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* ci: add pipeline * ci: use conda-incubator/setup-miniconda@v3 * ci: misspelling * ci: fix path * ci: fix working-directory * ci: fix compress downloads to fit ci server * ci: use the shell bash -el * ci: fix work dir * ci: only load data and train toxsmi, skip rest
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name: Make sure env is installable and models runnable | ||
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on: | ||
push: | ||
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jobs: | ||
build: | ||
runs-on: ubuntu-latest | ||
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defaults: | ||
run: | ||
shell: bash -el {0} | ||
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steps: | ||
- uses: actions/checkout@v4 | ||
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- name: Clone GT4SD | ||
run: | | ||
git clone https://github.com/GT4SD/gt4sd-core.git | ||
- uses: conda-incubator/setup-miniconda@v3 | ||
with: | ||
activate-environment: gt4sd | ||
environment-file: gt4sd-core/conda_cpu_linux.yml | ||
python-version: 3.8 | ||
auto-activate-base: false | ||
use-only-tar-bz2: true | ||
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- name: Install dependencies | ||
run: | | ||
conda activate gt4sd | ||
pip install torch==1.12.1+cpu torchvision==0.13.1+cpu torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cpu | ||
pip install gt4sd | ||
pip uninstall --yes toxsmi && pip install toxsmi | ||
- name: Load datasets | ||
run: | | ||
conda activate gt4sd | ||
mkdir data | ||
python scripts/load_data.py \ | ||
--uniprot P05067 \ | ||
--affinity_type IC50 \ | ||
--affinity_cutoff 10000 \ | ||
--output_dir data/ \ | ||
--train_size 0.8 \ | ||
--binary_labels | ||
- name: Train toxsmi model | ||
run: | | ||
conda activate gt4sd | ||
python scripts/train_toxsmi.py \ | ||
--train data/train.csv \ | ||
--test data/valid.csv \ | ||
--smi data/mols.smi \ | ||
--language tokenizer \ | ||
--params config/toxsmi_conf.json \ | ||
--model models \ | ||
--name toxsmi_model |