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Nix Data Science

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16 Sep 2022
@tyberius_prime:matrix.orgTyberiusPrime (fiber at home when) changed their display name from TyberiusPrime to TyberiusPrime (fiber at home when).07:37:08
@sepiabrown:matrix.orgSuwon Park joined the room.18:17:04
@sepiabrown:matrix.orgSuwon Park
In reply to @flxai:matrix.org
I am new to NixOS and wondering what's a good way to set up Jupyter. Are there opinions on JupyterWith or maybe some general recommendations?
Try using jupyterWith + poetry2nix with flake.nix! It's hard but fun!
18:33:55
@flxai:matrix.orgFelixsepiabrown: Thanks, this sounds like a good mix. Do you have configs lieing around somewhere?18:38:49
@sepiabrown:matrix.orgSuwon Park
In reply to @flxai:matrix.org
sepiabrown: Thanks, this sounds like a good mix. Do you have configs lieing around somewhere?

https://github.com/sepiabrown/jupyterWith_poetry2nix

If you are new to NixOS, the above solution may be hard!

If other advanced user could have a look at my code and have any comment for improvement, it would be appreciated!

19:22:32
@flxai:matrix.orgFelixThanks. I'll have a look the following days and try my best. Not that comfortable with Nix and its components yet19:28:06
18 Sep 2022
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24 Sep 2022
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30 Sep 2022
@hinklejd:matrix.orghacobjinkleOn the topic of poetry, do you guys have any nice methods for getting an editable install using pure nix? I use a flake similar to above with poetry2nix, which works great for creating a derivation for a python package, but I then need to run poetry shell from inside a devshell (through direnv) to get editable install. Poetry shell creates a virtualenv in ~/.cache/pypoetry/virtualenvs, and the module versions installed there can sometimes differ from those in the devshell.00:43:25
@hinklejd:matrix.orghacobjinklepoetry lock works well of course, but for packaging in nix i'd like to do most testing with the versions specified in flake.lock rather than poetry.lock, if possible. For now i do active development in poetry shell, then run tests there and again in nix00:45:57
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9 Oct 2022
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15 Oct 2022
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16 Oct 2022
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22 Oct 2022
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23 Oct 2022
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24 Oct 2022
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28 Oct 2022
@carlthome:matrix.orgcarlthome

I'm trying to get TensorFlow to work with a NVIDIA GPU on Ubuntu 22.04 LTS by a shell.nix but get caught up on missing library imports upon import tensorflow as tf.

I have the Ubuntu provided NVIDIA Display Driver installed and libnvidia-container works with GPU but I'm trying to nix:ify my life more and more without plunging into NixOS.

Does anyone have a working shell.nix for GPU-accelerated PyTorch/TensorFlow/JAX on a Debian-based distro?

13:33:57
29 Oct 2022
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