Update files from the datasets library (from 1.3.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.3.0
README.md
ADDED
@@ -0,0 +1,219 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
---
|
3 |
+
|
4 |
+
# Dataset Card for "math_dataset"
|
5 |
+
|
6 |
+
## Table of Contents
|
7 |
+
- [Dataset Description](#dataset-description)
|
8 |
+
- [Dataset Summary](#dataset-summary)
|
9 |
+
- [Supported Tasks](#supported-tasks)
|
10 |
+
- [Languages](#languages)
|
11 |
+
- [Dataset Structure](#dataset-structure)
|
12 |
+
- [Data Instances](#data-instances)
|
13 |
+
- [Data Fields](#data-fields)
|
14 |
+
- [Data Splits Sample Size](#data-splits-sample-size)
|
15 |
+
- [Dataset Creation](#dataset-creation)
|
16 |
+
- [Curation Rationale](#curation-rationale)
|
17 |
+
- [Source Data](#source-data)
|
18 |
+
- [Annotations](#annotations)
|
19 |
+
- [Personal and Sensitive Information](#personal-and-sensitive-information)
|
20 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
|
21 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
|
22 |
+
- [Discussion of Biases](#discussion-of-biases)
|
23 |
+
- [Other Known Limitations](#other-known-limitations)
|
24 |
+
- [Additional Information](#additional-information)
|
25 |
+
- [Dataset Curators](#dataset-curators)
|
26 |
+
- [Licensing Information](#licensing-information)
|
27 |
+
- [Citation Information](#citation-information)
|
28 |
+
- [Contributions](#contributions)
|
29 |
+
|
30 |
+
## [Dataset Description](#dataset-description)
|
31 |
+
|
32 |
+
- **Homepage:** [https://github.com/deepmind/mathematics_dataset](https://github.com/deepmind/mathematics_dataset)
|
33 |
+
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
34 |
+
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
35 |
+
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
36 |
+
- **Size of downloaded dataset files:** 124600.07 MB
|
37 |
+
- **Size of the generated dataset:** 8656.79 MB
|
38 |
+
- **Total amount of disk used:** 133256.87 MB
|
39 |
+
|
40 |
+
### [Dataset Summary](#dataset-summary)
|
41 |
+
|
42 |
+
Mathematics database.
|
43 |
+
|
44 |
+
This dataset code generates mathematical question and answer pairs,
|
45 |
+
from a range of question types at roughly school-level difficulty.
|
46 |
+
This is designed to test the mathematical learning and algebraic
|
47 |
+
reasoning skills of learning models.
|
48 |
+
|
49 |
+
Original paper: Analysing Mathematical Reasoning Abilities of Neural Models
|
50 |
+
(Saxton, Grefenstette, Hill, Kohli).
|
51 |
+
|
52 |
+
Example usage:
|
53 |
+
train_examples, val_examples = datasets.load_dataset(
|
54 |
+
'math_dataset/arithmetic__mul',
|
55 |
+
split=['train', 'test'],
|
56 |
+
as_supervised=True)
|
57 |
+
|
58 |
+
### [Supported Tasks](#supported-tasks)
|
59 |
+
|
60 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
61 |
+
|
62 |
+
### [Languages](#languages)
|
63 |
+
|
64 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
65 |
+
|
66 |
+
## [Dataset Structure](#dataset-structure)
|
67 |
+
|
68 |
+
We show detailed information for up to 5 configurations of the dataset.
|
69 |
+
|
70 |
+
### [Data Instances](#data-instances)
|
71 |
+
|
72 |
+
#### algebra__linear_1d
|
73 |
+
|
74 |
+
- **Size of downloaded dataset files:** 2225.00 MB
|
75 |
+
- **Size of the generated dataset:** 88.31 MB
|
76 |
+
- **Total amount of disk used:** 2313.31 MB
|
77 |
+
|
78 |
+
An example of 'train' looks as follows.
|
79 |
+
```
|
80 |
+
|
81 |
+
```
|
82 |
+
|
83 |
+
#### algebra__linear_1d_composed
|
84 |
+
|
85 |
+
- **Size of downloaded dataset files:** 2225.00 MB
|
86 |
+
- **Size of the generated dataset:** 191.29 MB
|
87 |
+
- **Total amount of disk used:** 2416.29 MB
|
88 |
+
|
89 |
+
An example of 'train' looks as follows.
|
90 |
+
```
|
91 |
+
|
92 |
+
```
|
93 |
+
|
94 |
+
#### algebra__linear_2d
|
95 |
+
|
96 |
+
- **Size of downloaded dataset files:** 2225.00 MB
|
97 |
+
- **Size of the generated dataset:** 121.51 MB
|
98 |
+
- **Total amount of disk used:** 2346.51 MB
|
99 |
+
|
100 |
+
An example of 'train' looks as follows.
|
101 |
+
```
|
102 |
+
|
103 |
+
```
|
104 |
+
|
105 |
+
#### algebra__linear_2d_composed
|
106 |
+
|
107 |
+
- **Size of downloaded dataset files:** 2225.00 MB
|
108 |
+
- **Size of the generated dataset:** 224.68 MB
|
109 |
+
- **Total amount of disk used:** 2449.68 MB
|
110 |
+
|
111 |
+
An example of 'train' looks as follows.
|
112 |
+
```
|
113 |
+
|
114 |
+
```
|
115 |
+
|
116 |
+
#### algebra__polynomial_roots
|
117 |
+
|
118 |
+
- **Size of downloaded dataset files:** 2225.00 MB
|
119 |
+
- **Size of the generated dataset:** 156.41 MB
|
120 |
+
- **Total amount of disk used:** 2381.41 MB
|
121 |
+
|
122 |
+
An example of 'train' looks as follows.
|
123 |
+
```
|
124 |
+
|
125 |
+
```
|
126 |
+
|
127 |
+
### [Data Fields](#data-fields)
|
128 |
+
|
129 |
+
The data fields are the same among all splits.
|
130 |
+
|
131 |
+
#### algebra__linear_1d
|
132 |
+
- `question`: a `string` feature.
|
133 |
+
- `answer`: a `string` feature.
|
134 |
+
|
135 |
+
#### algebra__linear_1d_composed
|
136 |
+
- `question`: a `string` feature.
|
137 |
+
- `answer`: a `string` feature.
|
138 |
+
|
139 |
+
#### algebra__linear_2d
|
140 |
+
- `question`: a `string` feature.
|
141 |
+
- `answer`: a `string` feature.
|
142 |
+
|
143 |
+
#### algebra__linear_2d_composed
|
144 |
+
- `question`: a `string` feature.
|
145 |
+
- `answer`: a `string` feature.
|
146 |
+
|
147 |
+
#### algebra__polynomial_roots
|
148 |
+
- `question`: a `string` feature.
|
149 |
+
- `answer`: a `string` feature.
|
150 |
+
|
151 |
+
### [Data Splits Sample Size](#data-splits-sample-size)
|
152 |
+
|
153 |
+
| name | train |test |
|
154 |
+
|---------------------------|------:|----:|
|
155 |
+
|algebra__linear_1d |1999998|10000|
|
156 |
+
|algebra__linear_1d_composed|1999998|10000|
|
157 |
+
|algebra__linear_2d |1999998|10000|
|
158 |
+
|algebra__linear_2d_composed|1999998|10000|
|
159 |
+
|algebra__polynomial_roots |1999998|10000|
|
160 |
+
|
161 |
+
## [Dataset Creation](#dataset-creation)
|
162 |
+
|
163 |
+
### [Curation Rationale](#curation-rationale)
|
164 |
+
|
165 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
166 |
+
|
167 |
+
### [Source Data](#source-data)
|
168 |
+
|
169 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
170 |
+
|
171 |
+
### [Annotations](#annotations)
|
172 |
+
|
173 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
174 |
+
|
175 |
+
### [Personal and Sensitive Information](#personal-and-sensitive-information)
|
176 |
+
|
177 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
178 |
+
|
179 |
+
## [Considerations for Using the Data](#considerations-for-using-the-data)
|
180 |
+
|
181 |
+
### [Social Impact of Dataset](#social-impact-of-dataset)
|
182 |
+
|
183 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
184 |
+
|
185 |
+
### [Discussion of Biases](#discussion-of-biases)
|
186 |
+
|
187 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
188 |
+
|
189 |
+
### [Other Known Limitations](#other-known-limitations)
|
190 |
+
|
191 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
192 |
+
|
193 |
+
## [Additional Information](#additional-information)
|
194 |
+
|
195 |
+
### [Dataset Curators](#dataset-curators)
|
196 |
+
|
197 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
198 |
+
|
199 |
+
### [Licensing Information](#licensing-information)
|
200 |
+
|
201 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
|
202 |
+
|
203 |
+
### [Citation Information](#citation-information)
|
204 |
+
|
205 |
+
```
|
206 |
+
|
207 |
+
@article{2019arXiv,
|
208 |
+
author = {Saxton, Grefenstette, Hill, Kohli},
|
209 |
+
title = {Analysing Mathematical Reasoning Abilities of Neural Models},
|
210 |
+
year = {2019},
|
211 |
+
journal = {arXiv:1904.01557}
|
212 |
+
}
|
213 |
+
|
214 |
+
```
|
215 |
+
|
216 |
+
|
217 |
+
### Contributions
|
218 |
+
|
219 |
+
Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun), [@thomwolf](https://github.com/thomwolf) for adding this dataset.
|