--- language: - en paperswithcode_id: mathematics pretty_name: Mathematics Dataset dataset_info: - config_name: algebra__linear_1d features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 111336065 num_examples: 1999998 - name: test num_bytes: 612647 num_examples: 10000 download_size: 54228938 dataset_size: 111948712 - config_name: algebra__linear_1d_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 218816746 num_examples: 1999998 - name: test num_bytes: 1114332 num_examples: 10000 download_size: 117621982 dataset_size: 219931078 - config_name: algebra__linear_2d features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 145993346 num_examples: 1999998 - name: test num_bytes: 762337 num_examples: 10000 download_size: 73049076 dataset_size: 146755683 - config_name: algebra__linear_2d_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 253655705 num_examples: 1999998 - name: test num_bytes: 1280906 num_examples: 10000 download_size: 139962852 dataset_size: 254936611 - config_name: algebra__polynomial_roots features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 182384019 num_examples: 1999998 - name: test num_bytes: 964872 num_examples: 10000 download_size: 110695774 dataset_size: 183348891 - config_name: algebra__polynomial_roots_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 270685132 num_examples: 1999998 - name: test num_bytes: 1377563 num_examples: 10000 download_size: 147819945 dataset_size: 272062695 - config_name: algebra__sequence_next_term features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 157985014 num_examples: 1999998 - name: test num_bytes: 848701 num_examples: 10000 download_size: 84899939 dataset_size: 158833715 - config_name: algebra__sequence_nth_term features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 195195463 num_examples: 1999998 - name: test num_bytes: 1044006 num_examples: 10000 download_size: 105547176 dataset_size: 196239469 - config_name: arithmetic__add_or_sub features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 108940176 num_examples: 1999998 - name: test num_bytes: 579967 num_examples: 10000 download_size: 66361326 dataset_size: 109520143 - config_name: arithmetic__add_or_sub_in_base features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 113028957 num_examples: 1999998 - name: test num_bytes: 598463 num_examples: 10000 download_size: 51312036 dataset_size: 113627420 - config_name: arithmetic__add_sub_multiple features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 110212602 num_examples: 1999998 - name: test num_bytes: 594663 num_examples: 10000 download_size: 44367994 dataset_size: 110807265 - config_name: arithmetic__div features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 97667728 num_examples: 1999998 - name: test num_bytes: 517762 num_examples: 10000 download_size: 48655111 dataset_size: 98185490 - config_name: arithmetic__mixed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 113238829 num_examples: 1999998 - name: test num_bytes: 609606 num_examples: 10000 download_size: 55911872 dataset_size: 113848435 - config_name: arithmetic__mul features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 92748913 num_examples: 1999998 - name: test num_bytes: 490246 num_examples: 10000 download_size: 51798371 dataset_size: 93239159 - config_name: arithmetic__mul_div_multiple features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 110656509 num_examples: 1999998 - name: test num_bytes: 593550 num_examples: 10000 download_size: 53261162 dataset_size: 111250059 - config_name: arithmetic__nearest_integer_root features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 157021057 num_examples: 1999998 - name: test num_bytes: 801872 num_examples: 10000 download_size: 40491075 dataset_size: 157822929 - config_name: arithmetic__simplify_surd features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 227003610 num_examples: 1999998 - name: test num_bytes: 1357995 num_examples: 10000 download_size: 98943740 dataset_size: 228361605 - config_name: calculus__differentiate features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 218263813 num_examples: 1999998 - name: test num_bytes: 1122189 num_examples: 10000 download_size: 115531709 dataset_size: 219386002 - config_name: calculus__differentiate_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 283007390 num_examples: 1999998 - name: test num_bytes: 1439658 num_examples: 10000 download_size: 139754587 dataset_size: 284447048 - config_name: comparison__closest features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 151524642 num_examples: 1999998 - name: test num_bytes: 777471 num_examples: 10000 download_size: 55108005 dataset_size: 152302113 - config_name: comparison__closest_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 229907972 num_examples: 1999998 - name: test num_bytes: 1167331 num_examples: 10000 download_size: 111002761 dataset_size: 231075303 - config_name: comparison__kth_biggest features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 168327283 num_examples: 1999998 - name: test num_bytes: 893427 num_examples: 10000 download_size: 61042725 dataset_size: 169220710 - config_name: comparison__kth_biggest_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 240797352 num_examples: 1999998 - name: test num_bytes: 1240798 num_examples: 10000 download_size: 112100311 dataset_size: 242038150 - config_name: comparison__pair features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 104957363 num_examples: 1999998 - name: test num_bytes: 548770 num_examples: 10000 download_size: 46891543 dataset_size: 105506133 - config_name: comparison__pair_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 203952818 num_examples: 1999998 - name: test num_bytes: 1042429 num_examples: 10000 download_size: 108232924 dataset_size: 204995247 - config_name: comparison__sort features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 151002525 num_examples: 1999998 - name: test num_bytes: 808740 num_examples: 10000 download_size: 70905412 dataset_size: 151811265 - config_name: comparison__sort_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 233121716 num_examples: 1999998 - name: test num_bytes: 1210499 num_examples: 10000 download_size: 127566659 dataset_size: 234332215 - config_name: measurement__conversion features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 137900672 num_examples: 1999998 - name: test num_bytes: 689146 num_examples: 10000 download_size: 57174911 dataset_size: 138589818 - config_name: measurement__time features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 136212419 num_examples: 1999998 - name: test num_bytes: 680520 num_examples: 10000 download_size: 40987781 dataset_size: 136892939 - config_name: numbers__base_conversion features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 109613153 num_examples: 1999998 - name: test num_bytes: 587123 num_examples: 10000 download_size: 45689320 dataset_size: 110200276 - config_name: numbers__div_remainder features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 144296032 num_examples: 1999998 - name: test num_bytes: 740765 num_examples: 10000 download_size: 38081777 dataset_size: 145036797 - config_name: numbers__div_remainder_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 245591690 num_examples: 1999998 - name: test num_bytes: 1247589 num_examples: 10000 download_size: 103918515 dataset_size: 246839279 - config_name: numbers__gcd features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 147164709 num_examples: 1999998 - name: test num_bytes: 755734 num_examples: 10000 download_size: 43477107 dataset_size: 147920443 - config_name: numbers__gcd_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 256784009 num_examples: 1999998 - name: test num_bytes: 1303047 num_examples: 10000 download_size: 112425865 dataset_size: 258087056 - config_name: numbers__is_factor features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 95125808 num_examples: 1999998 - name: test num_bytes: 492371 num_examples: 10000 download_size: 31548143 dataset_size: 95618179 - config_name: numbers__is_factor_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 204619662 num_examples: 1999998 - name: test num_bytes: 1046070 num_examples: 10000 download_size: 102307553 dataset_size: 205665732 - config_name: numbers__is_prime features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 93233459 num_examples: 1999998 - name: test num_bytes: 481991 num_examples: 10000 download_size: 28279776 dataset_size: 93715450 - config_name: numbers__is_prime_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 204058303 num_examples: 1999998 - name: test num_bytes: 1044130 num_examples: 10000 download_size: 100638499 dataset_size: 205102433 - config_name: numbers__lcm features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 156075870 num_examples: 1999998 - name: test num_bytes: 814220 num_examples: 10000 download_size: 59967383 dataset_size: 156890090 - config_name: numbers__lcm_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 240398488 num_examples: 1999998 - name: test num_bytes: 1223986 num_examples: 10000 download_size: 112579287 dataset_size: 241622474 - config_name: numbers__list_prime_factors features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 129232636 num_examples: 1999998 - name: test num_bytes: 681991 num_examples: 10000 download_size: 46310476 dataset_size: 129914627 - config_name: numbers__list_prime_factors_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 224629333 num_examples: 1999998 - name: test num_bytes: 1149752 num_examples: 10000 download_size: 103410854 dataset_size: 225779085 - config_name: numbers__place_value features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 114429911 num_examples: 1999998 - name: test num_bytes: 593219 num_examples: 10000 download_size: 28398829 dataset_size: 115023130 - config_name: numbers__place_value_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 216437738 num_examples: 1999998 - name: test num_bytes: 1107372 num_examples: 10000 download_size: 99496974 dataset_size: 217545110 - config_name: numbers__round_number features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 130722303 num_examples: 1999998 - name: test num_bytes: 666878 num_examples: 10000 download_size: 54478618 dataset_size: 131389181 - config_name: numbers__round_number_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 220307103 num_examples: 1999998 - name: test num_bytes: 1112996 num_examples: 10000 download_size: 109792597 dataset_size: 221420099 - config_name: polynomials__add features: - name: question dtype: string - name: answer dtype: string splits: - name: train num_bytes: 276825912 num_examples: 1999998 - name: test num_bytes: 1404697 num_examples: 10000 download_size: 156038251 dataset_size: 278230609 - config_name: polynomials__coefficient_named features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 1137226 num_examples: 10000 - name: train num_bytes: 219716251 num_examples: 1999998 download_size: 2333082954 dataset_size: 220853477 - config_name: polynomials__collect features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 774709 num_examples: 10000 - name: train num_bytes: 143743260 num_examples: 1999998 download_size: 2333082954 dataset_size: 144517969 - config_name: polynomials__compose features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 1209763 num_examples: 10000 - name: train num_bytes: 233651887 num_examples: 1999998 download_size: 2333082954 dataset_size: 234861650 - config_name: polynomials__evaluate features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 599446 num_examples: 10000 - name: train num_bytes: 114538250 num_examples: 1999998 download_size: 2333082954 dataset_size: 115137696 - config_name: polynomials__evaluate_composed features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 1148362 num_examples: 10000 - name: train num_bytes: 226022455 num_examples: 1999998 download_size: 2333082954 dataset_size: 227170817 - config_name: polynomials__expand features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 1057353 num_examples: 10000 - name: train num_bytes: 202338235 num_examples: 1999998 download_size: 2333082954 dataset_size: 203395588 - config_name: polynomials__simplify_power features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 1248040 num_examples: 10000 - name: train num_bytes: 216407582 num_examples: 1999998 download_size: 2333082954 dataset_size: 217655622 - config_name: probability__swr_p_level_set features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 1159050 num_examples: 10000 - name: train num_bytes: 227540179 num_examples: 1999998 download_size: 2333082954 dataset_size: 228699229 - config_name: probability__swr_p_sequence features: - name: question dtype: string - name: answer dtype: string splits: - name: test num_bytes: 1097442 num_examples: 10000 - name: train num_bytes: 215865725 num_examples: 1999998 download_size: 2333082954 dataset_size: 216963167 configs: - config_name: algebra__linear_1d data_files: - split: train path: algebra__linear_1d/train-* - split: test path: algebra__linear_1d/test-* - config_name: algebra__linear_1d_composed data_files: - split: train path: algebra__linear_1d_composed/train-* - split: test path: algebra__linear_1d_composed/test-* - config_name: algebra__linear_2d data_files: - split: train path: algebra__linear_2d/train-* - split: test path: algebra__linear_2d/test-* - config_name: algebra__linear_2d_composed data_files: - split: train path: algebra__linear_2d_composed/train-* - split: test path: algebra__linear_2d_composed/test-* - config_name: algebra__polynomial_roots data_files: - split: train path: algebra__polynomial_roots/train-* - split: test path: algebra__polynomial_roots/test-* - config_name: algebra__polynomial_roots_composed data_files: - split: train path: algebra__polynomial_roots_composed/train-* - split: test path: algebra__polynomial_roots_composed/test-* - config_name: algebra__sequence_next_term data_files: - split: train path: algebra__sequence_next_term/train-* - split: test path: algebra__sequence_next_term/test-* - config_name: algebra__sequence_nth_term data_files: - split: train path: algebra__sequence_nth_term/train-* - split: test path: algebra__sequence_nth_term/test-* - config_name: arithmetic__add_or_sub data_files: - split: train path: arithmetic__add_or_sub/train-* - split: test path: arithmetic__add_or_sub/test-* - config_name: arithmetic__add_or_sub_in_base data_files: - split: train path: arithmetic__add_or_sub_in_base/train-* - split: test path: arithmetic__add_or_sub_in_base/test-* - config_name: arithmetic__add_sub_multiple data_files: - split: train path: arithmetic__add_sub_multiple/train-* - split: test path: arithmetic__add_sub_multiple/test-* - config_name: arithmetic__div data_files: - split: train path: arithmetic__div/train-* - split: test path: arithmetic__div/test-* - config_name: arithmetic__mixed data_files: - split: train path: arithmetic__mixed/train-* - split: test path: arithmetic__mixed/test-* - config_name: arithmetic__mul data_files: - split: train path: arithmetic__mul/train-* - split: test path: arithmetic__mul/test-* - config_name: arithmetic__mul_div_multiple data_files: - split: train path: arithmetic__mul_div_multiple/train-* - split: test path: arithmetic__mul_div_multiple/test-* - config_name: arithmetic__nearest_integer_root data_files: - split: train path: arithmetic__nearest_integer_root/train-* - split: test path: arithmetic__nearest_integer_root/test-* - config_name: arithmetic__simplify_surd data_files: - split: train path: arithmetic__simplify_surd/train-* - split: test path: arithmetic__simplify_surd/test-* - config_name: calculus__differentiate data_files: - split: train path: calculus__differentiate/train-* - split: test path: calculus__differentiate/test-* - config_name: calculus__differentiate_composed data_files: - split: train path: calculus__differentiate_composed/train-* - split: test path: calculus__differentiate_composed/test-* - config_name: comparison__closest data_files: - split: train path: comparison__closest/train-* - split: test path: comparison__closest/test-* - config_name: comparison__closest_composed data_files: - split: train path: comparison__closest_composed/train-* - split: test path: comparison__closest_composed/test-* - config_name: comparison__kth_biggest data_files: - split: train path: comparison__kth_biggest/train-* - split: test path: comparison__kth_biggest/test-* - config_name: comparison__kth_biggest_composed data_files: - split: train path: comparison__kth_biggest_composed/train-* - split: test path: comparison__kth_biggest_composed/test-* - config_name: comparison__pair data_files: - split: train path: comparison__pair/train-* - split: test path: comparison__pair/test-* - config_name: comparison__pair_composed data_files: - split: train path: comparison__pair_composed/train-* - split: test path: comparison__pair_composed/test-* - config_name: comparison__sort data_files: - split: train path: comparison__sort/train-* - split: test path: comparison__sort/test-* - config_name: comparison__sort_composed data_files: - split: train path: comparison__sort_composed/train-* - split: test path: comparison__sort_composed/test-* - config_name: measurement__conversion data_files: - split: train path: measurement__conversion/train-* - split: test path: measurement__conversion/test-* - config_name: measurement__time data_files: - split: train path: measurement__time/train-* - split: test path: measurement__time/test-* - config_name: numbers__base_conversion data_files: - split: train path: numbers__base_conversion/train-* - split: test path: numbers__base_conversion/test-* - config_name: numbers__div_remainder data_files: - split: train path: numbers__div_remainder/train-* - split: test path: numbers__div_remainder/test-* - config_name: numbers__div_remainder_composed data_files: - split: train path: numbers__div_remainder_composed/train-* - split: test path: numbers__div_remainder_composed/test-* - config_name: numbers__gcd data_files: - split: train path: numbers__gcd/train-* - split: test path: numbers__gcd/test-* - config_name: numbers__gcd_composed data_files: - split: train path: numbers__gcd_composed/train-* - split: test path: numbers__gcd_composed/test-* - config_name: numbers__is_factor data_files: - split: train path: numbers__is_factor/train-* - split: test path: numbers__is_factor/test-* - config_name: numbers__is_factor_composed data_files: - split: train path: numbers__is_factor_composed/train-* - split: test path: numbers__is_factor_composed/test-* - config_name: numbers__is_prime data_files: - split: train path: numbers__is_prime/train-* - split: test path: numbers__is_prime/test-* - config_name: numbers__is_prime_composed data_files: - split: train path: numbers__is_prime_composed/train-* - split: test path: numbers__is_prime_composed/test-* - config_name: numbers__lcm data_files: - split: train path: numbers__lcm/train-* - split: test path: numbers__lcm/test-* - config_name: numbers__lcm_composed data_files: - split: train path: numbers__lcm_composed/train-* - split: test path: numbers__lcm_composed/test-* - config_name: numbers__list_prime_factors data_files: - split: train path: numbers__list_prime_factors/train-* - split: test path: numbers__list_prime_factors/test-* - config_name: numbers__list_prime_factors_composed data_files: - split: train path: numbers__list_prime_factors_composed/train-* - split: test path: numbers__list_prime_factors_composed/test-* - config_name: numbers__place_value data_files: - split: train path: numbers__place_value/train-* - split: test path: numbers__place_value/test-* - config_name: numbers__place_value_composed data_files: - split: train path: numbers__place_value_composed/train-* - split: test path: numbers__place_value_composed/test-* - config_name: numbers__round_number data_files: - split: train path: numbers__round_number/train-* - split: test path: numbers__round_number/test-* - config_name: numbers__round_number_composed data_files: - split: train path: numbers__round_number_composed/train-* - split: test path: numbers__round_number_composed/test-* - config_name: polynomials__add data_files: - split: train path: polynomials__add/train-* - split: test path: polynomials__add/test-* --- # Dataset Card for "math_dataset" ## Table of Contents - [Dataset Description](#dataset-description) - [Dataset Summary](#dataset-summary) - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) - [Languages](#languages) - [Dataset Structure](#dataset-structure) - [Data Instances](#data-instances) - [Data Fields](#data-fields) - [Data Splits](#data-splits) - [Dataset Creation](#dataset-creation) - [Curation Rationale](#curation-rationale) - [Source Data](#source-data) - [Annotations](#annotations) - [Personal and Sensitive Information](#personal-and-sensitive-information) - [Considerations for Using the Data](#considerations-for-using-the-data) - [Social Impact of Dataset](#social-impact-of-dataset) - [Discussion of Biases](#discussion-of-biases) - [Other Known Limitations](#other-known-limitations) - [Additional Information](#additional-information) - [Dataset Curators](#dataset-curators) - [Licensing Information](#licensing-information) - [Citation Information](#citation-information) - [Contributions](#contributions) ## Dataset Description - **Homepage:** [https://github.com/deepmind/mathematics_dataset](https://github.com/deepmind/mathematics_dataset) - **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) - **Size of downloaded dataset files:** 130.65 GB - **Size of the generated dataset:** 9.08 GB - **Total amount of disk used:** 139.73 GB ### Dataset Summary Mathematics database. This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty. This is designed to test the mathematical learning and algebraic reasoning skills of learning models. Original paper: Analysing Mathematical Reasoning Abilities of Neural Models (Saxton, Grefenstette, Hill, Kohli). Example usage: train_examples, val_examples = datasets.load_dataset( 'math_dataset/arithmetic__mul', split=['train', 'test'], as_supervised=True) ### Supported Tasks and Leaderboards [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Languages [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Dataset Structure ### Data Instances #### algebra__linear_1d - **Size of downloaded dataset files:** 2.33 GB - **Size of the generated dataset:** 92.60 MB - **Total amount of disk used:** 2.43 GB An example of 'train' looks as follows. ``` ``` #### algebra__linear_1d_composed - **Size of downloaded dataset files:** 2.33 GB - **Size of the generated dataset:** 200.58 MB - **Total amount of disk used:** 2.53 GB An example of 'train' looks as follows. ``` ``` #### algebra__linear_2d - **Size of downloaded dataset files:** 2.33 GB - **Size of the generated dataset:** 127.41 MB - **Total amount of disk used:** 2.46 GB An example of 'train' looks as follows. ``` ``` #### algebra__linear_2d_composed - **Size of downloaded dataset files:** 2.33 GB - **Size of the generated dataset:** 235.59 MB - **Total amount of disk used:** 2.57 GB An example of 'train' looks as follows. ``` ``` #### algebra__polynomial_roots - **Size of downloaded dataset files:** 2.33 GB - **Size of the generated dataset:** 164.01 MB - **Total amount of disk used:** 2.50 GB An example of 'train' looks as follows. ``` ``` ### Data Fields The data fields are the same among all splits. #### algebra__linear_1d - `question`: a `string` feature. - `answer`: a `string` feature. #### algebra__linear_1d_composed - `question`: a `string` feature. - `answer`: a `string` feature. #### algebra__linear_2d - `question`: a `string` feature. - `answer`: a `string` feature. #### algebra__linear_2d_composed - `question`: a `string` feature. - `answer`: a `string` feature. #### algebra__polynomial_roots - `question`: a `string` feature. - `answer`: a `string` feature. ### Data Splits | name | train |test | |---------------------------|------:|----:| |algebra__linear_1d |1999998|10000| |algebra__linear_1d_composed|1999998|10000| |algebra__linear_2d |1999998|10000| |algebra__linear_2d_composed|1999998|10000| |algebra__polynomial_roots |1999998|10000| ## Dataset Creation ### Curation Rationale [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Source Data #### Initial Data Collection and Normalization [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) #### Who are the source language producers? [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Annotations #### Annotation process [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) #### Who are the annotators? [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Personal and Sensitive Information [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Considerations for Using the Data ### Social Impact of Dataset [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Discussion of Biases [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Other Known Limitations [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ## Additional Information ### Dataset Curators [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Licensing Information [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) ### Citation Information ``` @article{2019arXiv, author = {Saxton, Grefenstette, Hill, Kohli}, title = {Analysing Mathematical Reasoning Abilities of Neural Models}, year = {2019}, journal = {arXiv:1904.01557} } ``` ### Contributions Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun), [@thomwolf](https://github.com/thomwolf) for adding this dataset.