Rating Forecast | Recommendation

Правка en1, от aryan_satija_1111, 2024-06-05 09:47:42

Hey guys.... I have recently been working on a project that I believe will be a valuable tool for anyone looking to sharpen their coding skills.

Highlights:

Similar Question Recommendations: The AI model can recommend similar questions from LeetCode and other platforms, helping users to practice and master specific concepts more efficiently. I found a dataset on kaggle containing necessary details of over 1800 leetcode problems. I then performed text vectorization and used cosine similarity to find similarity between the question.

However this resulted the model to recommend problems having similar content rather than similar concept. I have planned to add more weights to the question tags while performing text vectorization.

Future Contest Rating Predictions: The AI model can also predict future LeetCode contest ratings. I have implemented time series analysis to implement this. Please note: Users must have participated in atleast 10 contests to use this feature.

I used leetcode api to extract contest participation details of various leetcode users and filtered the result and then used some python module to link to excel file ( forgot the name of the module :/ ).

Recommendation Feature: https://leetassist.vercel.app/recommend Rating Forecast: https://leetassist.vercel.app/rating Github Repository (Please Give it a star if you liked the concept :D ) : https://github.com/Aryan-Satija/LeetAssist

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en1 Английский aryan_satija_1111 2024-06-05 09:47:42 1489 Initial revision (published)