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Welcome to PyCIL, perhaps the toolbox for class-incremental learning with the most implemented methods. This is the code repository for "PyCIL: A Python Toolbox for Class-Incremental Learning" [paper] ...
• Real-world impact: Student progressed from avoiding text to independently reading menus, road signs, and full-length novels • Dyslexia relevance: Demonstrates potential for measurable reading ...
• Scientific basis: Results align with experience-dependent neuroplasticity—the brain’s ability to build skills through structured experience • Real-world impact: Student progressed from avoiding text ...
Documented results show measurable reading gains when instruction follows the brain’s developmental sequence—challenging common assumptions about dyslexia ...