Learn Engine

Paste a sequence of right/wrong answers. Detect the learning phase — are they memorizing, transitioning, or understanding?

PASTE RESPONSES (0=wrong, 1=correct — in order)

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Paste 0s and 1s and press Run.

Everything is free. If this helped → support GUMP

FOUR PHASES

LEARNING — accuracy below 50%. MEMORIZING — 50-80%, pattern recognition. TRANSITIONING — above 80% and still improving. UNDERSTANDING — above 80% and stable. K measures consistency.

INSTALL

pip install begump
from gump.learnengine import detect_phase

phase = detect_phase([0,0,1,0,1,1,1,1,1])
print(phase)

Your data stays on your machine.

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