Welcome to EarlyStopping’s documentation!#
EarlyStopping is a Python library.
- Installation
- L2-boosting for high-dimensional linear models
- Landweber iteration
- Conjugate gradients for the normal equation
ConjugateGradients
ConjugateGradients.iterate()
ConjugateGradients.discrepancy_stop()
ConjugateGradients.gather_all()
ConjugateGradients.calculate_interpolated_residual()
ConjugateGradients.calculate_interpolated_strong_empirical_error()
ConjugateGradients.calculate_interpolated_weak_empirical_error()
ConjugateGradients.calculate_empirical_oracles()
- Truncated SVD estimation
- Examples