47. Execution Statistics#

This table contains the latest execution statistics.

Document

Modified

Method

Run Time (s)

Status

ak2

2024-06-05 23:48

cache

17.3

ar1_processes

2024-06-05 23:48

cache

3.84

business_cycle

2024-06-05 23:49

cache

12.65

cagan_adaptive

2024-06-05 23:49

cache

2.78

cagan_ree

2024-06-05 23:49

cache

3.89

cobweb

2024-06-05 23:49

cache

2.89

commod_price

2024-06-05 23:49

cache

14.24

complex_and_trig

2024-06-05 23:49

cache

2.45

cons_smooth

2024-06-05 23:49

cache

3.19

eigen_I

2024-06-05 23:49

cache

4.94

eigen_II

2024-06-05 23:49

cache

4.99

equalizing_difference

2024-06-05 23:49

cache

2.43

geom_series

2024-06-05 23:49

cache

3.04

heavy_tails

2024-06-05 23:50

cache

16.59

inequality

2024-06-06 02:44

cache

40.34

inflation_history

2024-06-05 23:50

cache

8.84

input_output

2024-06-05 23:50

cache

12.65

intro

2024-06-05 23:50

cache

0.8

intro_supply_demand

2024-06-05 23:51

cache

2.7

laffer_adaptive

2024-06-05 23:51

cache

2.38

lake_model

2024-06-05 23:51

cache

2.57

linear_equations

2024-06-05 23:51

cache

1.95

lln_clt

2024-06-05 23:53

cache

152.51

long_run_growth

2024-06-05 23:53

cache

7.74

lp_intro

2024-06-05 23:53

cache

6.39

markov_chains_I

2024-06-05 23:54

cache

9.69

markov_chains_II

2024-06-05 23:54

cache

6.67

mle

2024-06-05 23:54

cache

7.19

money_inflation

2024-06-05 23:54

cache

3.02

money_inflation_nonlinear

2024-06-05 23:54

cache

2.32

monte_carlo

2024-06-05 23:57

cache

192.97

networks

2024-06-05 23:57

cache

9.13

olg

2024-06-05 23:57

cache

2.76

prob_dist

2024-06-05 23:57

cache

8.33

pv

2024-06-05 23:58

cache

1.67

scalar_dynam

2024-06-05 23:58

cache

3.26

schelling

2024-06-05 23:58

cache

12.28

short_path

2024-06-05 23:58

cache

1.01

simple_linear_regression

2024-06-05 23:58

cache

4.1

solow

2024-06-05 23:58

cache

4.04

status

2024-06-05 23:58

cache

4.94

supply_demand_heterogeneity

2024-06-05 23:58

cache

1.27

supply_demand_multiple_goods

2024-06-05 23:58

cache

2.13

time_series_with_matrices

2024-06-05 23:58

cache

2.85

troubleshooting

2024-06-05 23:50

cache

0.8

unpleasant

2024-06-05 23:58

cache

1.83

zreferences

2024-06-05 23:50

cache

0.8

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
Hide code cell output
# packages in environment at /usr/share/miniconda3/envs/quantecon:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main    conda-forge
_openmp_mutex             5.1                       1_gnu  
abseil-cpp                20211102.0           hd4dd3e8_0  
absl-py                   2.1.0                    pypi_0    pypi
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  
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  
automat                   20.2.0                     py_0    conda-forge
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    conda-forge
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  
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  
frozendict                2.4.4                    pypi_0    pypi
frozenlist                1.4.0           py311h5eee18b_0  
fsspec                    2023.10.0       py311h06a4308_0  
gensim                    4.3.0           py311hba01205_1  
gflags                    2.2.2                h6a678d5_1  
ghp-import                1.1.0                    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  
html5lib                  1.1                      pypi_0    pypi
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  
immutabledict             4.2.0                    pypi_0    pypi
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               2.4                      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  
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  
multitasking              0.0.11                   pypi_0    pypi
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  
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  
ortools                   9.10.4067                pypi_0    pypi
overrides                 7.4.0           py311h06a4308_0  
packaging                 23.1            py311h06a4308_0  
pandas                    2.1.4           py311ha02d727_0  
pandas-datareader         0.10.0                   pypi_0    pypi
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  
peewee                    3.17.5                   pypi_0    pypi
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    conda-forge
protobuf                  5.27.0                   pypi_0    pypi
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                      2023.3.post1    py311h06a4308_0  
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-networks   1.1                      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  
scikit-learn              1.2.2           py311h6a678d5_1  
scipy                     1.11.4          py311h08b1b3b_0  
scrapy                    2.8.0           py311h06a4308_0  
seaborn                   0.12.2          py311h06a4308_0  
secretstorage             3.3.1           py311h06a4308_1  
send2trash                1.8.2           py311h06a4308_0  
service_identity          18.1.0             pyhd3eb1b0_1  
setuptools                68.2.2          py311h06a4308_0  
sip                       6.7.12          py311h6a678d5_0  
six                       1.16.0             pyhd3eb1b0_1  
smart_open                5.2.1           py311h06a4308_0  
smmap                     4.0.0              pyhd3eb1b0_0  
snappy                    1.1.10               h6a678d5_1  
sniffio                   1.3.0           py311h06a4308_0  
snowballstemmer           2.2.0              pyhd3eb1b0_0  
sortedcontainers          2.4.0              pyhd3eb1b0_0  
soupsieve                 2.5             py311h06a4308_0  
sphinx                    5.0.2           py311h06a4308_0  
sphinx-book-theme         1.0.1                    pypi_0    pypi
sphinx-comments           0.0.3                    pypi_0    pypi
sphinx-copybutton         0.5.2                    pypi_0    pypi
sphinx-design             0.3.0                    pypi_0    pypi
sphinx-exercise           0.4.1                    pypi_0    pypi
sphinx-external-toc       0.3.1                    pypi_0    pypi
sphinx-jupyterbook-latex  0.5.2                    pypi_0    pypi
sphinx-multitoc-numbering 0.1.3                    pypi_0    pypi
sphinx-proof              0.1.3                    pypi_0    pypi
sphinx-thebe              0.2.1                    pypi_0    pypi
sphinx-togglebutton       0.3.1                    pypi_0    pypi
sphinx-tojupyter          0.3.0                    pypi_0    pypi
sphinxcontrib-applehelp   1.0.2              pyhd3eb1b0_0  
sphinxcontrib-bibtex      2.5.0                    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 1.1.5              pyhd3eb1b0_0  
sphinxcontrib-youtube     1.1.0                    pypi_0    pypi
sphinxext-rediraffe       0.2.7                    pypi_0    pypi
spyder                    5.4.3           py311h06a4308_1  
spyder-kernels            2.4.4           py311h06a4308_0  
sqlalchemy                2.0.25          py311h5eee18b_0  
sqlite                    3.41.2               h5eee18b_0  
stack_data                0.2.0              pyhd3eb1b0_0  
statsmodels               0.14.0          py311hf4808d0_0  
streamlit                 1.30.0          py311h06a4308_0  
sympy                     1.12            py311h06a4308_0  
tabulate                  0.9.0           py311h06a4308_0  
tbb                       2021.8.0             hdb19cb5_0  
tblib                     1.7.0              pyhd3eb1b0_0  
tenacity                  8.2.2           py311h06a4308_0  
terminado                 0.17.1          py311h06a4308_0  
text-unidecode            1.3                pyhd3eb1b0_0  
textdistance              4.2.1              pyhd3eb1b0_0  
threadpoolctl             2.2.0              pyh0d69192_0  
three-merge               0.1.1              pyhd3eb1b0_0  
tifffile                  2023.4.12       py311h06a4308_0  
tinycss2                  1.2.1           py311h06a4308_0  
tk                        8.6.12               h1ccaba5_0  
tldextract                3.2.0              pyhd3eb1b0_0  
toml                      0.10.2             pyhd3eb1b0_0  
tomlkit                   0.11.1          py311h06a4308_0  
toolz                     0.12.0          py311h06a4308_0  
tornado                   6.3.3           py311h5eee18b_0  
tqdm                      4.65.0          py311h92b7b1e_0  
traitlets                 5.7.1           py311h06a4308_0  
twisted                   23.10.0         py311h06a4308_0  
typing-extensions         4.9.0           py311h06a4308_1  
typing_extensions         4.9.0           py311h06a4308_1  
tzdata                    2023d                h04d1e81_0  
tzlocal                   2.1             py311h06a4308_1  
uc-micro-py               1.0.1           py311h06a4308_0  
ujson                     5.4.0           py311h6a678d5_0  
unidecode                 1.2.0              pyhd3eb1b0_0  
unixodbc                  2.3.11               h5eee18b_0  
uri-template              1.3.0                    pypi_0    pypi
urllib3                   2.0.7           py311h06a4308_0  
utf8proc                  2.6.1                h5eee18b_1  
validators                0.18.2             pyhd3eb1b0_0  
w3lib                     2.1.2           py311h06a4308_0  
watchdog                  2.1.6           py311h06a4308_0  
wbgapi                    1.0.12                   pypi_0    pypi
wcwidth                   0.2.5              pyhd3eb1b0_0  
webcolors                 1.13                     pypi_0    pypi
webencodings              0.5.1           py311h06a4308_1  
websocket-client          0.58.0          py311h06a4308_4  
werkzeug                  2.2.3           py311h06a4308_0  
whatthepatch              1.0.2           py311h06a4308_0  
wheel                     0.41.2          py311h06a4308_0  
widgetsnbextension        3.5.2           py311h06a4308_1  
wrapt                     1.14.1          py311h5eee18b_0  
wurlitzer                 3.0.2           py311h06a4308_0  
xarray                    2023.6.0        py311h06a4308_0  
xlrd                      2.0.1                    pypi_0    pypi
xyzservices               2022.9.0        py311h06a4308_1  
xz                        5.4.5                h5eee18b_0  
yaml                      0.2.5                h7b6447c_0  
yapf                      0.31.0             pyhd3eb1b0_0  
yarl                      1.9.3           py311h5eee18b_0  
yfinance                  0.2.40                   pypi_0    pypi
zeromq                    4.3.5                h6a678d5_0  
zfp                       1.0.0                h6a678d5_0  
zict                      3.0.0           py311h06a4308_0  
zipp                      3.17.0          py311h06a4308_0  
zlib                      1.2.13               h5eee18b_0  
zlib-ng                   2.0.7                h5eee18b_0  
zope                      1.0             py311h06a4308_1  
zope.interface            5.4.0           py311h5eee18b_0  
zstd                      1.5.5                hc292b87_0