| --- |
| 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](https://github.com/google-deepmind/clrs/tree/master/clrs/_src/clrs_text). |
| The full list of the 30 algorithms and lengths included is available [here](https://github.com/google-deepmind/clrs/blob/master/clrs/_src/clrs_text/generate_clrs_text.py#L53). |
|
|
| The full paper available on [ArXiv](https://arxiv.org/abs/2406.04229) |
|
|
| ### Licensing Information |
|
|
| We are releasing this dataset under the terms of [Apache-2.0](https://choosealicense.com/licenses/apache-2.0/). |
|
|
| ## Bibtex |
|
|
| If you use our dataset, please cite us: |
| ```bibtex |
| @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 |
