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Phyto Neural Architecture Search for Time Series Classification

Project description

Phyto-NAS-TSC

Neural Architecture Search for Time Series Classification

Installation

pip install phyto-nas-tsc

## Quickstart

```python
import numpy as np
from phyto_nas_tsc import fit

# Synthetic data
X = np.random.rand(100, 10, 1)  # 100 samples, 10 timesteps, 1 feature
y = np.eye(2)[np.random.randint(0, 2, 100)]  # Binary classification

# Run optimization
results = fit(X, y, generations=3, population_size=5)
print(f"Best Architecture: {results['architecture']}")

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