ml_pipeline/Makefile

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CONDA_ENV=ml_pipeline
.PHONY: help
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all: help
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run: ## run the pipeline (train)
python src/train.py \
debug=false
debug: ## run the pipeline (train) with debugging enabled
python src/train.py \
debug=true
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data: ## download the mnist data
wget https://pjreddie.com/media/files/mnist_train.csv -O data/mnist_train.csv
wget https://pjreddie.com/media/files/mnist_test.csv -O data/mnist_test.csv
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install: environment.yml ## import any changes to env.yml into conda env
conda env update -n ${CONDA_ENV} --file $^
env_export: ## export the conda envirnoment without package or name
conda env export | head -n -1 | tail -n +2 > $@
help: ## display this help message
@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-30s\033[0m %s\n", $$1, $$2}'
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