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Why competitive programming and code generation?
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Classroom Contents
Competitive Programming with AlphaCode - DeepMind's AI System for Code Generation
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- 1 Intro
- 2 Competitive programming D.Backspace
- 3 Evaluation on Codeforces
- 4 Approach
- 5 Improving sample diversity with metadata conditioning
- 6 Filtering with example tests
- 7 Sample picking with clustering
- 8 Analysis of the model's capabilities and limitations
- 9 Model reacts properly to changes in description & meta-data
- 10 Takeaways for neurosymbolic programming
- 11 Why competitive programming and code generation?
