jakew/data-science-research
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity

Add CIFAR-10 data exploration

Browse source
This commit is contained in:
Jake Walker 2024-02-23 13:51:05 +00:00
parent df28f7edaf
commit ee1b533c56
3 changed files with 1668 additions and 479 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

183
PCA Clustering.ipynb
View file

File diff suppressed because one or more lines are too long

1943
poetry.lock generated
View file

File diff suppressed because it is too large Load diff

21
pyproject.toml
View file

@ -6,7 +6,7 @@ authors = ["Jake Walker <hi@jakew.me>"]
readme = "README.md" readme = "README.md"
[tool.poetry.dependencies] [tool.poetry.dependencies]
python = "^3.11" python = ">=3.9,<3.12"
jupyterlab = "^4.0.8" jupyterlab = "^4.0.8"
matplotlib = "^3.8.3" matplotlib = "^3.8.3"
seaborn = "^0.13.2" seaborn = "^0.13.2"
@ -14,6 +14,25 @@ numpy = "^1.26.4"
kneed = "^0.8.5" kneed = "^0.8.5"
scikit-learn = "^1.4.1.post1" scikit-learn = "^1.4.1.post1"
# Issue between poetry and tensorflow metadata since >=2.11
# This is a temporary workaround
# related to https://github.com/python-poetry/poetry/issues/8271
# Inspired from https://github.com/tensorflow/tensorflow/blob/adb39b04e9cb116df4659a7e2de9eea27e62f25c/tensorflow/tools/pip_package/setup.py#L148-L162
tensorflow = {version = "^2.13.0" }
tensorflow-macos = { version = "^2.13.0", platform = "darwin", markers = "platform_machine=='arm64'" }
tensorflow-intel = { version = "^2.13.0", platform = "win32" }
tensorflow-cpu = [
{ version = "^2.13.0", platform = "linux", markers = "platform_machine!='arm64' and platform_machine!='aarch64'" },
{ version = "^2.13.0", platform = "darwin", markers = "platform_machine!='arm64' and platform_machine!='aarch64'" },
]
tensorflow-cpu-aws = { version = "^2.13.0", platform = "linux", markers = "platform_machine=='arm64' or platform_machine=='aarch64'" }
# https://github.com/tensorflow/tensorflow/blob/adb39b04e9cb116df4659a7e2de9eea27e62f25c/tensorflow/tools/pip_package/setup.py#L107-L108
# https://github.com/python-poetry/poetry/issues/8271#issuecomment-1697740447
tensorflow-io-gcs-filesystem = [
{ version = ">= 0.23.1", markers = "platform_machine!='arm64' or platform_system!='Darwin'" },
{ version = "< 0.32.0", markers = "platform_system == 'Windows'" }
]
[build-system] [build-system]
requires = ["poetry-core"] requires = ["poetry-core"]