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Code Time Complexity prediction
Sourced from BigOBench, using a subset of the N-most commonly occuring time complexities in the dataset
Three tasks:
- tc_direct: Directly predict the time complexity as O(X) given the code
- code_to_tc_mcq: Select the correct time complexity from four options, given the code
- code_from_tc_mcq: Given a time complexity, select the code with that time complexity from four options.
| Complexity |
|---|
| O(1) |
| O(logn) |
| O(n) |
| O(n+m) |
| O(nlogn) |
| O(nlogn+m) |
| O(n+mlogm) |
| O(n*m) |
| O(n**2) |
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