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Makefile
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install:
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pip install --upgrade pip &&\
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pip install -r requirements.txt
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format:
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black *.py
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train:
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python train.py
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eval:
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echo "## Model Metrics" > report.md
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cat ./Results/metrics.txt >> report.md
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echo '\n## Confusion Matrix Plot' >> report.md
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echo '![Confusion Matrix](./Results/model_results.png)' >> report.md
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cml comment create report.md
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update-branch:
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git config --global user.name $(USER_NAME)
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git config --global user.email $(USER_EMAIL)
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git commit -am "Update with new results"
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git push --force origin HEAD:update
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hf-login:
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pip install -U "huggingface_hub[cli]"
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git pull origin update
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git switch update
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huggingface-cli login --token $(HF) --add-to-git-credential
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push-hub:
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huggingface-cli upload kingabzpro/Drug-Classification ./App --repo-type=space --commit-message="Sync App files"
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huggingface-cli upload kingabzpro/Drug-Classification ./Model /Model --repo-type=space --commit-message="Sync Model"
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huggingface-cli upload kingabzpro/Drug-Classification ./Results /Metrics --repo-type=space --commit-message="Sync Model"
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deploy: hf-login push-hub
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all: install format train eval update-branch deploy
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