5 h5eee18b_0
libwebp-base 1.3.2 h5eee18b_0
libxcb 1.15 h7f8727e_0
libxkbcommon 1.0.1 h5eee18b_1
libxml2 2.10.4 hf1b16e4_1
libxslt 1.1.37 h5eee18b_1
libzopfli 1.0.3 he6710b0_0
linkify-it-py 2.0.0 py311h06a4308_0
llvmlite 0.42.0 py311h6a678d5_0
locket 1.0.0 py311h06a4308_0
lxml 4.9.3 py311hdbbb534_0
lz4 4.3.2 py311h5eee18b_0
lz4-c 1.9.4 h6a678d5_0
lzo 2.10 h7b6447c_2
markdown 3.4.1 py311h06a4308_0
markdown-it-py 2.2.0 py311h06a4308_1
markupsafe 2.1.3 py311h5eee18b_0
matplotlib 3.8.0 py311h06a4308_0
matplotlib-base 3.8.0 py311ha02d727_0
matplotlib-inline 0.1.6 py311h06a4308_0
mccabe 0.7.0 pyhd3eb1b0_0
mdit-py-plugins 0.3.5 pypi_0 pypi
mdurl 0.1.0 py311h06a4308_0
mistune 2.0.4 py311h06a4308_0
mkl 2023.1.0 h213fc3f_46344
mkl-service 2.4.0 py311h5eee18b_1
mkl_fft 1.3.8 py311h5eee18b_0
mkl_random 1.2.4 py311hdb19cb5_0
more-itertools 10.1.0 py311h06a4308_0
mpc 1.1.0 h10f8cd9_1
mpfr 4.0.2 hb69a4c5_1
mpmath 1.3.0 py311h06a4308_0
msgpack-python 1.0.3 py311hdb19cb5_0
multidict 6.0.4 py311h5eee18b_0
multipledispatch 0.6.0 py311h06a4308_0
munkres 1.1.4 py_0
mypy 1.8.0 py311h5eee18b_0
mypy_extensions 1.0.0 py311h06a4308_0
mysql 5.7.24 h721c034_2
myst-nb 0.17.2 pypi_0 pypi
myst-parser 0.18.1 pypi_0 pypi
nbclient 0.7.4 pypi_0 pypi
nbconvert 7.10.0 py311h06a4308_0
nbdime 4.0.1 pypi_0 pypi
nbformat 5.9.2 py311h06a4308_0
ncurses 6.4 h6a678d5_0
nest-asyncio 1.6.0 py311h06a4308_0
netcdf4 1.6.5 pypi_0 pypi
networkx 3.1 py311h06a4308_0
nltk 3.8.1 py311h06a4308_0
notebook 7.0.8 py311h06a4308_0
notebook-shim 0.2.3 py311h06a4308_0
nspr 4.35 h6a678d5_0
nss 3.89.1 h6a678d5_0
numba 0.59.0 py311ha02d727_0
numexpr 2.8.7 py311h65dcdc2_0
numpy 1.26.4 py311h08b1b3b_0
numpy-base 1.26.4 py311hf175353_0
numpydoc 1.5.0 py311h06a4308_0
oniguruma 6.9.7.1 h27cfd23_0
openjpeg 2.4.0 h3ad879b_0
openpyxl 3.0.10 py311h5eee18b_0
openssl 3.0.13 h7f8727e_0
orc 1.7.4 hb3bc3d3_1
overrides 7.4.0 py311h06a4308_0
packaging 23.1 py311h06a4308_0
pandas 2.1.4 py311ha02d727_0
pandocfilters 1.5.0 pyhd3eb1b0_0
panel 1.3.8 py311h06a4308_0
param 2.0.2 py311h06a4308_0
parsel 1.8.1 py311h06a4308_0
parso 0.8.3 pyhd3eb1b0_0
partd 1.4.1 py311h06a4308_0
pathspec 0.10.3 py311h06a4308_0
patsy 0.5.3 py311h06a4308_0
pcre2 10.42 hebb0a14_0
pexpect 4.8.0 pyhd3eb1b0_3
pickleshare 0.7.5 pyhd3eb1b0_1003
pillow 10.2.0 py311h5eee18b_0
pip 23.3.1 py311h06a4308_0
platformdirs 3.10.0 py311h06a4308_0
plotly 5.9.0 py311h06a4308_0
pluggy 1.0.0 py311h06a4308_1
ply 3.11 py311h06a4308_0
pot 0.9.3 pypi_0 pypi
prometheus_client 0.14.1 py311h06a4308_0
prompt-toolkit 3.0.43 py311h06a4308_0
prompt_toolkit 3.0.43 hd3eb1b0_0
protego 0.1.16 py_0
protobuf 3.20.3 py311h6a678d5_0
psutil 5.9.0 py311h5eee18b_0
ptyprocess 0.7.0 pyhd3eb1b0_2
pure_eval 0.2.2 pyhd3eb1b0_0
py-cpuinfo 9.0.0 py311h06a4308_0
pyarrow 14.0.2 py311hb6e97c4_0
pyasn1 0.4.8 pyhd3eb1b0_0
pyasn1-modules 0.2.8 py_0
pybtex 0.24.0 pypi_0 pypi
pybtex-docutils 1.0.3 pypi_0 pypi
pycodestyle 2.10.0 py311h06a4308_0
pycparser 2.21 pyhd3eb1b0_0
pyct 0.5.0 py311h06a4308_0
pycurl 7.45.2 py311hdbd6064_1
pydata-sphinx-theme 0.15.3 pypi_0 pypi
pydeck 0.8.0 py311h06a4308_2
pydispatcher 2.0.5 py311h06a4308_2
pydocstyle 6.3.0 py311h06a4308_0
pyerfa 2.0.0 py311h5eee18b_0
pyflakes 3.0.1 py311h06a4308_0
pygments 2.15.1 py311h06a4308_1
pylint 2.16.2 py311h06a4308_0
pylint-venv 2.3.0 py311h06a4308_0
pyls-spyder 0.4.0 pyhd3eb1b0_0
pyodbc 5.0.1 py311h6a678d5_0
pyopenssl 24.0.0 py311h06a4308_0
pyparsing 3.0.9 py311h06a4308_0
pyqt 5.15.10 py311h6a678d5_0
pyqt5-sip 12.13.0 py311h5eee18b_0
pyqtwebengine 5.15.10 py311h6a678d5_0
pysocks 1.7.1 py311h06a4308_0
pytables 3.9.2 py311h9d13977_0
pytest 7.4.0 py311h06a4308_0
python 3.11.7 h955ad1f_0
python-dateutil 2.8.2 pyhd3eb1b0_0
python-fastjsonschema 2.16.2 py311h06a4308_0
python-json-logger 2.0.7 py311h06a4308_0
python-lmdb 1.4.1 py311h6a678d5_0
python-lsp-black 1.2.1 py311h06a4308_0
python-lsp-jsonrpc 1.0.0 pyhd3eb1b0_0
python-lsp-server 1.7.2 py311h06a4308_0
python-slugify 5.0.2 pyhd3eb1b0_0
python-snappy 0.6.1 py311h6a678d5_0
python-tzdata 2023.3 pyhd3eb1b0_0
pytoolconfig 1.2.6 py311h06a4308_0
pytz 2024.1 pypi_0 pypi
pyviz_comms 3.0.0 py311h06a4308_0
pywavelets 1.5.0 py311hf4808d0_0
pyxdg 0.27 pyhd3eb1b0_0
pyyaml 6.0.1 py311h5eee18b_0
pyzmq 25.1.2 py311h6a678d5_0
qdarkstyle 3.0.2 pyhd3eb1b0_0
qstylizer 0.2.2 py311h06a4308_0
qt-main 5.15.2 h53bd1ea_10
qt-webengine 5.15.9 h9ab4d14_7
qtawesome 1.2.2 py311h06a4308_0
qtconsole 5.4.2 py311h06a4308_0
qtpy 2.4.1 py311h06a4308_0
quantecon 0.7.2 pypi_0 pypi
quantecon-book-theme 0.7.1 pypi_0 pypi
queuelib 1.6.2 py311h06a4308_0
re2 2022.04.01 h295c915_0
readline 8.2 h5eee18b_0
referencing 0.30.2 py311h06a4308_0
regex 2023.10.3 py311h5eee18b_0
requests 2.31.0 py311h06a4308_1
requests-file 1.5.1 pyhd3eb1b0_0
rfc3339-validator 0.1.4 py311h06a4308_0
rfc3986-validator 0.1.1 py311h06a4308_0
rich 13.3.5 py311h06a4308_0
rope 1.7.0 py311h06a4308_0
rpds-py 0.10.6 py311hb02cf49_0
rtree 1.0.1 py311h06a4308_0
s2n 1.3.27 hdbd6064_0
s3fs 2023.10.0 py311h06a4308_0
scikit-image 0.22.0 py311ha02d727_0
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