51. Execution Statistics#
This table contains the latest execution statistics.
Document |
Modified |
Method |
Run Time (s) |
Status |
|---|---|---|---|---|
2026-09-28 02:32 |
cache |
91.3 |
✅ |
|
2026-09-28 02:32 |
cache |
33.87 |
✅ |
|
2026-09-28 02:35 |
cache |
148.15 |
✅ |
|
2026-09-28 02:35 |
cache |
6.46 |
✅ |
|
2026-09-28 02:35 |
cache |
2.57 |
✅ |
|
2026-09-28 02:35 |
cache |
15.5 |
✅ |
|
2026-09-28 02:35 |
cache |
6.82 |
✅ |
|
2026-09-28 02:40 |
cache |
294.62 |
✅ |
|
2026-09-28 02:46 |
cache |
376.14 |
✅ |
|
2026-09-28 02:47 |
cache |
3.7 |
✅ |
|
2026-09-28 02:47 |
cache |
0.64 |
✅ |
|
2026-09-28 02:47 |
cache |
22.4 |
✅ |
|
2026-09-28 02:47 |
cache |
3.7 |
✅ |
|
2026-09-28 02:50 |
cache |
192.87 |
✅ |
|
2026-09-28 02:50 |
cache |
13.29 |
✅ |
|
2026-09-28 02:51 |
cache |
7.82 |
✅ |
|
2026-09-28 02:51 |
cache |
31.83 |
✅ |
|
2026-09-28 02:51 |
cache |
18.44 |
✅ |
|
2026-09-28 02:51 |
cache |
0.53 |
✅ |
|
2026-09-28 02:51 |
cache |
4.16 |
✅ |
|
2026-09-28 02:52 |
cache |
10.42 |
✅ |
|
2026-09-28 02:52 |
cache |
11.71 |
✅ |
|
2026-09-28 02:52 |
cache |
7.23 |
✅ |
|
2026-09-28 02:52 |
cache |
2.71 |
✅ |
|
2026-09-28 02:52 |
cache |
3.65 |
✅ |
|
2026-09-28 02:53 |
cache |
52.54 |
✅ |
|
2026-09-28 02:53 |
cache |
12.74 |
✅ |
|
2026-09-28 02:53 |
cache |
18.45 |
✅ |
|
2026-09-28 02:54 |
cache |
18.85 |
✅ |
|
2026-09-28 02:54 |
cache |
5.89 |
✅ |
|
2026-09-28 02:54 |
cache |
8.97 |
✅ |
|
2026-09-28 02:54 |
cache |
9.12 |
✅ |
|
2026-09-28 02:55 |
cache |
39.95 |
✅ |
|
2026-09-28 02:55 |
cache |
23.36 |
✅ |
|
2026-09-28 02:55 |
cache |
1.2 |
✅ |
|
2026-09-28 02:55 |
cache |
1.61 |
✅ |
|
2026-09-28 02:55 |
cache |
2.83 |
✅ |
|
2026-09-28 02:55 |
cache |
7.48 |
✅ |
|
2026-09-28 02:56 |
cache |
21.64 |
✅ |
|
2026-09-28 02:56 |
cache |
2.67 |
✅ |
|
2026-09-28 02:56 |
cache |
2.26 |
✅ |
|
2026-09-28 02:56 |
cache |
4.26 |
✅ |
|
2026-09-28 02:56 |
cache |
4.74 |
✅ |
|
2026-09-28 02:56 |
cache |
0.6 |
✅ |
|
2026-09-28 02:56 |
cache |
3.93 |
✅ |
|
2026-09-28 02:56 |
cache |
5.03 |
✅ |
|
2026-09-28 02:56 |
cache |
2.46 |
✅ |
|
2026-09-28 02:56 |
cache |
7.99 |
✅ |
|
2026-09-28 02:56 |
cache |
3.17 |
✅ |
|
2026-09-28 02:57 |
cache |
3.25 |
✅ |
|
2026-09-28 02:57 |
cache |
6.85 |
✅ |
|
2026-09-28 02:51 |
cache |
0.53 |
✅ |
These lectures are built on linux instances through github actions.
These lectures are using the following python version
!python --version
Python 3.13.15
and the following package versions
!conda list
Show code cell output
Hide code cell output
# packages in environment at /opt/conda/envs/quantecon:
#
# Name Version Build Channel
_libgcc_mutex 0.1 main
_openmp_mutex 5.1 52_gnu
absl-py 2.5.0 pypi_0 pypi
accessible-pygments 0.0.5 pypi_0 pypi
adwaita-icon-theme 50.0 h453da34_0
alabaster 0.7.16 pypi_0 pypi
anyio 4.15.1 py313h06a4308_0
aom 3.14.0 h145e769_0
argon2-cffi 25.1.0 py313h06a4308_0
argon2-cffi-bindings 25.1.0 py313hee96239_0
arrow 1.4.0 pypi_0 pypi
asttokens 3.0.1 py313h06a4308_0
async-lru 2.3.0 py313h06a4308_0
at-spi2-atk 2.34.2 hfac8509_1
at-spi2-core 2.36.0 h597f2ad_2
atk-1.0 2.38.0 he149ff8_0
attrs 26.1.0 py313h0c820a0_0
aws-c-auth 0.10.3 h47b2149_0
aws-c-cal 0.9.14 h1b28b03_0
aws-c-common 0.14.0 h47b2149_0
aws-c-compression 0.3.2 h47b2149_1
aws-c-http 0.11.0 h47b2149_1
aws-c-io 0.26.3 hae8756c_2
aws-c-s3 0.12.5 h1b28b03_0
aws-c-sdkutils 0.2.4 h47b2149_3
aws-checksums 0.2.10 h47b2149_1
babel 2.18.0 py313h06a4308_0
beautifulsoup4 4.15.0 py313h06a4308_0
blas 1.0 mkl
bleach 6.4.0 py313h06a4308_0
blosc 1.21.6 hf7d4471_0
brotli-python 1.2.0 py313h3dd09e2_0
bzip2 1.0.8 h5eee18b_6
c-ares 1.34.8 hd44998d_0
c-blosc2 3.1.2 h11a92f1_0
ca-certificates 2026.8.13 h06a4308_0
cairo 1.18.4 ha82d1dd_1
certifi 2026.7.22 py313h06a4308_0
cffi 2.1.1 py313h3b52fac_0
charset-normalizer 3.4.7 py313h06a4308_0
click 8.5.0 pypi_0 pypi
cloudpickle 3.1.2 pypi_0 pypi
colorama 0.4.6 pypi_0 pypi
comm 0.2.3 py313h06a4308_0
contourpy 1.4.0 py313he3964cc_0
cvxopt 1.3.3 pypi_0 pypi
cycler 0.12.1 py313h06a4308_0
cyrus-sasl 2.1.28 h2f687bf_5
dask 2026.8.0 pypi_0 pypi
dav1d 1.5.3 h12c9f22_1
dbus 1.16.2 h5bd4931_0
debugpy 1.8.21 py313h7354ed3_0
defusedxml 0.7.1 pyhd3eb1b0_0
distributed 2026.8.0 pypi_0 pypi
docutils 0.21.2 pypi_0 pypi
epoxy 1.5.10 h1d90447_0
et_xmlfile 2.0.0 py313h06a4308_0
executing 2.2.1 py313h06a4308_1
expat 2.8.5 h7354ed3_1
font-ttf-dejavu-sans-mono 2.37 hd3eb1b0_0
font-ttf-inconsolata 2.001 hcb22688_0
font-ttf-source-code-pro 2.030 hd3eb1b0_0
font-ttf-ubuntu 0.83 h8b1ccd4_0
fontconfig 2.18.2 h4dd9078_0
fonts-anaconda 1 h8fa9717_0
fonts-conda-ecosystem 1 hd3eb1b0_0
fonttools 4.63.0 py313h47b2149_0
formulaic 1.2.2 pypi_0 pypi
fqdn 1.5.1 pypi_0 pypi
freetype 2.14.1 hf5b9546_0
fribidi 1.0.16 h10f3c28_1
fsspec 2026.9.0 pypi_0 pypi
gdk-pixbuf 2.44.8 h62f32bd_0
gettext 0.25.1 h92eb808_0
gettext-tools 0.25.1 h6a67909_0
gitdb 4.0.12 pypi_0 pypi
gitpython 3.1.62 pypi_0 pypi
glib 2.88.3 h617169b_1
glib-tools 2.88.3 h9fad118_1
gmp 6.3.0 haace2f4_1
gmpy2 2.3.1 py313h1cd8627_0
graphite2 1.3.15 h9ba177b_0
graphviz 14.1.3 h30e4ea8_1
gtk3 3.24.43 h82730a3_1
gts 0.7.6 hf4d1901_4
h11 0.16.0 py313h06a4308_1
h5py 3.16.0 py313hbc3df90_0
harfbuzz 12.3.0 h572a7f1_2
hdf5 2.0.0 h70e4b01_4
hicolor-icon-theme 0.18 h06a4308_0
httpcore 1.0.9 py313h06a4308_0
httpx 0.28.1 py313h06a4308_1
icu 78.3 h53478e7_1
idna 3.18 py313h06a4308_0
imagesize 2.0.1 pypi_0 pypi
importlib-metadata 9.0.1 pypi_0 pypi
intel-openmp 2025.0.0 h06a4308_1172
interface-meta 2.0.1 pypi_0 pypi
interpolation 2.2.7 pypi_0 pypi
ipykernel 7.3.0 py313h7040dfc_0
ipython 9.17.1 py313h06a4308_0
ipython_pygments_lexers 1.1.1 py313h06a4308_0
ipywidgets 8.1.9 py313h06a4308_0
isoduration 20.11.0 pypi_0 pypi
jansson 2.15.0 hbcba0ee_0
jax 0.11.2 pypi_0 pypi
jaxlib 0.11.2 pypi_0 pypi
jedi 0.20.0 py313h06a4308_0
jinja2 3.1.6 py313h06a4308_1
joblib 1.5.3 py313h06a4308_0
json5 0.15.0 py313h06a4308_0
jsonpointer 3.1.1 pypi_0 pypi
jsonschema 4.26.0 py313h06a4308_0
jsonschema-specifications 2025.9.1 py313h06a4308_0
jupyter 1.1.1 py313h06a4308_0
jupyter-book 1.0.4.post1 pypi_0 pypi
jupyter-builder 1.2.0 py313h06a4308_0
jupyter-cache 1.0.1 pypi_0 pypi
jupyter-lsp 2.3.1 py313h06a4308_1
jupyter_client 8.10.0 py313h06a4308_0
jupyter_console 6.6.3 py313h06a4308_1
jupyter_core 5.9.1 py313h06a4308_0
jupyter_events 0.12.1 py313h06a4308_0
jupyter_server 2.21.1 py313h06a4308_0
jupyter_server_terminals 0.5.4 py313h06a4308_0
jupyterlab 4.6.4 py313h06a4308_0
jupyterlab_pygments 0.3.0 py313h06a4308_0
jupyterlab_server 2.28.1 py313h06a4308_0
jupyterlab_widgets 3.0.17 pyhd3eb1b0_0
kaleido 0.2.1 pypi_0 pypi
kiwisolver 1.5.0 py313h7354ed3_0
lark 1.3.1 pypi_0 pypi
latexcodec 3.0.1 pypi_0 pypi
lcms2 2.19.1 h425df66_1
ld_impl_linux-64 2.44 h9e0c5a2_3
lerc 4.1.0 h7354ed3_2
libasprintf 0.25.1 hf2ab22a_0
libasprintf-devel 0.25.1 hf2ab22a_0
libavif 1.4.2 h571aff8_0
libbrotlicommon 1.2.0 h32cd6e7_0
libbrotlidec 1.2.0 ha2c5f68_0
libbrotlienc 1.2.0 h2e96acb_0
libcups 2.4.19 h23114ae_0
libcurl 8.22.0 hd8fa685_0
libdeflate 1.22 h5eee18b_0
libdrm 2.4.134 h22c3c2f_1
libegl 1.7.0 h4cac700_3
libev 4.33 h7f8727e_1
libevent 2.1.13 h0bdef0d_1
libexpat 2.8.5 h7354ed3_1
libffi 3.4.8 h06d3fd0_3
libgcc 15.2.0 h69a1729_8
libgcc-ng 15.2.0 h166f726_8
libgd 2.3.3 hd0a2145_6
libgettextpo 0.25.1 hf2ab22a_0
libgettextpo-devel 0.25.1 hf2ab22a_0
libgfortran 15.2.0 h166f726_8
libgfortran5 15.2.0 hc633d37_8
libgl 1.7.0 hb0f338c_3
libglib 2.88.3 h04aa493_1
libglvnd 1.7.0 h47b2149_3
libglx 1.7.0 h71acf41_3
libgomp 15.2.0 h4751f2c_8
libiconv 1.18 h75a1612_0
libidn2 2.3.8 hf80d704_0
libjpeg-turbo 3.1.3 h47b2149_0
libkrb5 1.22.2 hbd13c29_0
libllvm22 22.1.2 h0e0d5da_3
libmpdec 4.0.1 h47b2149_0
libnghttp2 1.69.0 h8214106_1
libopengl 1.7.0 h4cac700_3
libopenjpeg 2.5.4 h47b2149_2
libpciaccess 0.19 h5739cea_1
libpng 1.6.56 h22898a0_0
libpq 18.4 h81741d5_1
librsvg 2.62.1 hcee6305_1
libsass 0.23.0 pypi_0 pypi
libsodium 1.0.21 h83fc4cd_1
libssh2 1.11.1 hfbabe93_1
libstdcxx 15.2.0 h39759b7_8
libstdcxx-ng 15.2.0 hc03a8fd_8
libtiff 4.7.2 h2b43d3b_0
libunistring 1.4.2 h34b0ebb_0
libuuid 1.41.5 h5eee18b_0
libwebp-base 1.6.0 hb7bb969_0
libxcb 1.17.0 h9b100fa_0
libxkbcommon 1.13.2 h3199216_1
libxml2 2.15.4 h00c5e6d_0
libxslt 1.1.45 h2e11920_0
libzlib 1.3.2 h47b2149_0
linkify-it-py 2.2.0 pypi_0 pypi
llvmlite 0.47.0 py313hb8df7be_1
lmdb 1.0.0 hfe55579_0
locket 1.0.0 pypi_0 pypi
lxml 6.1.1 py313h2e11920_0
lz4-c 1.9.4 h7354ed3_5
lzo 2.10 h7b6447c_2
markdown-it-py 3.0.0 pypi_0 pypi
markupsafe 3.0.3 py313h47b2149_0
matplotlib 3.11.0 py313h06a4308_0
matplotlib-base 3.11.0 py313h8a257da_0
matplotlib-inline 0.2.2 py313h06a4308_0
mdit-py-plugins 0.6.1 pypi_0 pypi
mdurl 0.1.2 pypi_0 pypi
mesalib 26.1.6 h3583ad3_0
mistune 3.3.3 py313h06a4308_0
mkl 2025.0.0 h6d8faa4_942
mkl-service 2.7.2 py313h365c7f6_0
mkl_fft 2.3.2 py313h64f0c63_0
mkl_random 1.4.1 py313h86c3e14_0
ml-dtypes 0.6.0 pypi_0 pypi
mpc 1.3.1 h5eee18b_0
mpfr 4.2.1 hcba2a6a_1
mpi 1.0 mpich
mpi4py 4.1.2 py313ha730828_0
mpich 4.3.2 hf345156_0
mpmath 1.3.0 py313h06a4308_0
msgpack 1.2.2 pypi_0 pypi
mysql-common 9.7.2 h9e076cb_1
mysql-libs 9.7.2 he5ffe59_1
myst-nb 1.4.0 pypi_0 pypi
myst-parser 3.0.1 pypi_0 pypi
narwhals 2.23.0 py313h06a4308_0
nbclient 0.11.0 py313h06a4308_0
nbconvert 7.17.1 py313h06a4308_0
nbconvert-core 7.17.1 py313h06a4308_0
nbconvert-pandoc 7.17.1 py313h06a4308_0
nbdime 4.0.4 pypi_0 pypi
nbformat 5.11.0 py313h06a4308_0
ncurses 6.6 hfaaeb4e_0
nest-asyncio2 1.7.2 py313h06a4308_0
networkx 3.6.1 py313h06a4308_0
notebook 7.6.2 py313h06a4308_0
notebook-shim 0.2.4 py313h06a4308_1
numba 0.65.1 py313hbd3cbf0_1
numexpr 2.14.2 py313hf74ea54_0
numpy 2.4.6 py313h4c24699_0
numpy-base 2.4.6 py313h00548fb_0
openldap 2.6.12 h6d82be7_2
openpyxl 3.1.5 py313h5eee18b_1
openssl 3.5.8 h1b28b03_0
opt-einsum 3.4.0 pypi_0 pypi
optax 0.2.8 pypi_0 pypi
packaging 26.3 py313h06a4308_0
pandas 3.0.3 py313h86c3e14_0
pandoc 3.8 h06a4308_0
pandocfilters 1.5.1 py313h06a4308_0
pango 1.56.4 h3ae9cb3_1
parso 0.8.7 py313h06a4308_0
partd 1.4.2 pypi_0 pypi
patsy 1.0.2 py313h06a4308_0
pcre2 10.48 hef3d6e7_0
pexpect 4.9.0 py313h06a4308_1
pillow 12.3.0 py313h652d24c_0
pip 26.2.1 pyhc872135_0
pixman 0.46.4 h86ba9f7_1
platformdirs 4.11.0 py313h06a4308_0
plotly 6.9.0 py313h7040dfc_0
polytope 0.2.5 pypi_0 pypi
prettytable 3.18.0 pypi_0 pypi
prometheus_client 0.24.1 py313h06a4308_0
prompt-toolkit 3.0.53 py313h06a4308_0
prompt_toolkit 3.0.53 hd3eb1b0_0
psutil 7.2.2 py313h47b2149_0
pthread-stubs 0.3 h47b2149_2
ptyprocess 0.7.0 pyhd3eb1b0_3
pure_eval 0.2.3 py313h06a4308_0
py-cpuinfo 9.0.0 py313h06a4308_0
pybtex 0.26.1 pypi_0 pypi
pybtex-docutils 1.0.3 pypi_0 pypi
pycparser 3.0 py313h06a4308_0
pydata-sphinx-theme 0.15.4 pypi_0 pypi
pygments 2.20.0 py313h06a4308_0
pyparsing 3.3.2 py313h06a4308_0
pyqt 6.11.0 py313h0eb9b55_0
pyqt6-sip 13.11.1 py313h47b2149_0
pysocks 1.7.1 py313h06a4308_2
pytables 3.11.1 py313h3393b97_1
python 3.13.15 h9631c4f_102_cp313
python-dateutil 2.9.0post0 py313h06a4308_2
python-fastjsonschema 2.22.1 py313h06a4308_0
python-graphviz 0.21 py313h06a4308_0
python-json-logger 4.1.0 py313h06a4308_0
python_abi 3.13 4_cp313
pyyaml 6.0.3 py313h591646f_0
pyzmq 27.2.0 py313hfb5a9c0_0
qtbase 6.11.2 h425c84c_0
qtconsole 5.7.2 py313h06a4308_0
qtdeclarative 6.11.0 h89ee561_1
qtpy 2.4.3 py313h06a4308_0
qtsvg 6.11.0 hbecefc2_1
qttools 6.11.0 h0af0a4d_1
qtwayland 6.11.0 h84ca50f_1
qtwebchannel 6.11.0 h7ebffc9_1
qtwebsockets 6.11.0 h03d4248_1
quantecon 0.12.0 pypi_0 pypi
quantecon-book-networks 1.6 pypi_0 pypi
quantecon-book-theme 0.22.0 pypi_0 pypi
readline 8.3 hc2a1206_0
referencing 0.37.0 py313h06a4308_0
requests 2.34.2 py313h06a4308_0
rfc3339-validator 0.1.4 py313h06a4308_0
rfc3986-validator 0.1.1 py313h06a4308_0
rfc3987-syntax 1.1.0 pypi_0 pypi
rpds-py 0.28.0 py313h498d7c9_0
s2n 1.7.7 hf6aed72_0
scikit-learn 1.9.0 py313h86c3e14_0
scipy 1.18.0 py313h804029f_0
seaborn 0.13.2 py313h06a4308_3
send2trash 1.8.3 py313h06a4308_0
setuptools 83.0.0 py313h06a4308_0
sip 6.15.1 py313he6c97cb_0
six 1.17.0 py313h06a4308_0
smmap 5.0.3 pypi_0 pypi
snowballstemmer 3.1.1 pypi_0 pypi
sortedcontainers 2.4.0 pypi_0 pypi
soupsieve 2.9.2 py313h06a4308_0
sphinx 7.4.7 pypi_0 pypi
sphinx-book-theme 1.1.4 pypi_0 pypi
sphinx-comments 0.0.3 pypi_0 pypi
sphinx-copybutton 0.5.2 pypi_0 pypi
sphinx-design 0.7.0 pypi_0 pypi
sphinx-exercise 1.2.1 pypi_0 pypi
sphinx-external-toc 1.1.0 pypi_0 pypi
sphinx-jupyterbook-latex 1.0.0 pypi_0 pypi
sphinx-multitoc-numbering 0.1.3 pypi_0 pypi
sphinx-proof 0.4.0 pypi_0 pypi
sphinx-reredirects 1.1.0 pypi_0 pypi
sphinx-thebe 0.3.1 pypi_0 pypi
sphinx-togglebutton 0.4.5 pypi_0 pypi
sphinx-tojupyter 0.6.0 pypi_0 pypi
sphinxcontrib-applehelp 2.0.0 pypi_0 pypi
sphinxcontrib-bibtex 2.7.0 pypi_0 pypi
sphinxcontrib-devhelp 2.0.0 pypi_0 pypi
sphinxcontrib-htmlhelp 2.1.0 pypi_0 pypi
sphinxcontrib-jsmath 1.0.1 pypi_0 pypi
sphinxcontrib-qthelp 2.0.0 pypi_0 pypi
sphinxcontrib-serializinghtml 2.0.0 pypi_0 pypi
sphinxcontrib-youtube 1.5.0 pypi_0 pypi
sphinxext-rediraffe 0.3.0 pypi_0 pypi
spirv-tools 2026.1 h24d9097_0
sqlalchemy 2.1.0 pypi_0 pypi
sqlite 3.53.4 h795bf6d_0
stack_data 0.6.3 py313h06a4308_0
statsmodels 0.15.0 pypi_0 pypi
sympy 1.14.0 py313h06a4308_1
tabulate 0.10.0 pypi_0 pypi
tbb 2022.0.0 hdb19cb5_0
tbb-devel 2022.0.0 hdb19cb5_0
tblib 3.2.2 pypi_0 pypi
terminado 0.18.1 py313h06a4308_1
threadpoolctl 3.5.0 py313h7040dfc_1
tinycss2 1.5.1 py313h06a4308_0
tk 8.6.15 h54e0aa7_0
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tzdata 2026.4 pypi_0 pypi
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urllib3 2.8.0 py313h06a4308_0
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xcb-util-wm 0.4.2 h5eee18b_0
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xlrd 2.0.2 pyhd3eb1b0_0
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xorg-libsm 1.2.6 h984eb1c_1
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xorg-libxdmcp 1.1.5 h9b100fa_0
xorg-libxext 1.3.7 h1ce37a7_0
xorg-libxfixes 6.0.2 h5f4defd_0
xorg-libxi 1.8.3 h72d95de_0
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xorg-libxtst 1.2.5 h8424592_4
xorg-libxxf86vm 1.1.7 hc450a19_0
xorg-xorgproto 2025.1 h47b2149_0
xz 5.8.4 h140a991_0
yaml 0.2.5 h591646f_1
zeromq 4.3.5 hf801bfb_2
zict 3.0.0 pypi_0 pypi
zipp 4.1.0 pypi_0 pypi
zlib 1.3.2 h47b2149_0
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zstd 1.5.7 h11fc155_0