本書発行時のGoogle ColaboratoryのPythonとPackageのVersion

Python 3.10.12

Package Version
-------------------------------- ---------------------
absl-py 1.4.0
aiohttp 3.9.3
aiosignal 1.3.1
alabaster 0.7.16
albumentations 1.3.1
altair 4.2.2
annotated-types 0.6.0
anyio 3.7.1
appdirs 1.4.4
argon2-cffi 23.1.0
argon2-cffi-bindings 21.2.0
array-record 0.5.0
arviz 0.15.1
astropy 5.3.4
astunparse 1.6.3
async-timeout 4.0.3
atpublic 4.0
attrs 23.2.0
audioread 3.0.1
autograd 1.6.2
Babel 2.14.0
backcall 0.2.0
beautifulsoup4 4.12.3
bidict 0.23.0
bigframes 0.21.0
bleach 6.1.0
blinker 1.4
blis 0.7.11
blosc2 2.0.0
bokeh 3.3.4
bqplot 0.12.42
branca 0.7.1
build 1.0.3
CacheControl 0.14.0
cachetools 5.3.2
catalogue 2.0.10
certifi 2024.2.2
cffi 1.16.0
chardet 5.2.0
charset-normalizer 3.3.2
chex 0.1.85
click 8.1.7
click-plugins 1.1.1
cligj 0.7.2
cloudpathlib 0.16.0
cloudpickle 2.2.1
cmake 3.27.9
cmdstanpy 1.2.1
colorcet 3.0.1
colorlover 0.3.0
colour 0.1.5
community 1.0.0b1
confection 0.1.4
cons 0.4.6
contextlib2 21.6.0
contourpy 1.2.0
cryptography 42.0.3
cufflinks 0.17.3
cupy-cuda12x 12.2.0
cvxopt 1.3.2
cvxpy 1.3.3
cycler 0.12.1
cymem 2.0.8
Cython 3.0.8
dask 2023.8.1
datascience 0.17.6
db-dtypes 1.2.0
dbus-python 1.2.18
debugpy 1.6.6
decorator 4.4.2
defusedxml 0.7.1
distributed 2023.8.1
distro 1.7.0
dlib 19.24.2
dm-tree 0.1.8
docutils 0.18.1
dopamine-rl 4.0.6
duckdb 0.9.2
earthengine-api 0.1.390
easydict 1.12
ecos 2.0.13
editdistance 0.6.2
eerepr 0.0.4
en-core-web-sm 3.7.1
entrypoints 0.4
et-xmlfile 1.1.0
etils 1.7.0
etuples 0.3.9
exceptiongroup 1.2.0
fastai 2.7.14
fastcore 1.5.29
fastdownload 0.0.7
fastjsonschema 2.19.1
fastprogress 1.0.3
fastrlock 0.8.2
filelock 3.13.1
fiona 1.9.5
firebase-admin 5.3.0
Flask 2.2.5
flatbuffers 23.5.26
flax 0.8.1
folium 0.14.0
fonttools 4.49.0
frozendict 2.4.0
frozenlist 1.4.1
fsspec 2023.6.0
future 0.18.3
gast 0.5.4
gcsfs 2023.6.0
GDAL 3.6.4
gdown 4.7.3
geemap 0.31.0
gensim 4.3.2
geocoder 1.38.1
geographiclib 2.0
geopandas 0.13.2
geopy 2.3.0
gin-config 0.5.0
glob2 0.7
google 2.0.3
google-ai-generativelanguage 0.4.0
google-api-core 2.11.1
google-api-python-client 2.84.0
google-auth 2.27.0
google-auth-httplib2 0.1.1
google-auth-oauthlib 1.2.0
google-cloud-aiplatform 1.42.1
google-cloud-bigquery 3.12.0
google-cloud-bigquery-connection 1.12.1
google-cloud-bigquery-storage 2.24.0
google-cloud-core 2.3.3
google-cloud-datastore 2.15.2
google-cloud-firestore 2.11.1
google-cloud-functions 1.13.3
google-cloud-iam 2.14.1
google-cloud-language 2.13.1
google-cloud-resource-manager 1.12.1
google-cloud-storage 2.8.0
google-cloud-translate 3.11.3
google-colab 1.0.0
google-crc32c 1.5.0
google-generativeai 0.3.2
google-pasta 0.2.0
google-resumable-media 2.7.0
googleapis-common-protos 1.62.0
googledrivedownloader 0.4
graphviz 0.20.1
greenlet 3.0.3
grpc-google-iam-v1 0.13.0
grpcio 1.60.1
grpcio-status 1.48.2
gspread 3.4.2
gspread-dataframe 3.3.1
gym 0.25.2
gym-notices 0.0.8
h5netcdf 1.3.0
h5py 3.9.0
holidays 0.42
holoviews 1.17.1
html5lib 1.1
httpimport 1.3.1
httplib2 0.22.0
huggingface-hub 0.20.3
humanize 4.7.0
hyperopt 0.2.7
ibis-framework 7.1.0
idna 3.6
imageio 2.31.6
imageio-ffmpeg 0.4.9
imagesize 1.4.1
imbalanced-learn 0.10.1
imgaug 0.4.0
importlib-metadata 7.0.1
importlib-resources 6.1.1
imutils 0.5.4
inflect 7.0.0
iniconfig 2.0.0
intel-openmp 2023.2.3
ipyevents 2.0.2
ipyfilechooser 0.6.0
ipykernel 5.5.6
ipyleaflet 0.18.2
ipython 7.34.0
ipython-genutils 0.2.0
ipython-sql 0.5.0
ipytree 0.2.2
ipywidgets 7.7.1
itsdangerous 2.1.2
jax 0.4.23
jaxlib 0.4.23+cuda12.cudnn89
jeepney 0.7.1
jieba 0.42.1
Jinja2 3.1.3
joblib 1.3.2
jsonpickle 3.0.2
jsonschema 4.19.2
jsonschema-specifications 2023.12.1
jupyter-client 6.1.12
jupyter-console 6.1.0
jupyter_core 5.7.1
jupyter-server 1.24.0
jupyterlab_pygments 0.3.0
jupyterlab_widgets 3.0.10
kaggle 1.5.16
kagglehub 0.1.9
keras 2.15.0
keyring 23.5.0
kiwisolver 1.4.5
langcodes 3.3.0
launchpadlib 1.10.16
lazr.restfulclient 0.14.4
lazr.uri 1.0.6
lazy_loader 0.3
libclang 16.0.6
librosa 0.10.1
lightgbm 4.1.0
linkify-it-py 2.0.3
llvmlite 0.41.1
locket 1.0.0
logical-unification 0.4.6
lxml 4.9.4
malloy 2023.1067
Markdown 3.5.2
markdown-it-py 3.0.0
MarkupSafe 2.1.5
matplotlib 3.7.1
matplotlib-inline 0.1.6
matplotlib-venn 0.11.10
mdit-py-plugins 0.4.0
mdurl 0.1.2
miniKanren 1.0.3
missingno 0.5.2
mistune 0.8.4
mizani 0.9.3
mkl 2023.2.0
ml-dtypes 0.2.0
mlxtend 0.22.0
more-itertools 10.1.0
moviepy 1.0.3
mpmath 1.3.0
msgpack 1.0.7
multidict 6.0.5
multipledispatch 1.0.0
multitasking 0.0.11
murmurhash 1.0.10
music21 9.1.0
natsort 8.4.0
nbclassic 1.0.0
nbclient 0.9.0
nbconvert 6.5.4
nbformat 5.9.2
nest-asyncio 1.6.0
networkx 3.2.1
nibabel 4.0.2
nltk 3.8.1
notebook 6.5.5
notebook_shim 0.2.4
numba 0.58.1
numexpr 2.9.0
numpy 1.25.2
oauth2client 4.1.3
oauthlib 3.2.2
opencv-contrib-python 4.8.0.76
opencv-python 4.8.0.76
opencv-python-headless 4.9.0.80
openpyxl 3.1.2
opt-einsum 3.3.0
optax 0.1.9
orbax-checkpoint 0.4.4
osqp 0.6.2.post8
packaging 23.2
pandas 1.5.3
pandas-datareader 0.10.0
pandas-gbq 0.19.2
pandas-stubs 1.5.3.230304
pandocfilters 1.5.1
panel 1.3.8
param 2.0.2
parso 0.8.3
parsy 2.1
partd 1.4.1
pathlib 1.0.1
patsy 0.5.6
peewee 3.17.1
pexpect 4.9.0
pickleshare 0.7.5
Pillow 9.4.0
pins 0.8.4
pip 23.1.2
pip-tools 6.13.0
platformdirs 4.2.0
plotly 5.15.0
plotnine 0.12.4
pluggy 1.4.0
polars 0.20.2
pooch 1.8.0
portpicker 1.5.2
prefetch-generator 1.0.3
preshed 3.0.9
prettytable 3.9.0
proglog 0.1.10
progressbar2 4.2.0
prometheus_client 0.20.0
promise 2.3
prompt-toolkit 3.0.43
prophet 1.1.5
proto-plus 1.23.0
protobuf 3.20.3
psutil 5.9.5
psycopg2 2.9.9
ptyprocess 0.7.0
py-cpuinfo 9.0.0
py4j 0.10.9.7
pyarrow 14.0.2
pyarrow-hotfix 0.6
pyasn1 0.5.1
pyasn1-modules 0.3.0
pycocotools 2.0.7
pycparser 2.21
pyct 0.5.0
pydantic 2.6.1
pydantic_core 2.16.2
pydata-google-auth 1.8.2
pydot 1.4.2
pydot-ng 2.0.0
pydotplus 2.0.2
PyDrive 1.3.1
PyDrive2 1.6.3
pyerfa 2.0.1.1
pygame 2.5.2
Pygments 2.16.1
PyGObject 3.42.1
PyJWT 2.3.0
pymc 5.7.2
pymystem3 0.2.0
PyOpenGL 3.1.7
pyOpenSSL 24.0.0
pyparsing 3.1.1
pyperclip 1.8.2
pyproj 3.6.1
pyproject_hooks 1.0.0
pyshp 2.3.1
PySocks 1.7.1
pytensor 2.14.2
pytest 7.4.4
python-apt 0.0.0
python-box 7.1.1
python-dateutil 2.8.2
python-louvain 0.16
python-slugify 8.0.4
python-utils 3.8.2
pytz 2023.4
pyviz_comms 3.0.1
PyWavelets 1.5.0
PyYAML 6.0.1
pyzmq 23.2.1
qdldl 0.1.7.post0
qudida 0.0.4
ratelim 0.1.6
referencing 0.33.0
regex 2023.12.25
requests 2.31.0
requests-oauthlib 1.3.1
requirements-parser 0.5.0
rich 13.7.0
rpds-py 0.18.0
rpy2 3.4.2
rsa 4.9
safetensors 0.4.2
scikit-image 0.19.3
scikit-learn 1.2.2
scipy 1.11.4
scooby 0.9.2
scs 3.2.4.post1
seaborn 0.13.1
SecretStorage 3.3.1
Send2Trash 1.8.2
sentencepiece 0.1.99
setuptools 67.7.2
shapely 2.0.3
six 1.16.0
sklearn-pandas 2.2.0
smart-open 6.4.0
sniffio 1.3.0
snowballstemmer 2.2.0
sortedcontainers 2.4.0
soundfile 0.12.1
soupsieve 2.5
soxr 0.3.7
spacy 3.7.4
spacy-legacy 3.0.12
spacy-loggers 1.0.5
Sphinx 5.0.2
sphinxcontrib-applehelp 1.0.8
sphinxcontrib-devhelp 1.0.6
sphinxcontrib-htmlhelp 2.0.5
sphinxcontrib-jsmath 1.0.1
sphinxcontrib-qthelp 1.0.7
sphinxcontrib-serializinghtml 1.1.10
SQLAlchemy 2.0.27
sqlglot 19.9.0
sqlparse 0.4.4
srsly 2.4.8
stanio 0.3.0
statsmodels 0.14.1
sympy 1.12
tables 3.8.0
tabulate 0.9.0
tbb 2021.11.0
tblib 3.0.0
tenacity 8.2.3
tensorboard 2.15.2
tensorboard-data-server 0.7.2
tensorflow 2.15.0
tensorflow-datasets 4.9.4
tensorflow-estimator 2.15.0
tensorflow-gcs-config 2.15.0
tensorflow-hub 0.16.1
tensorflow-io-gcs-filesystem 0.36.0
tensorflow-metadata 1.14.0
tensorflow-probability 0.23.0
tensorstore 0.1.45
termcolor 2.4.0
terminado 0.18.0
text-unidecode 1.3
textblob 0.17.1
tf-keras 2.15.0
tf-slim 1.1.0
thinc 8.2.3
threadpoolctl 3.3.0
tifffile 2024.2.12
tinycss2 1.2.1
tokenizers 0.15.2
toml 0.10.2
tomli 2.0.1
toolz 0.12.1
torch 2.1.0+cu121
torchaudio 2.1.0+cu121
torchdata 0.7.0
torchsummary 1.5.1
torchtext 0.16.0
torchvision 0.16.0+cu121
tornado 6.3.2
tqdm 4.66.2
traitlets 5.7.1
traittypes 0.2.1
transformers 4.37.2
triton 2.1.0
tweepy 4.14.0
typer 0.9.0
types-pytz 2024.1.0.20240203
types-setuptools 69.1.0.20240217
typing_extensions 4.9.0
tzlocal 5.2
uc-micro-py 1.0.3
uritemplate 4.1.1
urllib3 2.0.7
vega-datasets 0.9.0
wadllib 1.3.6
wasabi 1.1.2
wcwidth 0.2.13
weasel 0.3.4
webcolors 1.13
webencodings 0.5.1
websocket-client 1.7.0
Werkzeug 3.0.1
wheel 0.42.0
widgetsnbextension 3.6.6
wordcloud 1.9.3
wrapt 1.14.1
xarray 2023.7.0
xarray-einstats 0.7.0
xgboost 2.0.3
xlrd 2.0.1
xxhash 3.4.1
xyzservices 2023.10.1
yarl 1.9.4
yellowbrick 1.5
yfinance 0.2.36
zict 3.0.0
zipp 3.17.0