{"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":21,"similar_ideas":[{"id":13821,"name":"AdaptiveMathTutor-Pro","grade":7.5,"category":"education"},{"id":17030,"name":"Personalized Learning Path AI","grade":7.5,"category":"education"},{"id":819,"name":"Personalized Learning Path Generator","grade":7.2,"category":null},{"id":5203,"name":"AI-Powered Curriculum Adaptor","grade":8.2,"category":"education"},{"id":790,"name":"Personalized AI Education Assistant","grade":7.8,"category":null}],"source_headline":"NumPath uses AI to adaptively select problems for students."}