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  1. Update 1.0 : The app is now live here. Hello Codeforces, So, I got some requests to predict the future ratings from my fellow coders and I simply didn't ignore it. I have worked a way through which a user can get their future ratings predicted by a piece of code.

    • Overview
    • Codeforces-Future-Rating-Predictor

    The working of this model will be updated here, in markdown, the work is in progress. Till then you can enjoy the app.

    Link to Web App: https://cffrpredict.netlify.app/

    Currently, it works on a statistical approach with a few randomisation techniques and outlier management technique. A modified form of K-means clustering has been used to detect the upper bound of rating and a free-form mean is used to get the lower bound of the rating.

    Currently just two clusters are used and the data is modified based on medians and random seeds. The actual rating prediction mechanism is based on the values provided by the seeds.

    K-Means employed rating is given at least 2x more preference than the normal mean employed rating, and the final rating is calculated.

    Currently, the model needs the following input from the user:

    •max_rating

    •current_rating

  2. This extension predicts rating changes for Codeforces. It shows approximate deltas during and after the contest. A huge number of your nerve cells die every time when you wait for a rating...

  3. It partly modifies the contest standings page and shows approximate rating changes for every contestant. It is available for three browsers: Extension in work: Also you could find more detailed information (seed, rank, expected delta, etc.) here.

  4. This project uses an ensemble regressor trained on 20 million codeforces submissions to predict future rating changes based on past user behavior, and recommends problems on Codeforces for users to solve.

  5. Enter your max and current ratings. Enter deltas from past 3 rounds. Enter your lucky number.

  6. People also ask

  7. Predict your future ratings from your past performance. - luctivud/Codeforces-Future-Rating-Predictor