expr stringlengths 3 260 | val stringlengths 1 9 | category stringclasses 39
values | ops_used listlengths 1 13 |
|---|---|---|---|
(sqrt(log(abs((-44.6)/10)+0.1)))+(abs(2.4*(-17))) | 42 | +_d4 | [
"sqrt",
"log",
"abs",
"-",
"/",
"+",
"*"
] |
((abs(-9)+0.1)^1)+((-5)-((8+1)*(cos(42/9)))) | 4.5 | +_d5 | [
"abs",
"-",
"+",
"^",
"*",
"cos",
"/"
] |
((abs(-0.4)+0.1)^-2)+(sin(sqrt(abs(tan(sin(log(abs(-67)))))))) | 4.9 | +_d6 | [
"abs",
"-",
"+",
"^",
"sin",
"sqrt",
"tan",
"log"
] |
(-11.1)-(exp(cos(2.9/(-4)))) | -13.2 | -_d4 | [
"-",
"exp",
"cos",
"/"
] |
(abs((tan(sin(sqrt(17.3))))+((-9)+(-1))))-(((-20)-(sin(33-(-16))))+(-2)) | 32.2 | -_d5 | [
"abs",
"tan",
"sin",
"sqrt",
"+",
"-"
] |
((((tan(sin(33/(-10))))/(ln(sqrt(11))))/(sqrt(log(abs((-9)*3)+0.1))))^3)-(log(abs(0*(log(11^-2)))+0.1)) | 2.3 | -_d6 | [
"tan",
"sin",
"/",
"-",
"ln",
"sqrt",
"log",
"abs",
"*",
"+",
"^"
] |
(ln(sqrt(abs(-5))))*((sqrt(sqrt(27.3)))/(5-20)) | -0.1 | *_d4 | [
"ln",
"sqrt",
"abs",
"-",
"*",
"/"
] |
((-9.8)-(tan(sqrt(exp(-2.6)))))*(exp(sin((-42)+(-21)))) | -8.5 | *_d5 | [
"-",
"tan",
"sqrt",
"exp",
"*",
"sin",
"+"
] |
((exp(tan(sin(abs(-27)))))^3)*(log(sqrt(abs((sin(abs(-19)))/(16.3/(-9)))))) | -87.5 | *_d6 | [
"exp",
"tan",
"sin",
"abs",
"-",
"^",
"*",
"log",
"sqrt",
"/"
] |
((-4)/(-13))/(abs(cos((-4)-(-42)))) | 0.3 | /_d4 | [
"-",
"/",
"abs",
"cos"
] |
(sqrt(abs((log(3^(-2)))-(log(abs((-35)+(-24))+0.1)))))/(-13) | -0.2 | /_d5 | [
"sqrt",
"abs",
"log",
"^",
"-",
"+",
"/"
] |
((((-10.7)/(3.7^2))-(sqrt(tan(tan(-5.4)))))/(cos(exp(sin(sqrt(8+48))))))/(cos(((sqrt((-4.8)*(-19)))+(abs((-41)/2)))/(exp(sin((-6)/(-3)))))) | 3.3 | /_d6 | [
"-",
"/",
"^",
"sqrt",
"tan",
"cos",
"exp",
"sin",
"+",
"*",
"abs"
] |
(abs(-17)+0.1)^3 | 5000.2 | ^_d4 | [
"abs",
"-",
"+",
"^"
] |
10^1 | 10 | ^_d5 | [
"^"
] |
(tan(tan(sin((abs(sin(-5.5)))^-2))))^1 | 3.3 | ^_d6 | [
"tan",
"sin",
"abs",
"-",
"^"
] |
sin(sin(log(abs(sin(5.2))+0.1))) | 0 | sin_d4 | [
"sin",
"log",
"abs",
"+"
] |
sin(sin(sqrt((-12)-(-19)))) | 0.5 | sin_d5 | [
"sin",
"sqrt",
"-"
] |
sin(exp(sin((((abs(-17)+0.1)^2)*15)^3))) | 1 | sin_d6 | [
"sin",
"exp",
"abs",
"-",
"+",
"^",
"*"
] |
cos(((abs(-4)+0.1)^3)^3) | -1 | cos_d4 | [
"cos",
"abs",
"-",
"+",
"^"
] |
cos(sin(sin(log(abs(18*(-16))+0.1)))) | 0.9 | cos_d5 | [
"cos",
"sin",
"log",
"abs",
"*",
"-",
"+"
] |
cos(sin((sqrt(2-(-18)))^3)) | 0.5 | cos_d6 | [
"cos",
"sin",
"sqrt",
"-",
"^"
] |
tan(sin((abs(8-12)+0.1)^3)) | -0.2 | tan_d4 | [
"tan",
"sin",
"abs",
"-",
"+",
"^"
] |
tan(sin((((-13)+19)+(4/(-19)))/(sin(10.8+(-3))))) | -0.5 | tan_d5 | [
"tan",
"sin",
"-",
"+",
"/"
] |
tan(sin(ln((abs(sin(8+(-11)))+0.1)^3))) | 1.3 | tan_d6 | [
"tan",
"sin",
"ln",
"abs",
"+",
"-",
"^"
] |
log(sin(tan(sin(abs(-89))))) | -0.1 | log_d4 | [
"log",
"sin",
"tan",
"abs",
"-"
] |
log(log(abs(ln(abs(0.9/(-8))+0.1))+0.1)) | -0.7 | log_d5 | [
"log",
"abs",
"ln",
"/",
"-",
"+"
] |
log(abs(abs(ln(sin(exp(-0.4)))))) | -0.7 | log_d6 | [
"log",
"abs",
"ln",
"sin",
"exp",
"-"
] |
ln(ln(tan(sin(abs(96))))) | -0.9 | ln_d4 | [
"ln",
"tan",
"sin",
"abs"
] |
ln((tan(18^-2))+(tan(ln(sqrt(12))))) | 1.1 | ln_d5 | [
"ln",
"tan",
"^",
"-",
"+",
"sqrt"
] |
ln((cos(sqrt(abs(log(exp(-0.7))))))*(tan(sin((tan(sin(18.3/(-3))))-(log(11*9)))))) | -0.1 | ln_d6 | [
"ln",
"cos",
"sqrt",
"abs",
"log",
"exp",
"-",
"*",
"tan",
"sin",
"/"
] |
exp(8/(20^1)) | 1.5 | exp_d4 | [
"exp",
"/",
"^"
] |
exp(log(sin(19^2))) | 0.3 | exp_d5 | [
"exp",
"log",
"sin",
"^"
] |
exp(sin(abs(((abs(log(cos(-5.8)))+0.1)^-2)*(cos(log(ln(43))))))) | 0.4 | exp_d6 | [
"exp",
"sin",
"abs",
"log",
"cos",
"-",
"+",
"^",
"*",
"ln"
] |
sqrt(cos((-18)+11)) | 0.9 | sqrt_d4 | [
"sqrt",
"cos",
"-",
"+"
] |
sqrt((ln(abs(25)))^2) | 3.2 | sqrt_d5 | [
"sqrt",
"ln",
"abs",
"^"
] |
sqrt((log(abs((-3.4)+(-16))))+(sin(abs(4^3)))) | 2 | sqrt_d6 | [
"sqrt",
"log",
"abs",
"-",
"+",
"sin",
"^"
] |
abs(exp(sin((abs(-10.4)+0.1)^3))) | 2.7 | abs_d4 | [
"abs",
"exp",
"sin",
"-",
"+",
"^"
] |
abs(log(log(abs((-19.4)+2)+0.1))) | 1.1 | abs_d5 | [
"abs",
"log",
"-",
"+"
] |
abs((log(abs(log(cos(tan(-4.8))))+0.1))*(ln(abs((-21)-(-2))+0.1))) | 0.2 | abs_d6 | [
"abs",
"log",
"cos",
"tan",
"-",
"+",
"*",
"ln"
] |
(-6)+(((-15)-(-5))+18) | 2 | +_d4 | [
"-",
"+"
] |
(cos((sqrt(tan(1.4)))*(sin((-11)*14.5))))+((log((-15)*(-14)))*(exp(tan(sin(6*3))))) | 2.1 | +_d5 | [
"cos",
"sqrt",
"tan",
"*",
"sin",
"-",
"+",
"log",
"exp"
] |
(sqrt(cos(cos(log(abs(100))))))+(tan(sin(abs((-18)-(-15))))) | 1.1 | +_d6 | [
"sqrt",
"cos",
"log",
"abs",
"+",
"tan",
"sin",
"-"
] |
(abs(16/(-7)))-((abs(12*19.8))/(abs((-40)/(-2.7)))) | -13.8 | -_d4 | [
"abs",
"/",
"-",
"*"
] |
((ln(abs(log(sin(-5.5)))+0.1))+(((-11)*(-10))/(-12)))-(ln(abs(ln(tan(1))))) | -9.2 | -_d5 | [
"ln",
"abs",
"log",
"sin",
"-",
"+",
"*",
"/",
"tan"
] |
(exp((cos(cos(cos(-2.1))))^1))-(-20) | 21.9 | -_d6 | [
"exp",
"cos",
"-",
"^"
] |
(-10.3)*(sin(sin(ln(45.5)))) | 6 | *_d4 | [
"-",
"*",
"sin",
"ln"
] |
(ln(abs((log(log(36.4)))/(11/(-11)))+0.1))*(0-(-12)) | 3.9 | *_d5 | [
"ln",
"abs",
"log",
"/",
"-",
"+",
"*"
] |
0*((abs((abs(-1)+0.1)^-1))/(1)) | 0 | *_d6 | [
"*",
"abs",
"-",
"+",
"^",
"/"
] |
(tan(ln(log(10.6))))/(-18) | -0.1 | /_d4 | [
"tan",
"ln",
"log",
"/",
"-"
] |
(((exp(sin(4^1)))/(4^2))*((cos(abs(99)))-(11/(-19))))/(cos((tan(exp(-1.1)))-(abs(log(9.4))))) | -0.1 | /_d5 | [
"exp",
"sin",
"^",
"/",
"*",
"cos",
"abs",
"-",
"tan",
"log"
] |
(exp(exp(sin(exp(0.5)))))/(sin(((log(sin(-3.9)))+10)^-1)) | 144.9 | /_d6 | [
"exp",
"sin",
"/",
"log",
"-",
"+",
"^"
] |
((abs(sin((-21.1)-26))+0.1)^-2)^1 | 65.2 | ^_d4 | [
"abs",
"sin",
"-",
"+",
"^"
] |
(abs(11.5*(abs(sin(4.9)))))^-1 | 0.1 | ^_d5 | [
"abs",
"*",
"sin",
"^",
"-"
] |
(cos(log(cos(abs(tan(0.3))))))^1 | 1 | ^_d6 | [
"cos",
"log",
"abs",
"tan",
"^"
] |
sin(exp(ln(sqrt(60.8)))) | 1 | sin_d4 | [
"sin",
"exp",
"ln",
"sqrt"
] |
sin(6^2) | -1 | sin_d5 | [
"sin",
"^"
] |
sin(log(abs(log(abs(ln(cos(-5.4)))+0.1)))) | -0.5 | sin_d6 | [
"sin",
"log",
"abs",
"ln",
"cos",
"-",
"+"
] |
cos(exp(sin((-12)+3.1))) | 0.8 | cos_d4 | [
"cos",
"exp",
"sin",
"-",
"+"
] |
cos(cos((exp(cos(2.5)))/7)) | 0.5 | cos_d5 | [
"cos",
"exp",
"/"
] |
cos(ln(tan(sin(exp(sin(10.4-(-10))))))) | 0.7 | cos_d6 | [
"cos",
"ln",
"tan",
"sin",
"exp",
"-"
] |
tan(sin((ln(exp(-1.7)))+((abs(-20)+0.1)^2))) | 0.2 | tan_d4 | [
"tan",
"sin",
"ln",
"exp",
"-",
"+",
"abs",
"^"
] |
tan(sin(exp(sin(exp(exp(-2.8)))))) | 0.8 | tan_d5 | [
"tan",
"sin",
"exp",
"-"
] |
tan(sin(abs(ln((log(1.8^1))+(9.9^2))))) | -1.5 | tan_d6 | [
"tan",
"sin",
"abs",
"ln",
"log",
"^",
"+"
] |
log(abs(log(abs((-7)/12.5)+0.1))+0.1) | -0.7 | log_d4 | [
"log",
"abs",
"-",
"/",
"+"
] |
log(sin(sqrt(cos(cos(1.5))))) | -0.2 | log_d5 | [
"log",
"sin",
"sqrt",
"cos"
] |
log((exp(sin((-18)-(abs(ln(38.8))))))-(((-12)+(-5))+(abs((-19)/(-10))))) | 2.8 | log_d6 | [
"log",
"exp",
"sin",
"-",
"abs",
"ln",
"+",
"/"
] |
ln(exp(sin(1^(-1)))) | 0.8 | ln_d4 | [
"ln",
"exp",
"sin",
"^",
"-"
] |
ln((abs(18.6*5.5))^1) | 4.6 | ln_d5 | [
"ln",
"abs",
"*",
"^"
] |
ln(abs(log(sin((11.7-11)-((-6)*(-7.1)))))+0.1) | -1.4 | ln_d6 | [
"ln",
"abs",
"log",
"sin",
"-",
"*",
"+"
] |
exp(exp(sin((-5)-(-1)))) | 8.4 | exp_d4 | [
"exp",
"sin",
"-"
] |
exp(sin(ln((abs(0+(-10))+0.1)^3))) | 1.8 | exp_d5 | [
"exp",
"sin",
"ln",
"abs",
"+",
"-",
"^"
] |
exp(sin((((-11)-(log(1^2)))+(abs(log(2.9))))+(((sin(log(7.4)))*(sin(17*5)))/4))) | 1.7 | exp_d6 | [
"exp",
"sin",
"-",
"log",
"^",
"+",
"abs",
"*",
"/"
] |
sqrt(abs(sin(14/(-8)))) | 1 | sqrt_d4 | [
"sqrt",
"abs",
"sin",
"/",
"-"
] |
sqrt(ln(exp(tan(sin(13*1.2))))) | 0.3 | sqrt_d5 | [
"sqrt",
"ln",
"exp",
"tan",
"sin",
"*"
] |
sqrt(tan(tan(abs(cos(30/2))))) | 1.2 | sqrt_d6 | [
"sqrt",
"tan",
"abs",
"cos",
"/"
] |
abs(tan(sin((-26)+8.8))) | 1.5 | abs_d4 | [
"abs",
"tan",
"sin",
"-",
"+"
] |
abs(exp(tan(sin(16.4/11)))) | 4.7 | abs_d5 | [
"abs",
"exp",
"tan",
"sin",
"/"
] |
abs((abs((6.4/(-17))*(-15)))^-1) | 0.2 | abs_d6 | [
"abs",
"/",
"-",
"*",
"^"
] |
10+(abs(sqrt(ln(19.2)))) | 11.7 | +_d4 | [
"+",
"abs",
"sqrt",
"ln"
] |
(sqrt(16-(-20)))+((ln(18-(-6)))^-2) | 6.1 | +_d5 | [
"sqrt",
"-",
"+",
"ln",
"^"
] |
(sqrt(sin(abs(ln(ln(23.4))))))+14 | 15 | +_d6 | [
"sqrt",
"sin",
"abs",
"ln",
"+"
] |
((-19)+8)-(sin(sqrt(abs(sin(3.9))))) | -11.7 | -_d4 | [
"-",
"+",
"sin",
"sqrt",
"abs"
] |
(sqrt(cos(4/(-14))))-(sqrt(ln(abs((-15)+10)+0.1))) | -0.3 | -_d5 | [
"sqrt",
"cos",
"/",
"-",
"ln",
"abs",
"+"
] |
(cos(log(38.9)))-(ln(((ln(abs((-15)*4)+0.1))^-2)^-2)) | -6.5 | -_d6 | [
"cos",
"log",
"-",
"ln",
"abs",
"*",
"+",
"^"
] |
(cos(exp(sin(5^2))))*(tan(sin(sqrt(sqrt(40.5))))) | 0.4 | *_d4 | [
"cos",
"exp",
"sin",
"^",
"*",
"tan",
"sqrt"
] |
(sqrt(abs(tan(cos(sqrt(90.6))))))*(exp(tan(sin(ln((-32.8)/(-8)))))) | 5.6 | *_d5 | [
"sqrt",
"abs",
"tan",
"cos",
"*",
"exp",
"sin",
"ln",
"-",
"/"
] |
(ln(log(9)))*(ln((cos(cos(abs(-16))))^-2)) | 0.9 | *_d6 | [
"ln",
"log",
"*",
"cos",
"abs",
"-",
"^"
] |
(abs(sqrt(abs((-39.5)+(-13)))))/(sqrt(ln(24.7-(-19)))) | 3.7 | /_d4 | [
"abs",
"sqrt",
"-",
"+",
"/",
"ln"
] |
(cos(ln(abs((-13)-9)+0.1)))/(1) | -1 | /_d5 | [
"cos",
"ln",
"abs",
"-",
"+",
"/"
] |
(cos(sin(sqrt((abs(-4)+0.1)^2))))/(sin((-9)+((exp(sin(log(29.1))))^3))) | -0.9 | /_d6 | [
"cos",
"sin",
"sqrt",
"abs",
"-",
"+",
"^",
"/",
"exp",
"log"
] |
(exp(ln(sin(2.1))))^-1 | 1.2 | ^_d4 | [
"exp",
"ln",
"sin",
"^",
"-"
] |
8.6^3 | 636.1 | ^_d5 | [
"^"
] |
(abs((log(13-(-20)))*(tan(sin(log(sin(0.2))))))+0.1)^-2 | 0 | ^_d6 | [
"abs",
"log",
"-",
"*",
"tan",
"sin",
"+",
"^"
] |
sin(abs(log(sqrt(65.3)))) | 0.9 | sin_d4 | [
"sin",
"abs",
"log",
"sqrt"
] |
sin(sin(abs(16/(-12)))) | 0.8 | sin_d5 | [
"sin",
"abs",
"/",
"-"
] |
sin(exp(((tan(exp(-0.3)))+(tan(sin(2^1))))^-1)) | 1 | sin_d6 | [
"sin",
"exp",
"tan",
"-",
"+",
"^"
] |
cos((sqrt(abs((-43)-(-34))))^3) | -0.3 | cos_d4 | [
"cos",
"sqrt",
"abs",
"-",
"^"
] |
cos((abs((-15.5)+(-14)))/((abs(cos(3.7)))+(ln(cos(4.8))))) | 1 | cos_d5 | [
"cos",
"abs",
"-",
"+",
"/",
"ln"
] |
cos(((-2.2)-(abs(sin((-4)*(-15)))))/(((sin(cos(-1.2)))*((abs(-2)+0.1)^3))/19)) | -0.4 | cos_d6 | [
"cos",
"-",
"abs",
"sin",
"*",
"/",
"+",
"^"
] |
tan(sin(((-4)+6.4)^1)) | 0.8 | tan_d4 | [
"tan",
"sin",
"-",
"+",
"^"
] |
End of preview. Expand in Data Studio
YAML Metadata Warning:The task_categories "mathematical-modeling" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
Transformer Math Dataset (200,000,000 Samples Sharded)
High-precision synthetic mathematical expression dataset generated for training sequence-to-sequence math Transformers in JAX/Flax.
Dataset Structure
- Total Samples: 200,000,000
- Shard Format: JSONL sharded files (100,000 samples per shard)
- Supported Operations:
+,-,*,/,^,sin,cos,tan,log,ln,exp,sqrt,abs - Expression Depth Range: Depth 4 to 6
- Integer Operand Ratio: 80%
Data Fields
Each line in the .jsonl shard files is a JSON object with the following fields:
expr(str): Syntactically valid mathematical expression (e.g."sin((3.5))+cos((1.2))")val(str): Target evaluated numerical result formatted to precision (e.g."0.6")category(str): Operation-depth category bucket (e.g."sin_d4")ops_used(list[str]): List of mathematical functions/operators present in the expression (e.g.["sin", "+", "cos"])
Usage Example
from datasets import load_dataset
dataset = load_dataset("saidurga001301/mathmetics-dataset-intmax", streaming=True)
for sample in dataset["train"]:
print(sample["expr"], "->", sample["val"], "ops:", sample["ops_used"])
break
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