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Rhythm Game Score Estimation through Simple Embedding Optimization

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☄️ opal-v2

opal-v2 is another accuracy-prediction model.

It's an improvement over the previous opal, which used a heavier algorithm, thus slower and larger model.

The clearest difference you can see is the fact that opal v2 offers a more explainable approach to skill/rating estimation while opal v1, because of its internal complexity, requires a lot of black-box testing to achieve this.

The details of implementation of this model is mostly in my blog post: opal v2: Explainable Map and Player Embedding Optimation with Guided Constraints

🧠 AlphaOsu!

As usual, opal doesn't provide recommendations, however, you can try out AlphaOsu!.

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