{"id":13825,"name":"NumPath Adaptive Tutor API","purpose":"An API that replicates the adaptive problem selection engine from NumPath, using Bayesian Knowledge Tracing (BKT) to personalize learning paths for students with dyscalculia. It will provide a flexible and scalable solution for educational platforms to implement adaptive learning algorithms.","profitable":1,"date_generated":"Thursday May 2026 07:29","reference":"numpath-adaptive-api","technology_advise":["Python","Medium"],"development_time_estimation_mvp_in_hours":160,"grade":6.9,"category":"education","view_count":33,"similar_ideas":[],"source_headline":"NumPath uses AI to adaptively select problems for students."}