Skip to content

Releases: Kaggle/docker-python

v100 - GPU

19 Apr 18:11
209e728
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/python:v100

== Comparing pip freeze ==
aiobotocore==1.2.2					      |	aiobotocore==1.3.0
aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a |	aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a
allennlp==2.2.0						      |	allennlp==2.3.0
arrow @ file:///home/conda/feedstock_root/build_artifacts/arr |	arrow @ file:///home/conda/feedstock_root/build_artifacts/arr
astropy @ file:///home/conda/feedstock_root/build_artifacts/a <
backports.functools-lru-cache==1.6.1			      |	backports.functools-lru-cache @ file:///home/conda/feedstock_
bokeh @ file:///home/conda/feedstock_root/build_artifacts/bok |	bokeh @ file:///home/conda/feedstock_root/build_artifacts/bok
boto3==1.17.40						      |	boto3==1.17.53
botocore==1.20.40					      |	botocore==1.20.53
Bottleneck @ file:///home/conda/feedstock_root/build_artifact <
bqplot==0.12.23						      |	bqplot==0.12.25
caip-notebooks-serverextension @ file:///opt/conda/conda-bld/ |	caip-notebooks-serverextension @ file:///opt/conda/conda-bld/
catalyst==21.3.2					      |	catalyst==21.4.1
catboost==0.25						      |	catboost==0.25.1
chardet @ file:///home/conda/feedstock_root/build_artifacts/c |	chardet @ file:///home/conda/feedstock_root/build_artifacts/c
colorlog==4.8.0						      |	colorlog==5.0.1
conda==4.9.2						      |	conda==4.10.1
cryptography @ file:///home/conda/feedstock_root/build_artifa |	cryptography @ file:///home/conda/feedstock_root/build_artifa
cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy |	cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy
cupy-cuda102==8.6.0					      |	cupy-cuda110==8.6.0
Cython==0.29.22						      |	Cython==0.29.23
dask @ file:///home/conda/feedstock_root/build_artifacts/dask |	dask @ file:///home/conda/feedstock_root/build_artifacts/dask
defusedxml==0.6.0					      |	defusedxml @ file:///home/conda/feedstock_root/build_artifact
Deprecated @ file:///home/conda/feedstock_root/build_artifact |	Deprecated @ file:///home/conda/feedstock_root/build_artifact
distributed @ file:///home/conda/feedstock_root/build_artifac |	distributed @ file:///home/conda/feedstock_root/build_artifac
dm-tree==0.1.5						      |	dm-tree==0.1.6
docker @ file:///home/conda/feedstock_root/build_artifacts/do |	docker @ file:///home/conda/feedstock_root/build_artifacts/do
docutils==0.16						      |	docutils==0.17.1
earthengine-api==0.1.258				      |	earthengine-api==0.1.261
fastai==2.2.7						      |	fastai==2.3.0
fastavro @ file:///home/conda/feedstock_root/build_artifacts/ |	fastavro @ file:///home/conda/feedstock_root/build_artifacts/
featuretools==0.23.2					      |	featuretools==0.23.3
flake8==3.9.0						      |	flake8==3.9.1
fsspec @ file:///home/conda/feedstock_root/build_artifacts/fs |	fsspec @ file:///home/conda/feedstock_root/build_artifacts/fs
gensim==4.0.0						      |	gensim==4.0.1
gitdb @ file:///home/conda/feedstock_root/build_artifacts/git |	gitdb @ file:///home/conda/feedstock_root/build_artifacts/git
GitPython @ file:///home/conda/feedstock_root/build_artifacts |	GitPython @ file:///home/conda/feedstock_root/build_artifacts
gluoncv==0.10.1						      |	gluoncv==0.10.1.post0
google-api-core @ file:///Users/runner/miniforge3/conda-bld/g |	google-api-core @ file:///home/conda/feedstock_root/build_art
google-auth @ file:///home/conda/feedstock_root/build_artifac |	google-auth @ file:///home/conda/feedstock_root/build_artifac
google-auth-oauthlib @ file:///home/conda/feedstock_root/buil |	google-auth-oauthlib @ file:///home/conda/feedstock_root/buil
google-cloud-aiplatform @ git+https://github.com/googleapis/p |	google-cloud-aiplatform @ git+https://github.com/googleapis/p
google-cloud-translate==3.0.2				      |	google-cloud-translate==3.1.0
google-cloud-videointelligence==2.0.0			      |	google-cloud-videointelligence==2.1.0
google-cloud-vision==2.2.0				      |	google-cloud-vision==2.3.1
googleapis-common-protos @ file:///home/conda/feedstock_root/ |	googleapis-common-protos @ file:///home/conda/feedstock_root/
  						      >	greenlet @ file:///home/conda/feedstock_root/build_artifacts/
holidays==0.10.5.2					      |	holidays==0.11.1
holoviews==1.14.2					      |	holoviews==1.14.3
humanize==3.3.0						      |	humanize==3.4.1
hypothesis==6.8.3					      |	hypothesis==6.10.0
imagecodecs==2021.2.26					      |	imagecodecs==2021.3.31
importlib-metadata @ file:///home/conda/feedstock_root/build_ |	importlib-metadata==3.4.0
ipykernel==5.1.1					      |	ipykernel @ file:///home/conda/feedstock_root/build_artifacts
ipython @ file:///home/conda/feedstock_root/build_artifacts/i |	ipympl==0.7.0
  						      >	ipython @ file:///home/conda/feedstock_root/build_artifacts/i
jax==0.2.6						      |	jax==0.2.12
jaxlib==0.1.57+cuda102					      |	jaxlib==0.1.64+cuda110
jedi==0.17.2						      |	jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi
jsonpickle==2.0.0					      |	jsonschema @ file:///home/conda/feedstock_root/build_artifact
jsonschema @ file:///home/conda/feedstock_root/build_artifact |	jupyter-client @ file:///home/conda/feedstock_root/build_arti
jupyter==1.0.0						      <
jupyter-aihub-deploy-extension @ file:///opt/conda/conda-bld/ <
jupyter-client @ file:///home/conda/feedstock_root/build_arti <
learntools @ git+https://github.com/Kaggle/learntools@e0e6040 |	learntools @ git+https://github.com/Kaggle/learntools@3d21e2e
lightgbm==3.1.1						      |	lightgbm==3.2.0
line-profiler==3.2.0					      |	line-profiler==3.1.0
llvmlite==0.35.0					      |	llvmlite==0.36.0
lmdb==1.1.1						      |	lmdb==1.2.0
Markdown @ file:///home/conda/feedstock_root/build_artifacts/ |	Markdown @ file:///home/conda/feedstock_root/build_artifacts/
matplotlib==3.4.0					      |	matplotlib==3.4.1
mne==0.22.0						      |	mne==0.22.1
multimethod @ file:///home/conda/feedstock_root/build_artifac <
mxnet-cu102==1.8.0.post0				      |	mxnet-cu110==1.8.0.post0
nbclient @ file:///home/conda/feedstock_root/build_artifacts/ |	nbclient @ file:///home/conda/feedstock_root/build_artifacts/
nnabla==1.13.0						      |	nnabla==1.19.0
nnabla-ext-cuda102==1.13.0				      |	nnabla-ext-cuda110==1.19.0
notebook==5.5.0						      |	notebook @ file:///home/conda/feedstock_root/build_artifacts/
notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16 |	notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16
numba @ file:///home/conda/feedstock_root/build_artifacts/num |	numba @ file:///home/conda/feedstock_root/build_artifacts/num
optuna==2.6.0						      |	optuna==2.7.0
pandas-profiling @ file:///home/conda/feedstock_root/build_ar |	pandas-profiling @ file:///home/conda/feedstock_root/build_ar
panel==0.11.1						      |	panel==0.11.3
papermill @ file:///home/conda/feedstock_root/build_artifacts |	papermill @ file:///home/conda/feedstock_root/build_artifacts
parso==0.7.1						      |	parso @ file:///home/conda/feedstock_root/build_artifacts/par
partd==1.1.0						      |	partd @ file:///home/conda/feedstock_root/build_artifacts/par
phik @ file:///home/conda/feedstock_root/build_artifacts/phik |	phik @ file:///home/conda/feedstock_root/build_artifacts/phik
prettytable @ file:///home/conda/feedstock_root/build_artifac |	prettytable @ file:///home/conda/feedstock_root/build_artifac
prompt-toolkit @ file:///home/conda/feedstock_root/build_arti |	prompt-toolkit @ file:///home/conda/feedstock_root/build_arti
protobuf==3.15.6					      |	protobuf==3.15.8
pycuda==2020.1						      |	pycuda==2021.1
pyerfa @ file:///home/conda/feedstock_root/build_artifacts/py <
Pygments @ file:///home/conda/feedstock_root/build_artifacts/ |	Pygments @ file:///home/conda/feedstock_root/build_artifacts/
  						      >	pynvml==8.0.4
PyPrind==2.11.2						      |	PyPrind==2.11.3
pytest==6.2.2						      |	pytest==6.2.3
pytools==2021.2.1					      |	pytools==2021.2.3
pytorch-lightning==1.2.5				      |	pytorch-lightning==1.2.8
pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyz |	pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyz
rasterio==1.2.1						      |	rasterio==1.2.2
regex @ file:///home/conda/feedstock_root/build_artifacts/reg |	regex @ file:///home/conda/feedstock_root/build_artifacts/reg
rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1 |	rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1
s3fs==0.5.2						      |	s3fs==0.6.0
s3transfer==0.3.6					      |	s3transfer==0.3.7
sacremoses==0.0.43					      |	sacremoses==0.0.45
scs==2.1.2						      |	scs==2.1.3
spectral==0.22.1					      |	spectral==0.22.2
SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact |	SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact
sympy==1.7.1						      |	sympy==1.8
tangled-up-in-unicode @ file:///home/conda/feedstock_root/bui |	tangled-up-in-unicode @ file:///home/conda/feedstock_root/bui
tenacity @ file:///home/conda/feedstock_root/build_artifacts/ |	tenacity @ file:///home/conda/feedstock_root/build_artifacts/
tensorboardX==2.1					      |	tensorboardX==2.2
tensorflow-hub==0.11.0					      |	tensorflow-hub==0.12.0
tensorflow-probability==0.12.1				      |	tensorflow-probability==0.12.2
terminado @ file:///home/conda/feedstock_root/build_artifacts |	terminado @ file:///home/conda/feedstock_root/build_artifacts
tifffile==2021.3.17					      |	tifffile==2021.4.8
tokenizers==0.10.1					      |	tokenizers==0.10.2
tornado==5.0.2						      |	tornado @ file:///home/conda/feedstock_root/build_artifacts/t
tqdm @ file:///home/conda/feedstock_root/build_artifacts/tqdm |	tqdm @ file:///home/conda/feedstock_root/build_artifacts/tqdm
transformers==4.4.2					      |	transformers==4.5.1
typeguard==2.11.1					      |	typeguard==2.12.0
urllib3 @ file:///home/conda/feedstock_root/build_artifacts/u |	urllib3 @ file:///home/conda/feedstock_root/build_artifacts/u
visions==0.4.4						      |	visions @ file:///home/conda/feedstock_root/build_artifacts/v
vowpalwabbit==8.9.0					      |	vowpalwabbit==8.10.1
Wand==0.5.3						  ...
Read more

v99 - CPU

30 Mar 17:11
2883af5
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/python:v99

== Comparing pip freeze ==
absl-py==0.10.0						      |	absl-py==0.12.0
alembic==1.5.7						      |	alembic==1.5.8
allennlp==2.1.0						      |	allennlp==2.2.0
bayespy==0.5.21						      |	bayespy==0.5.22
boto3==1.17.27						      |	boto3==1.17.40
botocore==1.20.27					      |	botocore==1.20.40
catalyst==20.12						      |	catalyst==21.3.2
catboost==0.24.4					      |	catboost==0.25
colorlog==4.7.2						      |	colorlog==4.8.0
convertdate==2.3.1					      |	convertdate==2.3.2
cysignals==1.10.2					      |	cysignals==1.10.3
dask==2021.3.0						      |	dask==2021.3.1
datashader==0.12.0					      |	datashader==0.12.1
dipy==1.3.0						      |	dipy==1.4.0
distributed==2021.3.0					      |	distributed==2021.3.1
dlib==19.21.1						      |	dlib==19.22.0
earthengine-api==0.1.256				      |	earthengine-api==0.1.258
  						      >	easyocr==1.3.0.1
flake8==3.8.4						      |	flake8==3.9.0
fury==0.6.1						      |	fury==0.7.0
gensim==3.8.3						      |	gensim==4.0.0
geoviews==1.8.1						      |	geoviews==1.9.1
gluoncv==0.10.0						      |	gluoncv==0.10.1
google-cloud-bigquery-storage==1.0.0			      <
h2o==3.32.0.4						      |	h2o==3.32.1.1
hiredis==1.1.0						      |	hiredis==2.0.0
humanize==3.2.0						      |	humanize==3.3.0
hypothesis==6.8.0					      |	hypothesis==6.8.3
jupyter-console==6.2.0					      |	jupyter-console==6.4.0
kmapper==1.4.1						      |	kmapper==2.0.0
kornia==0.4.1						      |	kornia==0.5.0
learntools @ git+https://github.com/Kaggle/learntools@3ccb5b2 |	learntools @ git+https://github.com/Kaggle/learntools@e0e6040
libcst==0.3.17						      |	libcst==0.3.18
line-profiler==3.1.0					      |	line-profiler==3.2.0
lxml==4.6.2						      |	lxml==4.6.3
matplotlib @ file:///home/conda/feedstock_root/build_artifact |	matplotlib==3.4.0
mizani==0.7.2						      |	mizani==0.7.3
mxnet==1.7.0.post2					      |	mxnet==1.8.0.post0
numpy @ file:///home/conda/feedstock_root/build_artifacts/num |	numpy==1.19.5
panel==0.11.0						      |	panel==0.11.1
PDPbox @ git+https://github.com/SauceCat/PDPbox@73c69665f1663 |	PDPbox @ git+https://github.com/SauceCat/PDPbox@b022a0aabcc6d
plotnine==0.7.1						      |	plotnine==0.8.0
portalocker==2.2.1					      |	portalocker==2.3.0
proto-plus==1.17.0					      |	proto-plus==1.18.1
py-spy==0.3.4						      |	py-spy==0.3.5
pycairo==1.20.0						      |	pycodestyle==2.7.0
pycodestyle==2.6.0					      <
pydash==4.9.3						      |	pydash==5.0.0
pyflakes==2.2.0						      |	pyflakes==2.3.1
pyLDAvis==3.2.2						      |	pyLDAvis==3.3.1
pymc3==3.11.1						      |	pymc3==3.11.2
PyMeeus==0.5.9						      |	PyMeeus==0.5.11
  						      >	python-bidi==0.4.2
python-igraph @ file:///home/conda/feedstock_root/build_artif |	python-igraph @ file:///home/conda/feedstock_root/build_artif
pytorch-lightning==1.2.3				      |	pytorch-lightning==1.2.5
qtconsole==5.0.2					      |	qtconsole==5.0.3
s3transfer==0.3.4					      |	s3transfer==0.3.6
  						      >	semver==2.13.0
  						      >	sklearn==0.0
smart-open==4.2.0					      |	smart-open==5.0.0
tensorflow-metadata==0.28.0				      |	tensorflow-metadata==0.29.0
tifffile==2021.3.5					      |	tifffile==2021.3.17
  						      >	torchmetrics==0.2.0
transformers==4.3.3					      |	transformers==4.4.2
wandb==0.10.22						      |	wandb==0.10.23
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
google-cloud-sdk==331.0.0-0				      |	google-cloud-sdk==333.0.0-0
libglib2.0-0:amd64==2.56.4-0ubuntu0.18.04.7		      |	libglib2.0-0:amd64==2.56.4-0ubuntu0.18.04.8

v99 - GPU

30 Mar 17:11
2883af5
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/python:v99

== Comparing pip freeze ==
absl-py==0.10.0						      |	absl-py==0.12.0
alembic==1.5.7						      |	alembic==1.5.8
allennlp==2.1.0						      |	allennlp==2.2.0
bayespy==0.5.21						      |	bayespy==0.5.22
boto3==1.17.27						      |	boto3==1.17.40
botocore==1.20.27					      |	botocore==1.20.40
catalyst==20.12						      |	catalyst==21.3.2
catboost==0.24.4					      |	catboost==0.25
colorlog==4.7.2						      |	colorlog==4.8.0
convertdate==2.3.1					      |	convertdate==2.3.2
cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy |	cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy
cupy-cuda102==8.5.0					      |	cupy-cuda102==8.6.0
cysignals==1.10.2					      |	cysignals==1.10.3
dask @ file:///home/conda/feedstock_root/build_artifacts/dask |	dask @ file:///home/conda/feedstock_root/build_artifacts/dask
datashader==0.12.0					      |	datashader==0.12.1
dipy==1.3.0						      |	dipy==1.4.0
distributed @ file:///home/conda/feedstock_root/build_artifac |	distributed @ file:///home/conda/feedstock_root/build_artifac
dlib==19.21.1						      |	dlib==19.22.0
earthengine-api==0.1.256				      |	earthengine-api==0.1.258
  						      >	easyocr==1.3.0.1
fastavro @ file:///home/conda/feedstock_root/build_artifacts/ |	fastavro @ file:///home/conda/feedstock_root/build_artifacts/
fastrlock==0.5						      |	fastrlock==0.6
flake8==3.8.4						      |	flake8==3.9.0
fury==0.6.1						      |	fury==0.7.0
gensim==3.8.3						      |	gensim==4.0.0
geoviews==1.8.1						      |	geoviews==1.9.1
gluoncv==0.10.0						      |	gluoncv==0.10.1
google-cloud-bigquery-storage==1.0.0			      <
h2o==3.32.0.4						      |	h2o==3.32.1.1
hiredis==1.1.0						      |	hiredis==2.0.0
humanize==3.2.0						      |	humanize==3.3.0
hypothesis==6.8.0					      |	hypothesis==6.8.3
jupyter-console==6.2.0					      |	jupyter-console==6.4.0
kmapper==1.4.1						      |	kmapper==2.0.0
kornia==0.4.1						      |	kornia==0.5.0
learntools @ git+https://github.com/Kaggle/learntools@3ccb5b2 |	learntools @ git+https://github.com/Kaggle/learntools@e0e6040
libcst==0.3.17						      |	libcst==0.3.18
line-profiler==3.1.0					      |	line-profiler==3.2.0
lxml==4.6.2						      |	lxml==4.6.3
matplotlib @ file:///home/conda/feedstock_root/build_artifact |	matplotlib==3.4.0
mizani==0.7.2						      |	mizani==0.7.3
mxnet-cu102==1.7.0.post1				      |	mxnet-cu102==1.8.0.post0
numpy @ file:///home/conda/feedstock_root/build_artifacts/num |	numpy==1.19.5
panel==0.11.0						      |	panel==0.11.1
PDPbox @ git+https://github.com/SauceCat/PDPbox@73c69665f1663 |	PDPbox @ git+https://github.com/SauceCat/PDPbox@b022a0aabcc6d
plotnine==0.7.1						      |	plotnine==0.8.0
portalocker==2.2.1					      |	portalocker==2.3.0
proto-plus==1.17.0					      |	proto-plus==1.18.1
py-spy==0.3.4						      |	py-spy==0.3.5
pycairo==1.20.0						      |	pycodestyle==2.7.0
pycodestyle==2.6.0					      <
pydash==4.9.3						      |	pydash==5.0.0
pyflakes==2.2.0						      |	pyflakes==2.3.1
pyLDAvis==3.2.2						      |	pyLDAvis==3.3.1
pymc3==3.11.1						      |	pymc3==3.11.2
PyMeeus==0.5.9						      |	PyMeeus==0.5.11
  						      >	python-bidi==0.4.2
python-igraph @ file:///home/conda/feedstock_root/build_artif |	python-igraph @ file:///home/conda/feedstock_root/build_artif
pytools==2021.2						      |	pytools==2021.2.1
pytorch-lightning==1.2.3				      |	pytorch-lightning==1.2.5
qtconsole==5.0.2					      |	qtconsole==5.0.3
s3transfer==0.3.4					      |	s3transfer==0.3.6
  						      >	semver==2.13.0
  						      >	sklearn==0.0
smart-open==4.2.0					      |	smart-open==5.0.0
tblib==1.7.0						      |	tblib @ file:///home/conda/feedstock_root/build_artifacts/tbl
tensorflow-metadata==0.28.0				      |	tensorflow-metadata==0.29.0
tifffile==2021.3.5					      |	tifffile==2021.3.17
  						      >	torchmetrics==0.2.0
transformers==4.3.3					      |	transformers==4.4.2
wandb==0.10.22						      |	wandb==0.10.23
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
google-cloud-sdk==331.0.0-0				      |	google-cloud-sdk==333.0.0-0
libglib2.0-0:amd64==2.56.4-0ubuntu0.18.04.7		      |	libglib2.0-0:amd64==2.56.4-0ubuntu0.18.04.8
libglib2.0-bin==2.56.4-0ubuntu0.18.04.7			      |	libglib2.0-bin==2.56.4-0ubuntu0.18.04.8
libglib2.0-data==2.56.4-0ubuntu0.18.04.7		      |	libglib2.0-data==2.56.4-0ubuntu0.18.04.8
libglib2.0-dev:amd64==2.56.4-0ubuntu0.18.04.7		      |	libglib2.0-dev:amd64==2.56.4-0ubuntu0.18.04.8
libglib2.0-dev-bin==2.56.4-0ubuntu0.18.04.7		      |	libglib2.0-dev-bin==2.56.4-0ubuntu0.18.04.8

v98 - GPU

15 Mar 19:51
ba831d3
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/python:v98

== Comparing pip freeze ==
adal @ file:///home/conda/feedstock_root/build_artifacts/adal |	adal @ file:///home/conda/feedstock_root/build_artifacts/adal
aiobotocore==1.2.1					      |	aiobotocore==1.2.2
aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a |	aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a
alembic==1.5.4						      |	alembic==1.5.7
allennlp==2.0.1						      |	allennlp==2.1.0
argon2-cffi @ file:///home/conda/feedstock_root/build_artifac |	argon2-cffi @ file:///home/conda/feedstock_root/build_artifac
arrow @ file:///home/conda/feedstock_root/build_artifacts/arr |	arrow @ file:///home/conda/feedstock_root/build_artifacts/arr
arviz==0.11.1						      |	arviz==0.11.2
astropy @ file:///home/conda/feedstock_root/build_artifacts/a |	astropy @ file:///home/conda/feedstock_root/build_artifacts/a
autocfg==0.0.6						      |	autocfg==0.0.8
autogluon.core==0.1.0b20210219				      |	autogluon.core==0.1.0
bayespy==0.5.20						      |	bayespy==0.5.21
bleach @ file:///home/conda/feedstock_root/build_artifacts/bl |	bleach @ file:///home/conda/feedstock_root/build_artifacts/bl
bokeh @ file:///home/conda/feedstock_root/build_artifacts/bok |	bokeh @ file:///home/conda/feedstock_root/build_artifacts/bok
boto3==1.17.11						      |	boto3==1.17.27
botocore==1.20.11					      |	botocore==1.20.27
Bottleneck @ file:///home/conda/feedstock_root/build_artifact |	Bottleneck @ file:///home/conda/feedstock_root/build_artifact
bqplot==0.12.22						      |	bqplot==0.12.23
cachetools @ file:///home/conda/feedstock_root/build_artifact |	cachetools @ file:///home/conda/feedstock_root/build_artifact
caip-notebooks-serverextension @ file:///opt/conda/conda-bld/ |	caip-notebooks-serverextension @ file:///opt/conda/conda-bld/
cffi @ file:///home/conda/feedstock_root/build_artifacts/cffi |	cffi @ file:///home/conda/feedstock_root/build_artifacts/cffi
cmaes==0.8.1						      |	cmaes==0.8.2
configparser==5.0.1					      |	configparser==5.0.2
cryptography @ file:///home/conda/feedstock_root/build_artifa |	cryptography @ file:///home/conda/feedstock_root/build_artifa
cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy |	cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy
cupy-cuda102==8.4.0					      |	cupy-cuda102==8.5.0
Cython==0.29.21						      |	Cython==0.29.22
dask @ file:///home/conda/feedstock_root/build_artifacts/dask |	dask @ file:///home/conda/feedstock_root/build_artifacts/dask
distributed @ file:///home/conda/feedstock_root/build_artifac |	distributed @ file:///home/conda/feedstock_root/build_artifac
docker @ file:///home/conda/feedstock_root/build_artifacts/do |	docker @ file:///home/conda/feedstock_root/build_artifacts/do
earthengine-api==0.1.252				      |	earthengine-api==0.1.256
fastai==2.2.5						      |	fastai==2.2.7
featuretools==0.23.1					      |	featuretools==0.23.2
gcsfs @ file:///home/conda/feedstock_root/build_artifacts/gcs |	gcsfs @ file:///home/conda/feedstock_root/build_artifacts/gcs
GDAL==3.1.4						      |	GDAL==3.2.1
geopandas @ file:///home/conda/feedstock_root/build_artifacts |	geopandas @ file:///home/conda/feedstock_root/build_artifacts
gitdb @ file:///home/conda/feedstock_root/build_artifacts/git |	gitdb @ file:///home/conda/feedstock_root/build_artifacts/git
GitPython @ file:///home/conda/feedstock_root/build_artifacts |	GitPython @ file:///home/conda/feedstock_root/build_artifacts
gluoncv==0.9.4.post0					      |	gluoncv==0.10.0
  						      >	google-cloud-aiplatform @ git+https://github.com/googleapis/p
google-cloud-bigquery==1.12.1				      |	google-cloud-bigquery==2.2.0
google-cloud-core==1.3.0				      |	google-cloud-core==1.6.0
google-crc32c==1.1.0					      |	google-crc32c==1.1.2
holoviews==1.14.1					      |	holoviews==1.14.2
httplib2 @ file:///home/conda/feedstock_root/build_artifacts/ |	httplib2 @ file:///home/conda/feedstock_root/build_artifacts/
hypothesis==6.2.0					      |	hypothesis==6.8.0
imagecodecs==2021.1.28					      |	imagecodecs==2021.2.26
importlib-metadata @ file:///home/conda/feedstock_root/build_ |	importlib-metadata @ file:///home/conda/feedstock_root/build_
ipython @ file:///home/conda/feedstock_root/build_artifacts/i |	ipython @ file:///home/conda/feedstock_root/build_artifacts/i
ipywidgets @ file:///home/conda/feedstock_root/build_artifact |	ipywidgets @ file:///home/conda/feedstock_root/build_artifact
Jinja2==2.11.2						      |	Jinja2 @ file:///home/conda/feedstock_root/build_artifacts/ji
joblib @ file:///home/conda/feedstock_root/build_artifacts/jo |	joblib @ file:///home/conda/feedstock_root/build_artifacts/jo
jupyter-aihub-deploy-extension @ file:///opt/conda/conda-bld/ |	jupyter-aihub-deploy-extension @ file:///opt/conda/conda-bld/
jupyter-client @ file:///home/conda/feedstock_root/build_arti |	jupyter-client @ file:///home/conda/feedstock_root/build_arti
jupyter-core @ file:///home/conda/feedstock_root/build_artifa |	jupyter-core @ file:///home/conda/feedstock_root/build_artifa
kaggle==1.5.10						      |	kaggle==1.5.12
kiwisolver @ file:///home/conda/feedstock_root/build_artifact |	kiwisolver @ file:///home/conda/feedstock_root/build_artifact
learntools @ git+https://github.com/Kaggle/learntools@73baa4a |	learntools @ git+https://github.com/Kaggle/learntools@3ccb5b2
MarkupSafe @ file:///home/conda/feedstock_root/build_artifact |	MarkupSafe @ file:///home/conda/feedstock_root/build_artifact
matplotlib @ file:///home/conda/feedstock_root/build_artifact |	matplotlib @ file:///home/conda/feedstock_root/build_artifact
  						      >	matrixprofile==1.1.10
mistune @ file:///home/conda/feedstock_root/build_artifacts/m |	mistune @ file:///home/conda/feedstock_root/build_artifacts/m
mmh3==2.5.1						      |	mmh3==3.0.0
multidict @ file:///home/conda/feedstock_root/build_artifacts |	multidict @ file:///home/conda/feedstock_root/build_artifacts
mypy-extensions @ file:///home/conda/feedstock_root/build_art |	mypy-extensions @ file:///home/conda/feedstock_root/build_art
nb-conda @ file:///home/conda/feedstock_root/build_artifacts/ |	nb-conda @ file:///home/conda/feedstock_root/build_artifacts/
nbclient @ file:///home/conda/feedstock_root/build_artifacts/ |	nbclient @ file:///home/conda/feedstock_root/build_artifacts/
nbformat @ file:///home/conda/feedstock_root/build_artifacts/ |	nbformat @ file:///home/conda/feedstock_root/build_artifacts/
nilearn==0.7.0						      |	nilearn==0.7.1
notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16 |	notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16
numexpr==2.7.2						      |	numexpr==2.7.3
numpy @ file:///home/conda/feedstock_root/build_artifacts/num |	numpy @ file:///home/conda/feedstock_root/build_artifacts/num
optuna==2.5.0						      |	optuna==2.6.0
ortools==8.1.8487					      |	ortools==8.2.8710
packaging @ file:///home/conda/feedstock_root/build_artifacts |	packaging @ file:///home/conda/feedstock_root/build_artifacts
panel==0.10.3						      |	panel==0.11.0
papermill @ file:///home/conda/feedstock_root/build_artifacts |	papermill @ file:///home/conda/feedstock_root/build_artifacts
path==15.1.0						      |	path==15.1.2
pathy==0.4.0						      <
prompt-toolkit @ file:///home/conda/feedstock_root/build_arti |	prompt-toolkit @ file:///home/conda/feedstock_root/build_arti
proto-plus==1.13.0					      |	proto-plus==1.17.0
protobuf==3.14.0					      |	protobuf==3.15.6
PyAstronomy==0.15.2					      |	PyAstronomy==0.16.0
pycosat @ file:///home/conda/feedstock_root/build_artifacts/p |	pycosat @ file:///home/conda/feedstock_root/build_artifacts/p
pydantic==1.7.3						      |	pydash==4.9.3
pydash==4.9.2						      <
pydub==0.24.1						      |	pydub==0.25.1
pyerfa @ file:///home/conda/feedstock_root/build_artifacts/py |	pyerfa @ file:///home/conda/feedstock_root/build_artifacts/py
Pygments @ file:///home/conda/feedstock_root/build_artifacts/ |	Pygments @ file:///home/conda/feedstock_root/build_artifacts/
PyJWT==1.7.1						      |	PyJWT @ file:///home/conda/feedstock_root/build_artifacts/pyj
pyLDAvis==3.2.1						      |	pyLDAvis==3.2.2
PyMeeus==0.3.12						      |	PyMeeus==0.5.9
pyperclip==1.8.1					      |	pyperclip==1.8.2
pyrsistent @ file:///home/conda/feedstock_root/build_artifact |	pyrsistent @ file:///home/conda/feedstock_root/build_artifact
PySocks @ file:///home/conda/feedstock_root/build_artifacts/p |	PySocks @ file:///home/conda/feedstock_root/build_artifacts/p
pytools==2021.1						      |	pytools==2021.2
pytorch-ignite==0.4.3					      |	pytorch-ignite==0.4.4
pytorch-lightning==1.2.0				      |	pytorch-lightning==1.2.3
pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz |	pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz
pyzmq==20.0.0						      |	pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyz
rasterio==1.2.0						      |	rasterio==1.2.1
regex @ file:///home/conda/feedstock_root/build_artifacts/reg |	regex @ file:///home/conda/feedstock_root/build_artifacts/reg
rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1 |	rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1
ruamel-yaml-conda @ file:///home/conda/feedstock_root/build_a |	ruamel-yaml-conda @ file:///home/conda/feedstock_root/build_a
scattertext==0.1.0.0					      |	scattertext==0.1.2
seaborn @ file:///home/conda/feedstock_root/build_artifacts/s |	seaborn @ file:///home/conda/feedstock_root/build_artifacts/s
sentry-sdk==0.20.3					      |	sentry-sdk==1.0.0
shap==0.38.1						      |	shap==0.39.0
simplejson @ file:///home/conda/feedstock_root/build_artifact |	simplejson @ file:///home/conda/feedstock_root/build_artifact
sklearn-pandas==2.0.4					      |	sklearn-pandas==2.1.0
smart-open==3.0.0					      |	smart-open==4.2.0
smmap @ file:///home/conda/feedstock_root/build_artifacts/smm |	smmap @ file:///home/conda/feedstock_root/build_artifacts/smm
spacy-legacy==3.0.1					      <
SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact...
Read more

v98 - CPU

15 Mar 19:51
ba831d3
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/python:v98

== Comparing pip freeze ==
adal @ file:///home/conda/feedstock_root/build_artifacts/adal |	adal @ file:///home/conda/feedstock_root/build_artifacts/adal
aiobotocore==1.2.1					      |	aiobotocore==1.2.2
aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a |	aiohttp @ file:///home/conda/feedstock_root/build_artifacts/a
alembic==1.5.4						      |	alembic==1.5.7
allennlp==2.0.1						      |	allennlp==2.1.0
argon2-cffi @ file:///home/conda/feedstock_root/build_artifac |	argon2-cffi @ file:///home/conda/feedstock_root/build_artifac
arrow @ file:///home/conda/feedstock_root/build_artifacts/arr |	arrow @ file:///home/conda/feedstock_root/build_artifacts/arr
arviz==0.11.1						      |	arviz==0.11.2
astropy @ file:///home/conda/feedstock_root/build_artifacts/a |	astropy @ file:///home/conda/feedstock_root/build_artifacts/a
autocfg==0.0.6						      |	autocfg==0.0.8
autogluon.core==0.1.0b20210219				      |	autogluon.core==0.1.0
bayespy==0.5.20						      |	bayespy==0.5.21
bleach @ file:///home/conda/feedstock_root/build_artifacts/bl |	bleach @ file:///home/conda/feedstock_root/build_artifacts/bl
bokeh==2.2.3						      |	bokeh==2.3.0
boto3==1.17.11						      |	boto3==1.17.27
botocore==1.20.11					      |	botocore==1.20.27
Bottleneck @ file:///home/conda/feedstock_root/build_artifact |	Bottleneck @ file:///home/conda/feedstock_root/build_artifact
bqplot==0.12.22						      |	bqplot==0.12.23
cachetools @ file:///home/conda/feedstock_root/build_artifact |	cachetools @ file:///home/conda/feedstock_root/build_artifact
caip-notebooks-serverextension @ file:///opt/conda/conda-bld/ |	caip-notebooks-serverextension @ file:///opt/conda/conda-bld/
cffi @ file:///home/conda/feedstock_root/build_artifacts/cffi |	cffi @ file:///home/conda/feedstock_root/build_artifacts/cffi
cmaes==0.8.1						      |	cmaes==0.8.2
configparser==5.0.1					      |	configparser==5.0.2
cryptography @ file:///home/conda/feedstock_root/build_artifa |	cryptography @ file:///home/conda/feedstock_root/build_artifa
Cython==0.29.21						      |	Cython==0.29.22
dask==2021.2.0						      |	dask==2021.3.0
distributed==2021.2.0					      |	distributed==2021.3.0
docker @ file:///home/conda/feedstock_root/build_artifacts/do |	docker @ file:///home/conda/feedstock_root/build_artifacts/do
earthengine-api==0.1.252				      |	earthengine-api==0.1.256
fastai==2.2.5						      |	fastai==2.2.7
featuretools==0.23.1					      |	featuretools==0.23.2
gcsfs @ file:///home/conda/feedstock_root/build_artifacts/gcs |	gcsfs @ file:///home/conda/feedstock_root/build_artifacts/gcs
GDAL==3.1.4						      |	GDAL==3.2.1
geopandas @ file:///home/conda/feedstock_root/build_artifacts |	geopandas @ file:///home/conda/feedstock_root/build_artifacts
gitdb @ file:///home/conda/feedstock_root/build_artifacts/git |	gitdb @ file:///home/conda/feedstock_root/build_artifacts/git
GitPython @ file:///home/conda/feedstock_root/build_artifacts |	GitPython @ file:///home/conda/feedstock_root/build_artifacts
gluoncv==0.9.4.post0					      |	gluoncv==0.10.0
  						      >	google-cloud-aiplatform @ git+https://github.com/googleapis/p
google-cloud-bigquery==1.12.1				      |	google-cloud-bigquery==2.2.0
google-cloud-core==1.3.0				      |	google-cloud-core==1.6.0
google-crc32c==1.1.0					      |	google-crc32c==1.1.2
holoviews==1.14.1					      |	holoviews==1.14.2
httplib2 @ file:///home/conda/feedstock_root/build_artifacts/ |	httplib2 @ file:///home/conda/feedstock_root/build_artifacts/
hypothesis==6.2.0					      |	hypothesis==6.8.0
imagecodecs==2021.1.28					      |	imagecodecs==2021.2.26
importlib-metadata @ file:///home/conda/feedstock_root/build_ |	importlib-metadata @ file:///home/conda/feedstock_root/build_
ipython @ file:///home/conda/feedstock_root/build_artifacts/i |	ipython @ file:///home/conda/feedstock_root/build_artifacts/i
ipywidgets @ file:///home/conda/feedstock_root/build_artifact |	ipywidgets @ file:///home/conda/feedstock_root/build_artifact
Jinja2==2.11.2						      |	Jinja2 @ file:///home/conda/feedstock_root/build_artifacts/ji
joblib @ file:///home/conda/feedstock_root/build_artifacts/jo |	joblib @ file:///home/conda/feedstock_root/build_artifacts/jo
jupyter-aihub-deploy-extension @ file:///opt/conda/conda-bld/ |	jupyter-aihub-deploy-extension @ file:///opt/conda/conda-bld/
jupyter-client @ file:///home/conda/feedstock_root/build_arti |	jupyter-client @ file:///home/conda/feedstock_root/build_arti
jupyter-core @ file:///home/conda/feedstock_root/build_artifa |	jupyter-core @ file:///home/conda/feedstock_root/build_artifa
kaggle==1.5.10						      |	kaggle==1.5.12
kiwisolver @ file:///home/conda/feedstock_root/build_artifact |	kiwisolver @ file:///home/conda/feedstock_root/build_artifact
learntools @ git+https://github.com/Kaggle/learntools@73baa4a |	learntools @ git+https://github.com/Kaggle/learntools@3ccb5b2
MarkupSafe @ file:///home/conda/feedstock_root/build_artifact |	MarkupSafe @ file:///home/conda/feedstock_root/build_artifact
matplotlib @ file:///home/conda/feedstock_root/build_artifact |	matplotlib @ file:///home/conda/feedstock_root/build_artifact
  						      >	matrixprofile==1.1.10
mistune @ file:///home/conda/feedstock_root/build_artifacts/m |	mistune @ file:///home/conda/feedstock_root/build_artifacts/m
mmh3==2.5.1						      |	mmh3==3.0.0
multidict @ file:///home/conda/feedstock_root/build_artifacts |	multidict @ file:///home/conda/feedstock_root/build_artifacts
mypy-extensions @ file:///home/conda/feedstock_root/build_art |	mypy-extensions @ file:///home/conda/feedstock_root/build_art
nb-conda @ file:///home/conda/feedstock_root/build_artifacts/ |	nb-conda @ file:///home/conda/feedstock_root/build_artifacts/
nbclient @ file:///home/conda/feedstock_root/build_artifacts/ |	nbclient @ file:///home/conda/feedstock_root/build_artifacts/
nbformat @ file:///home/conda/feedstock_root/build_artifacts/ |	nbformat @ file:///home/conda/feedstock_root/build_artifacts/
nilearn==0.7.0						      |	nilearn==0.7.1
notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16 |	notebook-executor @ file:///opt/conda/conda-bld/dlenv-base_16
numexpr==2.7.2						      |	numexpr==2.7.3
numpy @ file:///home/conda/feedstock_root/build_artifacts/num |	numpy @ file:///home/conda/feedstock_root/build_artifacts/num
optuna==2.5.0						      |	optuna==2.6.0
ortools==8.1.8487					      |	ortools==8.2.8710
packaging @ file:///home/conda/feedstock_root/build_artifacts |	packaging @ file:///home/conda/feedstock_root/build_artifacts
pandas==1.2.0						      |	pandas==1.2.2
panel==0.10.3						      |	panel==0.11.0
papermill @ file:///home/conda/feedstock_root/build_artifacts |	papermill @ file:///home/conda/feedstock_root/build_artifacts
path==15.1.0						      |	path==15.1.2
pathy==0.4.0						      <
prompt-toolkit @ file:///home/conda/feedstock_root/build_arti |	prompt-toolkit @ file:///home/conda/feedstock_root/build_arti
proto-plus==1.13.0					      |	proto-plus==1.17.0
protobuf==3.14.0					      |	protobuf==3.15.6
pyarrow==2.0.0						      |	pyarrow==3.0.0
PyAstronomy==0.15.2					      |	PyAstronomy==0.16.0
pycosat @ file:///home/conda/feedstock_root/build_artifacts/p |	pycosat @ file:///home/conda/feedstock_root/build_artifacts/p
pydantic==1.7.3						      |	pydash==4.9.3
pydash==4.9.2						      <
pydub==0.24.1						      |	pydub==0.25.1
pyerfa @ file:///home/conda/feedstock_root/build_artifacts/py |	pyerfa @ file:///home/conda/feedstock_root/build_artifacts/py
Pygments @ file:///home/conda/feedstock_root/build_artifacts/ |	Pygments @ file:///home/conda/feedstock_root/build_artifacts/
PyJWT==1.7.1						      |	PyJWT @ file:///home/conda/feedstock_root/build_artifacts/pyj
pyLDAvis==3.2.1						      |	pyLDAvis==3.2.2
PyMeeus==0.3.12						      |	PyMeeus==0.5.9
pyperclip==1.8.1					      |	pyperclip==1.8.2
pyrsistent @ file:///home/conda/feedstock_root/build_artifact |	pyrsistent @ file:///home/conda/feedstock_root/build_artifact
PySocks @ file:///home/conda/feedstock_root/build_artifacts/p |	PySocks @ file:///home/conda/feedstock_root/build_artifacts/p
pytorch-ignite==0.4.3					      |	pytorch-ignite==0.4.4
pytorch-lightning==1.2.0				      |	pytorch-lightning==1.2.3
pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz |	pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz
pyzmq==20.0.0						      |	pyzmq @ file:///home/conda/feedstock_root/build_artifacts/pyz
rasterio==1.2.0						      |	rasterio==1.2.1
regex @ file:///home/conda/feedstock_root/build_artifacts/reg |	regex @ file:///home/conda/feedstock_root/build_artifacts/reg
rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1 |	rsa @ file:///home/conda/feedstock_root/build_artifacts/rsa_1
ruamel-yaml-conda @ file:///home/conda/feedstock_root/build_a |	ruamel-yaml-conda @ file:///home/conda/feedstock_root/build_a
scattertext==0.1.0.0					      |	scattertext==0.1.2
seaborn @ file:///home/conda/feedstock_root/build_artifacts/s |	seaborn @ file:///home/conda/feedstock_root/build_artifacts/s
sentry-sdk==0.20.3					      |	sentry-sdk==1.0.0
shap==0.38.1						      |	shap==0.39.0
simplejson @ file:///home/conda/feedstock_root/build_artifact |	simplejson @ file:///home/conda/feedstock_root/build_artifact
sklearn-pandas==2.0.4					      |	sklearn-pandas==2.1.0
smart-open==3.0.0					      |	smart-open==4.2.0
smmap @ file:///home/conda/feedstock_root/build_artifacts/smm |	smmap @ file:///home/conda/feedstock_root/build_artifacts/smm
spacy-legacy==3.0.1					      <
SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact |	SQLAlchemy @ file:///home/conda/feedstock_root/build_artifact
statsmodels @ file:///home/conda/feedstock_root/build_artifac |	statsmodels @ file:///home/conda/feedstock_root/build_artifac
  						      >	stumpy==1.8.0
tabulate==0.8.8						      |	tabulate==0.8.9
tensorflow-metadata==0.27.0				      |	tensorflow-metadata==0.28.0
Tensorforce==0.5.5					      <
tifffile==2021.2.1				...
Read more

v97 - GPU

22 Feb 20:34
e0a40b7
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/python:v97

== Comparing pip freeze ==
aiobotocore==1.2.0					      |	aiobotocore==1.2.1
autogluon.core==0.1.0b20210210				      |	autogluon.core==0.1.0b20210219
boto3==1.17.5						      |	boto3==1.17.11
botocore==1.20.5					      |	botocore==1.20.11
bqplot==0.12.21						      |	bqplot==0.12.22
cliff==3.6.0						      |	cliff==3.7.0
ConfigSpace==0.4.14					      |	ConfigSpace==0.4.18
convertdate==2.3.0					      |	convertdate==2.3.1
earthengine-api==0.1.250				      |	earthengine-api==0.1.252
fastavro @ file:///home/conda/feedstock_root/build_artifacts/ |	fastavro @ file:///home/conda/feedstock_root/build_artifacts/
gluoncv==0.9.2						      |	gluoncv==0.9.4.post0
google-cloud-vision==2.1.0				      |	google-cloud-vision==2.2.0
hypothesis==6.1.1					      |	hypothesis==6.2.0
imbalanced-learn==0.7.0					      |	imbalanced-learn==0.8.0
kmodes==0.10.2						      |	kmodes==0.11.0
learntools @ git+https://github.com/Kaggle/learntools@a5e4d66 |	learntools @ git+https://github.com/Kaggle/learntools@73baa4a
netCDF4==1.5.5.1					      |	netCDF4==1.5.6
numpy==1.19.5						      |	numpy @ file:///home/conda/feedstock_root/build_artifacts/num
pathy==0.3.5						      |	pathy==0.4.0
prettytable==0.7.2					      |	prettytable @ file:///home/conda/feedstock_root/build_artifac
pydot==1.4.1						      |	pydot==1.4.2
pyLDAvis==3.1.0						      |	pyLDAvis==3.2.1
pymc3==3.11.0						      |	pymc3==3.11.1
PyMeeus==0.3.7						      |	PyMeeus==0.3.12
pytorch-lightning==1.1.8				      |	pytorch-lightning==1.2.0
ray==1.1.0						      |	ray==1.2.0
scikit-learn==0.23.2					      |	scikit-learn==0.24.1
scipy==1.4.1						      |	scipy==1.5.4
sentry-sdk==0.19.5					      |	sentry-sdk==0.20.3
tabulate==0.8.7						      |	tabulate==0.8.8
Theano-PyMC==1.1.0					      |	Theano-PyMC==1.1.2
typeguard==2.10.0					      |	typeguard==2.11.1
wandb==0.10.18						      |	wandb==0.10.19
yellowbrick==1.3					      |	yellowbrick==1.3.post1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
google-cloud-sdk==327.0.0-0				      |	google-cloud-sdk==328.0.0-0

v97 - CPU

22 Feb 20:34
e0a40b7
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/python:v97

== Comparing pip freeze ==
aiobotocore==1.2.0					      |	aiobotocore==1.2.1
autogluon.core==0.1.0b20210210				      |	autogluon.core==0.1.0b20210219
boto3==1.17.5						      |	boto3==1.17.11
botocore==1.20.5					      |	botocore==1.20.11
bqplot==0.12.21						      |	bqplot==0.12.22
cliff==3.6.0						      |	cliff==3.7.0
ConfigSpace==0.4.14					      |	ConfigSpace==0.4.18
convertdate==2.3.0					      |	convertdate==2.3.1
earthengine-api==0.1.250				      |	earthengine-api==0.1.252
gluoncv==0.9.2						      |	gluoncv==0.9.4.post0
google-cloud-vision==2.1.0				      |	google-cloud-vision==2.2.0
hypothesis==6.1.1					      |	hypothesis==6.2.0
imbalanced-learn==0.7.0					      |	imbalanced-learn==0.8.0
kmodes==0.10.2						      |	kmodes==0.11.0
learntools @ git+https://github.com/Kaggle/learntools@a5e4d66 |	learntools @ git+https://github.com/Kaggle/learntools@73baa4a
netCDF4==1.5.5.1					      |	netCDF4==1.5.6
numpy==1.19.5						      |	numpy @ file:///home/conda/feedstock_root/build_artifacts/num
pathy==0.3.5						      |	pathy==0.4.0
prettytable==0.7.2					      |	prettytable @ file:///home/conda/feedstock_root/build_artifac
pydot==1.4.1						      |	pydot==1.4.2
pyLDAvis==3.1.0						      |	pyLDAvis==3.2.1
pymc3==3.11.0						      |	pymc3==3.11.1
PyMeeus==0.3.7						      |	PyMeeus==0.3.12
pytorch-lightning==1.1.8				      |	pytorch-lightning==1.2.0
ray==1.1.0						      |	ray==1.2.0
scikit-learn==0.23.2					      |	scikit-learn==0.24.1
scipy==1.4.1						      |	scipy==1.5.4
sentry-sdk==0.19.5					      |	sentry-sdk==0.20.3
tabulate==0.8.7						      |	tabulate==0.8.8
Theano-PyMC==1.1.0					      |	Theano-PyMC==1.1.2
typeguard==2.10.0					      |	typeguard==2.11.1
wandb==0.10.18						      |	wandb==0.10.19
yellowbrick==1.3					      |	yellowbrick==1.3.post1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
google-cloud-sdk==327.0.0-0				      |	google-cloud-sdk==328.0.0-0

v96 - GPU

10 Feb 18:02
c4bd2a9
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-private-byod/python:v96

== Comparing pip freeze ==
alembic==1.5.2						      |	alembic==1.5.4
allennlp==1.3.0						      |	allennlp==2.0.1
arviz==0.11.0						      |	arviz==0.11.1
autogluon.core==0.0.16b20210126				      |	autogluon.core==0.1.0b20210210
boto3==1.16.60						      |	boto3==1.17.5
botocore==1.19.60					      |	botocore==1.20.5
cftime==1.3.1						      |	cftime==1.4.1
cmaes==0.7.0						      |	cmaes==0.8.1
cmd2==1.4.0						      |	cmd2==1.5.0
ConfigSpace==0.4.16					      |	ConfigSpace==0.4.14
contextily==1.0.1					      |	contextily==1.1.0
convertdate==2.2.0					      |	convertdate==2.3.0
cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy |	cupy @ file:///home/conda/feedstock_root/build_artifacts/cupy
cupy-cuda102==8.3.0					      |	cupy-cuda102==8.4.0
dask @ file:///home/conda/feedstock_root/build_artifacts/dask |	dask @ file:///home/conda/feedstock_root/build_artifacts/dask
decord==0.4.2						      |	decord==0.5.2
distributed @ file:///home/conda/feedstock_root/build_artifac |	distributed @ file:///home/conda/feedstock_root/build_artifac
earthengine-api==0.1.248				      |	earthengine-api==0.1.250
easydev==0.10.1						      |	easydev==0.11.0
emoji==1.1.0						      |	emoji==1.2.0
fastavro @ file:///home/conda/feedstock_root/build_artifacts/ |	fastavro @ file:///home/conda/feedstock_root/build_artifacts/
featuretools==0.23.0					      |	featuretools==0.23.1
gluoncv==0.9.1.post0					      |	gluoncv==0.9.2
h2o==3.32.0.3						      |	h2o==3.32.0.4
  						      >	hijri-converter==2.1.1
hmmlearn==0.2.4						      |	hmmlearn==0.2.5
holidays==0.10.4					      |	holidays==0.10.5.2
hypothesis==6.0.3					      |	hypothesis==6.1.1
imagecodecs==2021.1.11					      |	imagecodecs==2021.1.28
jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi |	jedi==0.17.2
jsonpickle==1.5.0					      |	jsonpickle==2.0.0
kaggle-environments==1.7.7				      |	kaggle-environments==1.7.11
learntools @ git+https://github.com/Kaggle/learntools@54736bf |	learntools @ git+https://github.com/Kaggle/learntools@a5e4d66
libcst==0.3.16						      |	libcst==0.3.17
  						      >	lmdb==1.1.1
markovify==0.8.3					      |	markovify==0.9.0
  						      >	more-itertools==8.7.0
mpmath==1.1.0						      |	mpmath==1.2.1
mxnet-cu102==1.7.0					      |	mxnet-cu102==1.7.0.post1
numpy @ file:///home/conda/feedstock_root/build_artifacts/num |	numpy==1.19.5
onnx==1.8.0						      |	onnx==1.8.1
optuna==2.4.0						      |	optuna==2.5.0
parso @ file:///home/conda/feedstock_root/build_artifacts/par |	parso==0.7.1
path==15.0.1						      |	path==15.1.0
  						      >	pathy==0.3.5
portalocker==2.1.0					      |	portalocker==2.2.1
pybind11==2.6.1						      |	pybind11==2.6.2
  						      >	pydantic==1.7.3
  						      >	pydot==1.4.1
pyLDAvis==2.1.2						      |	pyLDAvis==3.1.0
pymongo==3.11.2						      |	pymongo==3.11.3
pynndescent==0.5.1					      |	pynndescent==0.5.2
python-Levenshtein==0.12.1				      |	python-Levenshtein==0.12.2
pytorch-ignite==0.4.2					      |	pytorch-ignite==0.4.3
pytorch-lightning==1.1.5				      |	pytorch-lightning==1.1.8
pytz==2019.3						      |	pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz
smart-open==4.1.2					      |	smart-open==3.0.0
  						      >	spacy-legacy==3.0.1
tensorflow @ file:///tmp/tensorflow_gpu/tensorflow-2.4.0-cp37 |	tensorflow @ file:///tmp/tensorflow_gpu/tensorflow-2.4.1-cp37
tensorflow-addons @ file:///tmp/tfa_cpu/tensorflow_addons-0.1 |	tensorflow-addons @ file:///tmp/tfa_cpu/tensorflow_addons-0.1
tensorflow-cloud==0.1.11				      |	tensorflow-cloud==0.1.13
tifffile==2021.1.14					      |	tifffile==2021.2.1
transformers==4.0.1					      |	transformers==4.2.2
  						      >	typer==0.3.2
umap-learn==0.5.0					      |	umap-learn==0.5.1
wandb==0.10.15						      |	wandb==0.10.18
wasabi==0.8.1						      |	wasabi==0.8.2
watchdog==0.10.4					      <
yellowbrick==1.2.1					      |	yellowbrick==1.3
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
google-cloud-sdk==325.0.0-0				      |	google-cloud-sdk==327.0.0-0
openjdk-11-jre-headless:amd64==11.0.9.1+1-0ubuntu1~18.04      |	openjdk-11-jre-headless:amd64==11.0.10+9-0ubuntu1~18.04

v96 - CPU

10 Feb 18:02
c4bd2a9
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/python:v96

== Comparing pip freeze ==
alembic==1.5.2						      |	alembic==1.5.4
allennlp==1.3.0						      |	allennlp==2.0.1
arviz==0.11.0						      |	arviz==0.11.1
autogluon.core==0.0.16b20210126				      |	autogluon.core==0.1.0b20210210
boto3==1.16.60						      |	boto3==1.17.5
botocore==1.19.60					      |	botocore==1.20.5
cftime==1.3.1						      |	cftime==1.4.1
cmaes==0.7.0						      |	cmaes==0.8.1
cmd2==1.4.0						      |	cmd2==1.5.0
ConfigSpace==0.4.16					      |	ConfigSpace==0.4.14
contextily==1.0.1					      |	contextily==1.1.0
convertdate==2.2.0					      |	convertdate==2.3.0
dask==2021.1.1						      |	dask==2021.2.0
decord==0.4.2						      |	decord==0.5.2
distributed==2021.1.1					      |	distributed==2021.2.0
earthengine-api==0.1.248				      |	earthengine-api==0.1.250
easydev==0.10.1						      |	easydev==0.11.0
emoji==1.1.0						      |	emoji==1.2.0
featuretools==0.23.0					      |	featuretools==0.23.1
gluoncv==0.9.1.post0					      |	gluoncv==0.9.2
h2o==3.32.0.3						      |	h2o==3.32.0.4
  						      >	hijri-converter==2.1.1
hmmlearn==0.2.4						      |	hmmlearn==0.2.5
holidays==0.10.4					      |	holidays==0.10.5.2
hypothesis==6.0.3					      |	hypothesis==6.1.1
imagecodecs==2021.1.11					      |	imagecodecs==2021.1.28
jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi |	jedi==0.17.2
jsonpickle==1.5.0					      |	jsonpickle==2.0.0
kaggle-environments==1.7.7				      |	kaggle-environments==1.7.11
learntools @ git+https://github.com/Kaggle/learntools@54736bf |	learntools @ git+https://github.com/Kaggle/learntools@a5e4d66
libcst==0.3.16						      |	libcst==0.3.17
  						      >	lmdb==1.1.1
markovify==0.8.3					      |	markovify==0.9.0
  						      >	more-itertools==8.7.0
mpmath==1.1.0						      |	mpmath==1.2.1
mxnet==1.7.0.post1					      |	mxnet==1.7.0.post2
numpy @ file:///home/conda/feedstock_root/build_artifacts/num |	numpy==1.19.5
onnx==1.8.0						      |	onnx==1.8.1
optuna==2.4.0						      |	optuna==2.5.0
parso @ file:///home/conda/feedstock_root/build_artifacts/par |	parso==0.7.1
path==15.0.1						      |	path==15.1.0
  						      >	pathy==0.3.5
portalocker==2.1.0					      |	portalocker==2.2.1
pybind11==2.6.1						      |	pybind11==2.6.2
  						      >	pydantic==1.7.3
  						      >	pydot==1.4.1
pyLDAvis==2.1.2						      |	pyLDAvis==3.1.0
pymongo==3.11.2						      |	pymongo==3.11.3
pynndescent==0.5.1					      |	pynndescent==0.5.2
python-Levenshtein==0.12.1				      |	python-Levenshtein==0.12.2
pytorch-ignite==0.4.2					      |	pytorch-ignite==0.4.3
pytorch-lightning==1.1.5				      |	pytorch-lightning==1.1.8
pytz==2019.3						      |	pytz @ file:///home/conda/feedstock_root/build_artifacts/pytz
smart-open==4.1.2					      |	smart-open==3.0.0
  						      >	spacy-legacy==3.0.1
tensorflow @ file:///tmp/tensorflow_cpu/tensorflow-2.4.0-cp37 |	tensorflow @ file:///tmp/tensorflow_cpu/tensorflow-2.4.1-cp37
tensorflow-addons @ file:///tmp/tfa_cpu/tensorflow_addons-0.1 |	tensorflow-addons @ file:///tmp/tfa_cpu/tensorflow_addons-0.1
tensorflow-cloud==0.1.11				      |	tensorflow-cloud==0.1.13
tifffile==2021.1.14					      |	tifffile==2021.2.1
transformers==4.0.1					      |	transformers==4.2.2
  						      >	typer==0.3.2
umap-learn==0.5.0					      |	umap-learn==0.5.1
wandb==0.10.15						      |	wandb==0.10.18
wasabi==0.8.1						      |	wasabi==0.8.2
watchdog==0.10.4					      <
yellowbrick==1.2.1					      |	yellowbrick==1.3
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
google-cloud-sdk==325.0.0-0				      |	google-cloud-sdk==327.0.0-0
openjdk-11-jre-headless:amd64==11.0.9.1+1-0ubuntu1~18.04      |	openjdk-11-jre-headless:amd64==11.0.10+9-0ubuntu1~18.04

v95 - CPU

26 Jan 23:23
4e20d1d
Compare
Choose a tag to compare

[This image will be available on Kaggle Notebooks in the next few days]

gcr.io/kaggle-images/python:v95

== Comparing pip freeze ==
autogluon.core==0.0.16b20210121				      |	autogluon.core==0.0.16b20210126
boto3==1.16.58						      |	boto3==1.16.60
botocore==1.19.58					      |	botocore==1.19.60
dask==2021.1.0						      |	dask==2021.1.1
distributed==2021.1.0					      |	distributed==2021.1.1
eli5==0.10.1						      |	eli5==0.11.0
emoji==0.6.0						      |	emoji==1.1.0
  						      >	Flask==1.1.2
geopandas @ file:///home/conda/feedstock_root/build_artifacts |	geopandas @ file:///home/conda/feedstock_root/build_artifacts
google-cloud-vision==2.0.0				      |	google-cloud-vision==2.1.0
hep-ml==0.6.1						      |	hep-ml==0.6.2
hypothesis==6.0.2					      |	hypothesis==6.0.3
  						      >	itsdangerous==1.1.0
kaggle-environments==1.7.6				      |	kaggle-environments==1.7.7
portalocker==2.0.0					      |	portalocker==2.1.0
  						      >	pycrypto==2.6.1
pytest==6.2.1						      |	pytest==6.2.2
rasterio==1.1.8						      |	rasterio==1.2.0
Shapely @ file:///home/conda/feedstock_root/build_artifacts/s |	Shapely @ file:///home/conda/feedstock_root/build_artifacts/s
tensorflow-metadata==0.26.0				      |	tensorflow-metadata==0.27.0
tensorpack==0.10.1					      |	tensorpack==0.11
wandb==0.10.14						      |	wandb==0.10.15
wasabi==0.8.0						      |	wasabi==0.8.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
google-cloud-sdk==324.0.0-0				      |	google-cloud-sdk==325.0.0-0