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Configuration error
Configuration error
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from invoke import task
import preprocess
import train
import results
import predict
@task
def preprocess(ctx):
print("Running preprocess step...")
# Add invoke logic for preprocessing
preprocess.run_preprocessing()
@task
def train(ctx):
print("Running training step...")
# Add invoke logic for training
best_params = train.run_training(max_depth=10, min_samples_split=2)
print(f"Best Parameters: {best_params}")
analyze(ctx)
@task
def analyze(ctx):
print("Running analysis step...")
# Add invoke logic for result analysis
results.evaluate_results()
@task
def predict(ctx):
print("Running prediction step...")
# Add invoke logic for prediction
predict.run_prediction()
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