Master LeetCode Problems, Your Way 🚀
LeetPath is a personalized recommendation system for LeetCode users that analyzes user interactions, question similarity, and topic relevance to suggest the best questions for skill improvement. 📈
Features
Personalized Recommendations
LeetPath recommends LeetCode problems based on your past interactions, ensuring each recommendation is tailored to your current skill level.
Skill and Difficulty Matching
LeetPath considers the difficulty levels of problems you've solved, providing a balance of challenge and progression.
Continuous Learning
As you solve more problems, the system adapts and ensures the recommendations always reflect your evolving skills.
Graph-Based Approach
A graph-based recommendation engine connects questions dynamically, improving recommendations over time.
How It Works ✨
Graph-Based Engine
Questions are modeled as nodes in a graph structure, with relationships between them reflecting content similarity.
Topic Modeling
We identify latent topics to match questions to your specific skill gaps for improved relevance.
MRF Belief Propagation
We use belief propagation in Markov Random Fields to refine recommendations based on probabilities.