metadata

language:
  - en
license: apache-2.0
size_categories:
  - 1M<n<10M
pretty_name: CLRS Text Training Datasets
dataset_info:
  features:
    - name: question
      dtype: string
    - name: answer
      dtype: string
    - name: algo_name
      dtype: string
  splits:
    - name: train
      num_bytes: 2150691651
      num_examples: 2150000
  download_size: 531486090
  dataset_size: 2150691651
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

CLRS Text Training Datasets

A dataset containing the training data for CLRS-30 Text, generated using our GitHub code. The full list of the 30 algorithms and lengths included 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