Competitive Programming with AlphaCode - DeepMind's AI System for Code Generation

Competitive Programming with AlphaCode - DeepMind's AI System for Code Generation

Neurosymbolic Programming for Science via YouTube Direct link

Approach

4 of 11

4 of 11

Approach

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Competitive Programming with AlphaCode - DeepMind's AI System for Code Generation

Automatically move to the next video in the Classroom when playback concludes

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

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.