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environment.yml
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environment.yml
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name: scidev
# generate lock file:
# conda-lock --conda mamba --log-level DEBUG -f environment.yml --lockfile conda-lock.yml
# see conda-lock.yml header for installation instructions:
# conda-lock install -n YOURENV --file conda-lock.yml
channels:
- conda-forge
# https://stackoverflow.com/a/71110028/446907
# We want to have a reproducible setup, so we don't want default channels,
# which may be different for different users. All required channels should
# be listed explicitly here.
- nodefaults
dependencies:
- python=3.10
- pip
- pandas
- pyro-ppl
- pytorch-gpu
- pytorch-lightning
- matplotlib
- torchmetrics
- click
- colorlog
- omegaconf
- rich
- hydra-core
- mlflow
- termcolor
- tqdm
- ipywidgets
- zstandard
# dev
- zsh
- tree
- htop
- make
- pytest
- hypothesis
- xdoctest
- dvc
- dvc-gs
- git
- gh
- pip:
- hydra-zen==0.11.0
## Non-standard section listing target platforms for conda-lock:
platforms:
- linux-64