"""
K-FAC Memorization Suppression

Reproduction of "From Memorization to Reasoning in the Spectrum of Loss Curvature"
with modified importance formula testing.
"""

from .kfac_collector import KFACCollector
from .kfac_editor import KFACEditor
from .evaluate import (
    strict_accuracy,
    loose_accuracy,
    levenshtein_distance,
    memorization_score,
    perplexity,
)
from .mine_memorized import (
    sample_sequences,
    filter_memorized,
    mine_memorized_sequences,
)

__version__ = "0.1.0"
__all__ = [
    "KFACCollector",
    "KFACEditor",
    "strict_accuracy",
    "loose_accuracy",
    "levenshtein_distance",
    "memorization_score",
    "perplexity",
    "sample_sequences",
    "filter_memorized",
    "mine_memorized_sequences",
]