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CLRS-Text-test

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metadata
dataset_info:
  features:
    - name: question
      dtype: string
    - name: answer
      dtype: string
    - name: algo_name
      dtype: string
    - name: length
      dtype: int64
  splits:
    - name: test_1
      num_bytes: 183920334
      num_examples: 100400
    - name: test_2
      num_bytes: 185222175
      num_examples: 100600
    - name: test_3
      num_bytes: 184881343
      num_examples: 100600
    - name: test_4
      num_bytes: 186159042
      num_examples: 100800
    - name: test_5
      num_bytes: 183726177
      num_examples: 100400
  download_size: 219757341
  dataset_size: 923909071
configs:
  - config_name: default
    data_files:
      - split: test_1
        path: data/test_1-*
      - split: test_2
        path: data/test_2-*
      - split: test_3
        path: data/test_3-*
      - split: test_4
        path: data/test_4-*
      - split: test_5
        path: data/test_5-*
license: apache-2.0
language:
  - en
pretty_name: CLRS Text Testing Datasets
size_categories:
  - 100K<n<1M

CLRS Text Testing Datasets

Dataset containing 5 different test splits for the CLRS-30 Algorithms, each split is generated with a different random seed using our GitHub code. The full list of 30 algorithms and lengths included in each split is available here.

The full paper available on ArXiv

Licensing Information

We are releasing this dataset under the terms of Apache-2.0.

Bibtex

If you use our dataset, please cite us:

@article{markeeva2024clrs,
  title={The CLRS-Text Algorithmic Reasoning Language Benchmark},
  author={Markeeva, Larisa and McLeish, Sean and Ibarz, Borja and Bounsi, Wilfried and Kozlova, Olga and Vitvitskyi, Alex and Blundell, Charles and Goldstein, Tom and Schwarzschild, Avi and Veli{\v{c}}kovi{\'c}, Petar},
  journal={arXiv preprint arXiv:2406.04229},
  year={2024}
}

Full List of Algorithms

  • activity_selector
  • articulation_points
  • bellman_ford
  • bfs
  • binary_search
  • bridges
  • bubble_sort
  • dag_shortest_paths
  • dfs
  • dijkstra
  • find_maximum_subarray_kadane
  • floyd_warshall
  • graham_scan
  • heapsort
  • insertion_sort
  • jarvis_march
  • kmp_matcher
  • lcs_length
  • matrix_chain_order
  • minimum
  • mst_kruskal
  • mst_prim
  • naive_string_matcher
  • optimal_bst
  • quickselect
  • quicksort
  • segments_intersect
  • strongly_connected_components
  • task_scheduling
  • topological_sort