Record · corpus.blog/posts/01a08796-390c-709b-aaa0-7ec0c8aa915a

Staying Sane in ML: Fixing Your Terrible Data Science Tools to Improve the Research Experience

kliu.io · published 5 August 2021

A record is what was published and who pointed at it. The text of the post is not held here: read it at the source, or at its Wayback capture.

Read the post at kliu.io Wayback capture

0blogs citing

First cited: —
Most recent: —
Rank this month: not ranked
Links from this post: 19
Words captured: 1,967

Cited by

No blog we hold has cited this post yet.

Links from this post

Link

Host

https://engineering.linkedin.com/blog/2018/07/how-we-improved-build-time-by-400-percent

engineering.linkedin.com

https://course.fast.ai/start_gcp

course.fast.ai

https://course.fast.ai/start_aws

course.fast.ai

https://pipenv.pypa.io/en/latest/

pipenv.pypa.io

https://python-poetry.org/

python-poetry.org

https://johnfraney.ca/posts/2019/03/06/pipenv-poetry-benchmarks-ergonomics/

johnfraney.ca

https://github.com/mamba-org/mamba

github.com

https://github.com/conda-incubator/conda-lock

github.com

https://pythonspeed.com/articles/conda-dependency-management/

pythonspeed.com

https://jupyterlab.readthedocs.io/en/stable/

jupyterlab.readthedocs.io

https://jupyterlab.readthedocs.io/en/stable/user/interface.html

jupyterlab.readthedocs.io

https://jupyterlab.readthedocs.io/en/stable/user/rtc.html

jupyterlab.readthedocs.io

https://pytorch.org/docs/stable/generated/torch.repeat_interleave.html

pytorch.org

https://github.com/arogozhnikov/einops

github.com

https://chris.beams.io/posts/git-commit/

chris.beams.io

https://github.com/patrick-kidger/torchtyping

github.com

https://github.com/deepmind/tensor_annotations

github.com

https://pytest.org/

pytest.org

https://stackoverflow.com/questions/40172281/unit-tests-for-functions-in-a-jupyter-notebook

stackoverflow.com