File size: 981 Bytes
6afd6aa fc2b698 6afd6aa fc2b698 6afd6aa fc2b698 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | ---
pretty_name: Code Time Complexity Tasks
configs:
- config_name: code_from_tc_mcq
data_files:
- split: train
path: data/code_from_tc_mcq.parquet
- config_name: code_to_tc_mcq
data_files:
- split: train
path: data/code_to_tc_mcq.parquet
- config_name: tc_direct
data_files:
- split: train
path: data/tc_direct.parquet
- config_name: all
data_files:
- split: train
path: data/*.parquet
size_categories:
- 100K<n<1M
---
## 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)| |