24. Execution Statistics#

This table contains the latest execution statistics.

Document

Modified

Method

Run Time (s)

Status

about_py

2025-06-28 03:50

cache

2.02

debugging

2025-06-28 03:50

cache

2.16

functions

2025-06-28 03:50

cache

1.95

getting_started

2025-06-28 03:50

cache

1.55

intro

2025-06-28 03:50

cache

1.0

jax_intro

2025-06-28 03:50

cache

0.97

matplotlib

2025-06-28 03:51

cache

4.09

names

2025-06-28 03:51

cache

1.01

need_for_speed

2025-06-28 03:51

cache

2.23

numba

2025-06-28 03:51

cache

11.97

numpy

2025-06-28 03:51

cache

10.74

oop_intro

2025-06-28 03:51

cache

2.38

pandas

2025-06-28 03:51

cache

22.76

pandas_panel

2025-06-28 03:51

cache

4.83

parallelization

2025-06-28 03:52

cache

36.81

python_advanced_features

2025-06-28 03:52

cache

20.19

python_by_example

2025-06-28 03:53

cache

6.48

python_essentials

2025-06-28 03:53

cache

1.76

python_oop

2025-06-28 03:53

cache

2.25

scipy

2025-06-28 03:53

cache

11.13

status

2025-06-28 03:53

cache

4.12

sympy

2025-06-28 03:53

cache

6.7

troubleshooting

2025-06-28 03:50

cache

1.0

workspace

2025-06-28 03:50

cache

1.0

writing_good_code

2025-06-28 03:53

cache

2.51

These lectures are built on linux instances through github actions.

These lectures are using the following python version

!python --version
Python 3.12.7

and the following package versions

!conda list
Hide 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
accessible-pygments              0.0.5               pypi_0              pypi
aiobotocore                      2.12.3              py312h06a4308_0
aiohappyeyeballs                 2.4.0               py312h06a4308_0
aiohttp                          3.10.5              py312h5eee18b_0
aioitertools                     0.7.1               pyhd3eb1b0_0
aiosignal                        1.2.0               pyhd3eb1b0_0
alabaster                        0.7.16              py312h06a4308_0
altair                           5.0.1               py312h06a4308_0
anaconda                         2024.10             py312_mkl_0
anyio                            4.2.0               py312h06a4308_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              py312h5eee18b_0
arrow                            1.2.3               py312h06a4308_1
arrow-cpp                        16.1.0              hc1eb8f0_0
astroid                          2.14.2              py312h06a4308_0
astropy                          6.1.3               py312h5eee18b_0
astropy-iers-data                0.2024.9.2.0.33.23  py312h06a4308_0
asttokens                        2.0.5               pyhd3eb1b0_0
async-lru                        2.0.4               py312h06a4308_0
atomicwrites                     1.4.0               py_0
attrs                            23.1.0              py312h06a4308_0
automat                          20.2.0              py_0
autopep8                         2.0.4               pyhd3eb1b0_0
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              py312h06a4308_0
bcrypt                           3.2.0               py312h5eee18b_1
beautifulsoup4                   4.12.3              py312h06a4308_0
binaryornot                      0.4.4               pyhd3eb1b0_1
black                            24.8.0              py312h06a4308_0
blas                             1.0                 mkl
bleach                           4.1.0               pyhd3eb1b0_0
blinker                          1.6.2               py312h06a4308_0
blosc                            1.21.3              h6a678d5_0
bokeh                            3.6.0               py312h06a4308_0
boost-cpp                        1.82.0              hdb19cb5_2
botocore                         1.34.69             py312h06a4308_0
bottleneck                       1.3.7               py312ha883a20_0
brotli                           1.0.9               h5eee18b_8
brotli-bin                       1.0.9               h5eee18b_8
brotli-python                    1.0.9               py312h6a678d5_8
brunsli                          0.1                 h2531618_0
bzip2                            1.0.8               h5eee18b_6
c-ares                           1.19.1              h5eee18b_0
c-blosc2                         2.12.0              h80c7b02_0
ca-certificates                  2024.9.24           h06a4308_0
cachetools                       5.3.3               py312h06a4308_0
certifi                          2024.8.30           py312h06a4308_0
cffi                             1.17.1              py312h1fdaa30_0
cfitsio                          3.470               h5893167_7
chardet                          4.0.0               py312h06a4308_1003
charls                           2.2.0               h2531618_0
charset-normalizer               3.3.2               pyhd3eb1b0_0
click                            8.1.7               py312h06a4308_0
cloudpickle                      3.0.0               py312h06a4308_0
colorama                         0.4.6               py312h06a4308_0
colorcet                         3.1.0               py312h06a4308_0
comm                             0.2.1               py312h06a4308_0
constantly                       23.10.4             py312h06a4308_0
contourpy                        1.2.0               py312hdb19cb5_0
cookiecutter                     2.6.0               py312h06a4308_0
cryptography                     43.0.0              py312hdda0065_0
cssselect                        1.2.0               py312h06a4308_0
curl                             8.9.1               hdbd6064_0
curl-cffi                        0.11.4              pypi_0              pypi
cycler                           0.11.0              pyhd3eb1b0_0
cyrus-sasl                       2.1.28              h52b45da_1
cytoolz                          0.12.2              py312h5eee18b_0
dask                             2024.8.2            py312h06a4308_0
dask-core                        2024.8.2            py312h06a4308_0
dask-expr                        1.1.13              py312h06a4308_0
datashader                       0.16.3              py312h06a4308_0
dav1d                            1.2.1               h5eee18b_0
dbus                             1.13.18             hb2f20db_0
debugpy                          1.6.7               py312h6a678d5_0
decorator                        5.1.1               pyhd3eb1b0_0
defusedxml                       0.7.1               pyhd3eb1b0_0
diff-match-patch                 20200713            pyhd3eb1b0_0
dill                             0.3.8               py312h06a4308_0
distributed                      2024.8.2            py312h06a4308_0
docstring-to-markdown            0.11                py312h06a4308_0
docutils                         0.17.1              pypi_0              pypi
et_xmlfile                       1.1.0               py312h06a4308_1
executing                        0.8.3               pyhd3eb1b0_0
expat                            2.6.3               h6a678d5_0
filelock                         3.13.1              py312h06a4308_0
flake8                           7.0.0               py312h06a4308_0
flask                            3.0.3               py312h06a4308_0
fontconfig                       2.14.1              h4c34cd2_2
fonttools                        4.51.0              py312h5eee18b_0
fqdn                             1.5.1               pypi_0              pypi
freetype                         2.12.1              h4a9f257_0
frozendict                       2.4.6               pypi_0              pypi
frozenlist                       1.4.0               py312h5eee18b_0
fsspec                           2024.6.1            py312h06a4308_0
gensim                           4.3.3               py312h526ad5a_0
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                        3.1.43              py312h06a4308_0
glib                             2.78.4              h6a678d5_0
glib-tools                       2.78.4              h6a678d5_0
glog                             0.5.0               h6a678d5_1
greenlet                         3.0.1               py312h6a678d5_0
gst-plugins-base                 1.14.1              h6a678d5_1
gstreamer                        1.14.1              h5eee18b_1
h11                              0.14.0              py312h06a4308_0
h5py                             3.11.0              py312h34c39bb_0
hdf5                             1.12.1              h2b7332f_3
heapdict                         1.0.1               pyhd3eb1b0_0
holoviews                        1.19.1              py312h06a4308_0
httpcore                         1.0.2               py312h06a4308_0
httpx                            0.27.0              py312h06a4308_0
hvplot                           0.11.0              py312h06a4308_0
hyperlink                        21.0.0              pyhd3eb1b0_0
icu                              73.1                h6a678d5_0
idna                             3.7                 py312h06a4308_0
imagecodecs                      2023.1.23           py312h81b8100_1
imageio                          2.33.1              py312h06a4308_0
imagesize                        1.4.1               py312h06a4308_0
imbalanced-learn                 0.12.3              py312h06a4308_1
importlib-metadata               7.0.1               py312h06a4308_0
incremental                      22.10.0             pyhd3eb1b0_0
inflection                       0.5.1               py312h06a4308_1
iniconfig                        1.1.1               pyhd3eb1b0_0
intake                           2.0.7               py312h06a4308_0
intel-openmp                     2023.1.0            hdb19cb5_46306
intervaltree                     3.1.0               pyhd3eb1b0_0
ipykernel                        6.28.0              py312h06a4308_0
ipython                          8.27.0              py312h06a4308_0
ipython_genutils                 0.2.0               pyhd3eb1b0_1
ipywidgets                       7.8.1               py312h06a4308_0
isoduration                      20.11.0             pypi_0              pypi
isort                            5.13.2              py312h06a4308_0
itemadapter                      0.3.0               pyhd3eb1b0_0
itemloaders                      1.1.0               py312h06a4308_0
itsdangerous                     2.2.0               py312h06a4308_0
jaraco.classes                   3.2.1               pyhd3eb1b0_0
jedi                             0.19.1              py312h06a4308_0
jeepney                          0.7.1               pyhd3eb1b0_0
jellyfish                        1.0.1               py312hb02cf49_0
jinja2                           3.1.4               py312h06a4308_0
jmespath                         1.0.1               py312h06a4308_0
joblib                           1.4.2               py312h06a4308_0
jpeg                             9e                  h5eee18b_3
jq                               1.6                 h27cfd23_1000
json5                            0.9.6               pyhd3eb1b0_0
jsonpointer                      3.0.0               pypi_0              pypi
jsonschema                       4.23.0              py312h06a4308_0
jsonschema-specifications        2023.7.1            py312h06a4308_0
jupyter                          1.0.0               py312h06a4308_9
jupyter-book                     1.0.3               pypi_0              pypi
jupyter-cache                    1.0.1               pypi_0              pypi
jupyter-lsp                      2.2.0               py312h06a4308_0
jupyter-server-mathjax           0.2.6               pypi_0              pypi
jupyter_client                   8.6.0               py312h06a4308_0
jupyter_console                  6.6.3               py312h06a4308_1
jupyter_core                     5.7.2               py312h06a4308_0
jupyter_events                   0.10.0              py312h06a4308_0
jupyter_server                   2.14.1              py312h06a4308_0
jupyter_server_terminals         0.4.4               py312h06a4308_1
jupyterlab                       4.2.5               py312h06a4308_0
jupyterlab-variableinspector     3.1.0               py312h06a4308_0
jupyterlab_pygments              0.1.2               py_0
jupyterlab_server                2.27.3              py312h06a4308_0
jupyterlab_widgets               1.0.0               pyhd3eb1b0_1
jxrlib                           1.1                 h7b6447c_2
keyring                          24.3.1              py312h06a4308_0
kiwisolver                       1.4.4               py312h6a678d5_0
krb5                             1.20.1              h143b758_1
latexcodec                       3.0.1               pypi_0              pypi
lazy-object-proxy                1.10.0              py312h5eee18b_0
lazy_loader                      0.4                 py312h06a4308_0
lcms2                            2.12                h3be6417_0
ld_impl_linux-64                 2.40                h12ee557_0
lerc                             3.0                 h295c915_0
libabseil                        20240116.2          cxx17_h6a678d5_0
libaec                           1.0.4               he6710b0_1
libavif                          0.11.1              h5eee18b_0
libboost                         1.82.0              h109eef0_2
libbrotlicommon                  1.0.9               h5eee18b_8
libbrotlidec                     1.0.9               h5eee18b_8
libbrotlienc                     1.0.9               h5eee18b_8
libclang                         14.0.6              default_hc6dbbc7_1
libclang13                       14.0.6              default_he11475f_1
libcups                          2.4.2               h2d74bed_1
libcurl                          8.9.1               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_1
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
libgrpc                          1.62.2              h2d74bed_0
libiconv                         1.16                h5eee18b_3
libllvm14                        14.0.6              hecde1de_4
libnghttp2                       1.57.0              h2d74bed_0
libpng                           1.6.39              h5eee18b_0
libpq                            12.17               hdbd6064_0
libprotobuf                      4.25.3              he621ea3_0
libsass                          0.23.0              pypi_0              pypi
libsodium                        1.0.18              h7b6447c_0
libspatialindex                  1.9.3               h2531618_0
libssh2                          1.11.0              h251f7ec_0
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              hfdd30dd_2
libxslt                          1.1.37              h5eee18b_1
libzopfli                        1.0.3               he6710b0_0
linkify-it-py                    2.0.0               py312h06a4308_0
llvmlite                         0.43.0              py312h6a678d5_0
locket                           1.0.0               py312h06a4308_0
lxml                             5.2.1               py312hdbbb534_0
lz4                              4.3.2               py312h5eee18b_0
lz4-c                            1.9.4               h6a678d5_1
lzo                              2.10                h7b6447c_2
markdown                         3.4.1               py312h06a4308_0
markdown-it-py                   2.2.0               py312h06a4308_1
markupsafe                       2.1.3               py312h5eee18b_0
matplotlib                       3.9.2               py312h06a4308_0
matplotlib-base                  3.9.2               py312h66fe004_0
matplotlib-inline                0.1.6               py312h06a4308_0
mccabe                           0.7.0               pyhd3eb1b0_0
mdit-py-plugins                  0.3.5               pypi_0              pypi
mdurl                            0.1.0               py312h06a4308_0
mistune                          2.0.4               py312h06a4308_0
mkl                              2023.1.0            h213fc3f_46344
mkl-service                      2.4.0               py312h5eee18b_1
mkl_fft                          1.3.10              py312h5eee18b_0
mkl_random                       1.2.7               py312h526ad5a_0
more-itertools                   10.3.0              py312h06a4308_0
mpmath                           1.3.0               py312h06a4308_0
msgpack-python                   1.0.3               py312hdb19cb5_0
multidict                        6.0.4               py312h5eee18b_0
multipledispatch                 0.6.0               py312h06a4308_0
multitasking                     0.0.11              pypi_0              pypi
mypy                             1.11.2              py312h5eee18b_0
mypy_extensions                  1.0.0               py312h06a4308_0
mysql                            5.7.24              h721c034_2
myst-nb                          1.2.0               pypi_0              pypi
myst-parser                      1.0.0               pypi_0              pypi
nbclient                         0.8.0               py312h06a4308_0
nbconvert                        7.16.4              py312h06a4308_0
nbdime                           4.0.2               pypi_0              pypi
nbformat                         5.10.4              py312h06a4308_0
ncurses                          6.4                 h6a678d5_0
nest-asyncio                     1.6.0               py312h06a4308_0
networkx                         3.3                 py312h06a4308_0
nltk                             3.9.1               py312h06a4308_0
notebook                         7.2.2               py312h06a4308_1
notebook-shim                    0.2.3               py312h06a4308_0
nspr                             4.35                h6a678d5_0
nss                              3.89.1              h6a678d5_0
numba                            0.60.0              py312h526ad5a_0
numexpr                          2.8.7               py312hf827012_0
numpy                            1.26.4              py312hc5e2394_0
numpy-base                       1.26.4              py312h0da6c21_0
numpydoc                         1.7.0               py312h06a4308_0
oniguruma                        6.9.7.1             h27cfd23_0
openjpeg                         2.5.2               he7f1fd0_0
openpyxl                         3.1.5               py312h5eee18b_0
openssl                          3.0.15              h5eee18b_0
orc                              2.0.1               h2d29ad5_0
overrides                        7.4.0               py312h06a4308_0
packaging                        24.1                py312h06a4308_0
pandas                           2.2.2               py312h526ad5a_0
pandocfilters                    1.5.0               pyhd3eb1b0_0
panel                            1.5.2               py312h06a4308_0
param                            2.1.1               py312h06a4308_0
parsel                           1.8.1               py312h06a4308_0
parso                            0.8.3               pyhd3eb1b0_0
partd                            1.4.1               py312h06a4308_0
pathspec                         0.10.3              py312h06a4308_0
patsy                            0.5.6               py312h06a4308_0
pcre2                            10.42               hebb0a14_1
peewee                           3.18.1              pypi_0              pypi
pexpect                          4.8.0               pyhd3eb1b0_3
pickleshare                      0.7.5               pyhd3eb1b0_1003
pillow                           10.4.0              py312h5eee18b_0
pip                              24.2                py312h06a4308_0
platformdirs                     3.10.0              py312h06a4308_0
plotly                           5.24.1              py312he106c6f_0
pluggy                           1.0.0               py312h06a4308_1
ply                              3.11                py312h06a4308_1
prometheus_client                0.14.1              py312h06a4308_0
prompt-toolkit                   3.0.43              py312h06a4308_0
prompt_toolkit                   3.0.43              hd3eb1b0_0
protego                          0.1.16              py_0
protobuf                         4.25.3              py312h12ddb61_0
psutil                           5.9.0               py312h5eee18b_0
ptyprocess                       0.7.0               pyhd3eb1b0_2
pure_eval                        0.2.2               pyhd3eb1b0_0
py-cpuinfo                       9.0.0               py312h06a4308_0
pyarrow                          16.1.0              py312h526ad5a_0
pyasn1                           0.4.8               pyhd3eb1b0_0
pyasn1-modules                   0.2.8               py_0
pybind11-abi                     5                   hd3eb1b0_0
pybtex                           0.25.1              pypi_0              pypi
pybtex-docutils                  1.0.3               pypi_0              pypi
pycodestyle                      2.11.1              py312h06a4308_0
pycparser                        2.21                pyhd3eb1b0_0
pyct                             0.5.0               py312h06a4308_0
pycurl                           7.45.3              py312hdbd6064_0
pydata-sphinx-theme              0.15.4              pypi_0              pypi
pydeck                           0.8.0               py312h06a4308_2
pydispatcher                     2.0.5               py312h06a4308_3
pydocstyle                       6.3.0               py312h06a4308_0
pyerfa                           2.0.1.4             py312ha883a20_0
pyflakes                         3.2.0               py312h06a4308_0
pygments                         2.15.1              py312h06a4308_1
pylint                           2.16.2              py312h06a4308_0
pylint-venv                      3.0.3               py312h06a4308_0
pyls-spyder                      0.4.0               pyhd3eb1b0_0
pyodbc                           5.1.0               py312h6a678d5_0
pyopenssl                        24.2.1              py312h06a4308_0
pyparsing                        3.1.2               py312h06a4308_0
pyqt                             5.15.10             py312h6a678d5_0
pyqt5-sip                        12.13.0             py312h5eee18b_0
pyqtwebengine                    5.15.10             py312h6a678d5_0
pysocks                          1.7.1               py312h06a4308_0
pytables                         3.10.1              py312h387d6ec_0
pytest                           7.4.4               py312h06a4308_0
python                           3.12.7              h5148396_0
python-dateutil                  2.9.0post0          py312h06a4308_2
python-fastjsonschema            2.16.2              py312h06a4308_0
python-json-logger               2.0.7               py312h06a4308_0
python-lmdb                      1.4.1               py312h6a678d5_0
python-lsp-black                 2.0.0               py312h06a4308_0
python-lsp-jsonrpc               1.1.2               pyhd3eb1b0_0
python-lsp-server                1.10.0              py312h06a4308_0
python-slugify                   5.0.2               pyhd3eb1b0_0
python-tzdata                    2023.3              pyhd3eb1b0_0
pytoolconfig                     1.2.6               py312h06a4308_0
pytz                             2024.1              py312h06a4308_0
pyviz_comms                      3.0.2               py312h06a4308_0
pywavelets                       1.7.0               py312h5eee18b_0
pyxdg                            0.27                pyhd3eb1b0_0
pyyaml                           6.0.1               py312h5eee18b_0
pyzmq                            25.1.2              py312h6a678d5_0
qdarkstyle                       3.2.3               pyhd3eb1b0_0
qstylizer                        0.2.2               py312h06a4308_0
qt-main                          5.15.2              h53bd1ea_10
qt-webengine                     5.15.9              h9ab4d14_7
qtawesome                        1.3.1               py312h06a4308_0
qtconsole                        5.5.1               py312h06a4308_0
qtpy                             2.4.1               py312h06a4308_0
quantecon                        0.8.1               pypi_0              pypi
quantecon-book-theme             0.8.2               pypi_0              pypi
queuelib                         1.6.2               py312h06a4308_0
re2                              2022.04.01          h295c915_0
readline                         8.2                 h5eee18b_0
referencing                      0.30.2              py312h06a4308_0
regex                            2024.9.11           py312h5eee18b_0
requests                         2.32.3              py312h06a4308_0
requests-file                    1.5.1               pyhd3eb1b0_0
rfc3339-validator                0.1.4               py312h06a4308_0
rfc3986-validator                0.1.1               py312h06a4308_0
rich                             13.7.1              py312h06a4308_0
rope                             1.12.0              py312h06a4308_0
rpds-py                          0.10.6              py312hb02cf49_0
rtree                            1.0.1               py312h06a4308_0
s2n                              1.3.27              hdbd6064_0
s3fs                             2024.6.1            py312h06a4308_0
scikit-image                     0.24.0              py312h526ad5a_0
scikit-learn                     1.5.1               py312h526ad5a_0
scipy                            1.13.1              py312hc5e2394_0
scrapy                           2.11.1              py312h06a4308_0
seaborn                          0.13.2              py312h06a4308_0
secretstorage                    3.3.1               py312h06a4308_1
send2trash                       1.8.2               py312h06a4308_0
service_identity                 18.1.0              pyhd3eb1b0_1
setuptools                       75.1.0              py312h06a4308_0
sip                              6.7.12              py312h6a678d5_0
six                              1.16.0              pyhd3eb1b0_1
smart_open                       5.2.1               py312h06a4308_0
smmap                            4.0.0               pyhd3eb1b0_0
snappy                           1.2.1               h6a678d5_0
sniffio                          1.3.0               py312h06a4308_0
snowballstemmer                  2.2.0               pyhd3eb1b0_0
sortedcontainers                 2.4.0               pyhd3eb1b0_0
soupsieve                        2.5                 py312h06a4308_0
sphinx                           5.3.0               pypi_0              pypi
sphinx-book-theme                1.1.3               pypi_0              pypi
sphinx-comments                  0.0.3               pypi_0              pypi
sphinx-copybutton                0.5.2               pypi_0              pypi
sphinx-design                    0.6.0               pypi_0              pypi
sphinx-exercise                  1.0.1               pypi_0              pypi
sphinx-external-toc              1.0.1               pypi_0              pypi
sphinx-jupyterbook-latex         1.0.0               pypi_0              pypi
sphinx-multitoc-numbering        0.1.3               pypi_0              pypi
sphinx-thebe                     0.3.1               pypi_0              pypi
sphinx-togglebutton              0.3.2               pypi_0              pypi
sphinx-tojupyter                 0.3.0               pypi_0              pypi
sphinxcontrib-applehelp          1.0.2               pyhd3eb1b0_0
sphinxcontrib-bibtex             2.6.5               pypi_0              pypi
sphinxcontrib-devhelp            1.0.2               pyhd3eb1b0_0
sphinxcontrib-htmlhelp           2.0.0               pyhd3eb1b0_0
sphinxcontrib-jsmath             1.0.1               pyhd3eb1b0_0
sphinxcontrib-qthelp             1.0.3               pyhd3eb1b0_0
sphinxcontrib-serializinghtml    1.1.10              py312h06a4308_0
sphinxcontrib-youtube            1.3.0               pypi_0              pypi
sphinxext-rediraffe              0.2.7               pypi_0              pypi
spyder                           5.5.1               py312h06a4308_4
spyder-kernels                   2.5.0               py312h06a4308_0
sqlalchemy                       2.0.34              py312h00e1ef3_0
sqlite                           3.45.3              h5eee18b_0
stack_data                       0.2.0               pyhd3eb1b0_0
statsmodels                      0.14.2              py312ha883a20_0
streamlit                        1.37.1              py312h06a4308_0
sympy                            1.13.2              py312h06a4308_0
tabulate                         0.9.0               py312h06a4308_0
tbb                              2021.8.0            hdb19cb5_0
tblib                            1.7.0               pyhd3eb1b0_0
tenacity                         8.2.3               py312h06a4308_0
terminado                        0.17.1              py312h06a4308_0
text-unidecode                   1.3                 pyhd3eb1b0_0
textdistance                     4.2.1               pyhd3eb1b0_0
threadpoolctl                    3.5.0               py312he106c6f_0
three-merge                      0.1.1               pyhd3eb1b0_0
tifffile                         2023.4.12           py312h06a4308_0
tinycss2                         1.2.1               py312h06a4308_0
tk                               8.6.14              h39e8969_0
tldextract                       5.1.2               py312h06a4308_0
toml                             0.10.2              pyhd3eb1b0_0
tomli                            2.0.1               py312h06a4308_1
tomlkit                          0.11.1              py312h06a4308_0
toolz                            0.12.0              py312h06a4308_0
tornado                          6.4.1               py312h5eee18b_0
tqdm                             4.66.5              py312he106c6f_0
traitlets                        5.14.3              py312h06a4308_0
twisted                          23.10.0             py312h06a4308_0
typing-extensions                4.11.0              py312h06a4308_0
typing_extensions                4.11.0              py312h06a4308_0
tzdata                           2024b               h04d1e81_0
uc-micro-py                      1.0.1               py312h06a4308_0
ujson                            5.10.0              py312h6a678d5_0
unicodedata2                     15.1.0              py312h5eee18b_0
unidecode                        1.3.8               py312h06a4308_0
unixodbc                         2.3.11              h5eee18b_0
uri-template                     1.3.0               pypi_0              pypi
urllib3                          2.2.3               py312h06a4308_0
utf8proc                         2.6.1               h5eee18b_1
w3lib                            1.21.0              pyhd3eb1b0_0
watchdog                         4.0.1               py312h06a4308_0
wbgapi                           1.0.12              pypi_0              pypi
wcwidth                          0.2.5               pyhd3eb1b0_0
webcolors                        24.11.1             pypi_0              pypi
webencodings                     0.5.1               py312h06a4308_2
websocket-client                 1.8.0               py312h06a4308_0
websockets                       15.0.1              pypi_0              pypi
werkzeug                         3.0.3               py312h06a4308_0
whatthepatch                     1.0.2               py312h06a4308_0
wheel                            0.44.0              py312h06a4308_0
widgetsnbextension               3.6.6               py312h06a4308_0
wrapt                            1.14.1              py312h5eee18b_0
wurlitzer                        3.0.2               py312h06a4308_0
xarray                           2023.6.0            py312h06a4308_0
xyzservices                      2022.9.0            py312h06a4308_1
xz                               5.4.6               h5eee18b_1
yaml                             0.2.5               h7b6447c_0
yapf                             0.40.2              py312h06a4308_0
yarl                             1.11.0              py312h5eee18b_0
yfinance                         0.2.64              pypi_0              pypi
zeromq                           4.3.5               h6a678d5_0
zfp                              1.0.0               h6a678d5_0
zict                             3.0.0               py312h06a4308_0
zipp                             3.17.0              py312h06a4308_0
zlib                             1.2.13              h5eee18b_1
zlib-ng                          2.0.7               h5eee18b_0
zope                             1.0                 py312h06a4308_1
zope.interface                   5.4.0               py312h5eee18b_0
zstd                             1.5.6               hc292b87_0