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🇧🇬 Bulgaria team selection 2025, IOAI Team Selection
Embedding Compression for Clustering
Reduce sentence embeddings to 32 dimensions so that their k-means cluster structure is preserved.
- Statement
- Bulgarian · Read it in English (Google Translate)
- To hand in
- A notebook
- Data size
- 0.42 MB
- Data type
- 📝 Text
- Estimated difficulty
- ★☆☆☆☆
- Solution
- See a solution ↗ · best opened after you have tried
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›How to tackle it
- Read the statement. What to hand in, the metric that scores you, the time and hardware limits.
- Explore the data. Size, format, missing values, how the labels are spread.
- Score yourself first. Keep part of the training data aside to measure your work before submitting.
- Start simple, then improve. A first solution that works end to end, then one change at a time.
- Compare with a solution. Once you have searched, open it and see what you would have done differently.
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