distribution_type
stringclasses
5 values
parameters
stringlengths
36
45
description
stringlengths
36
72
description_id
int64
0
100
difficulty
stringclasses
1 value
__index_level_0__
int64
0
100
normal
{"type": "normal", "mean": -5, "std": 0.5}
A normal (Gaussian) distribution with mean -5 and standard deviation 0.5
0
BASIC
0
normal
{"type": "normal", "mean": -5, "std": 1}
A normal (Gaussian) distribution with mean -5 and standard deviation 1
1
BASIC
1
normal
{"type": "normal", "mean": -5, "std": 2}
A normal (Gaussian) distribution with mean -5 and standard deviation 2
2
BASIC
2
normal
{"type": "normal", "mean": -5, "std": 3}
A normal (Gaussian) distribution with mean -5 and standard deviation 3
3
BASIC
3
normal
{"type": "normal", "mean": -5, "std": 5}
A normal (Gaussian) distribution with mean -5 and standard deviation 5
4
BASIC
4
normal
{"type": "normal", "mean": -2, "std": 0.5}
A normal (Gaussian) distribution with mean -2 and standard deviation 0.5
5
BASIC
5
normal
{"type": "normal", "mean": -2, "std": 1}
A normal (Gaussian) distribution with mean -2 and standard deviation 1
6
BASIC
6
normal
{"type": "normal", "mean": -2, "std": 2}
A normal (Gaussian) distribution with mean -2 and standard deviation 2
7
BASIC
7
normal
{"type": "normal", "mean": -2, "std": 3}
A normal (Gaussian) distribution with mean -2 and standard deviation 3
8
BASIC
8
normal
{"type": "normal", "mean": -2, "std": 5}
A normal (Gaussian) distribution with mean -2 and standard deviation 5
9
BASIC
9
normal
{"type": "normal", "mean": -1, "std": 0.5}
A normal (Gaussian) distribution with mean -1 and standard deviation 0.5
10
BASIC
10
normal
{"type": "normal", "mean": -1, "std": 1}
A normal (Gaussian) distribution with mean -1 and standard deviation 1
11
BASIC
11
normal
{"type": "normal", "mean": -1, "std": 2}
A normal (Gaussian) distribution with mean -1 and standard deviation 2
12
BASIC
12
normal
{"type": "normal", "mean": -1, "std": 3}
A normal (Gaussian) distribution with mean -1 and standard deviation 3
13
BASIC
13
normal
{"type": "normal", "mean": -1, "std": 5}
A normal (Gaussian) distribution with mean -1 and standard deviation 5
14
BASIC
14
normal
{"type": "normal", "mean": 0, "std": 0.5}
A normal (Gaussian) distribution with mean 0 and standard deviation 0.5
15
BASIC
15
normal
{"type": "normal", "mean": 0, "std": 1}
A normal (Gaussian) distribution with mean 0 and standard deviation 1
16
BASIC
16
normal
{"type": "normal", "mean": 0, "std": 2}
A normal (Gaussian) distribution with mean 0 and standard deviation 2
17
BASIC
17
normal
{"type": "normal", "mean": 0, "std": 3}
A normal (Gaussian) distribution with mean 0 and standard deviation 3
18
BASIC
18
normal
{"type": "normal", "mean": 0, "std": 5}
A normal (Gaussian) distribution with mean 0 and standard deviation 5
19
BASIC
19
normal
{"type": "normal", "mean": 1, "std": 0.5}
A normal (Gaussian) distribution with mean 1 and standard deviation 0.5
20
BASIC
20
normal
{"type": "normal", "mean": 1, "std": 1}
A normal (Gaussian) distribution with mean 1 and standard deviation 1
21
BASIC
21
normal
{"type": "normal", "mean": 1, "std": 2}
A normal (Gaussian) distribution with mean 1 and standard deviation 2
22
BASIC
22
normal
{"type": "normal", "mean": 1, "std": 3}
A normal (Gaussian) distribution with mean 1 and standard deviation 3
23
BASIC
23
normal
{"type": "normal", "mean": 1, "std": 5}
A normal (Gaussian) distribution with mean 1 and standard deviation 5
24
BASIC
24
normal
{"type": "normal", "mean": 2, "std": 0.5}
A normal (Gaussian) distribution with mean 2 and standard deviation 0.5
25
BASIC
25
normal
{"type": "normal", "mean": 2, "std": 1}
A normal (Gaussian) distribution with mean 2 and standard deviation 1
26
BASIC
26
normal
{"type": "normal", "mean": 2, "std": 2}
A normal (Gaussian) distribution with mean 2 and standard deviation 2
27
BASIC
27
normal
{"type": "normal", "mean": 2, "std": 3}
A normal (Gaussian) distribution with mean 2 and standard deviation 3
28
BASIC
28
normal
{"type": "normal", "mean": 2, "std": 5}
A normal (Gaussian) distribution with mean 2 and standard deviation 5
29
BASIC
29
normal
{"type": "normal", "mean": 5, "std": 0.5}
A normal (Gaussian) distribution with mean 5 and standard deviation 0.5
30
BASIC
30
normal
{"type": "normal", "mean": 5, "std": 1}
A normal (Gaussian) distribution with mean 5 and standard deviation 1
31
BASIC
31
normal
{"type": "normal", "mean": 5, "std": 2}
A normal (Gaussian) distribution with mean 5 and standard deviation 2
32
BASIC
32
normal
{"type": "normal", "mean": 5, "std": 3}
A normal (Gaussian) distribution with mean 5 and standard deviation 3
33
BASIC
33
normal
{"type": "normal", "mean": 5, "std": 5}
A normal (Gaussian) distribution with mean 5 and standard deviation 5
34
BASIC
34
uniform
{"type": "uniform", "low": -5, "high": 5}
A uniform distribution between -5 and 5
35
BASIC
35
uniform
{"type": "uniform", "low": -2, "high": 2}
A uniform distribution between -2 and 2
36
BASIC
36
uniform
{"type": "uniform", "low": 0, "high": 1}
A uniform distribution between 0 and 1
37
BASIC
37
uniform
{"type": "uniform", "low": 0, "high": 10}
A uniform distribution between 0 and 10
38
BASIC
38
uniform
{"type": "uniform", "low": -10, "high": 0}
A uniform distribution between -10 and 0
39
BASIC
39
uniform
{"type": "uniform", "low": 1, "high": 6}
A uniform distribution between 1 and 6
40
BASIC
40
uniform
{"type": "uniform", "low": 2, "high": 8}
A uniform distribution between 2 and 8
41
BASIC
41
exponential
{"type": "exponential", "rate": 0.1}
An exponential distribution with rate parameter 0.1
42
BASIC
42
exponential
{"type": "exponential", "rate": 0.5}
An exponential distribution with rate parameter 0.5
43
BASIC
43
exponential
{"type": "exponential", "rate": 1.0}
An exponential distribution with rate parameter 1.0
44
BASIC
44
exponential
{"type": "exponential", "rate": 2.0}
An exponential distribution with rate parameter 2.0
45
BASIC
45
exponential
{"type": "exponential", "rate": 3.0}
An exponential distribution with rate parameter 3.0
46
BASIC
46
exponential
{"type": "exponential", "rate": 5.0}
An exponential distribution with rate parameter 5.0
47
BASIC
47
gamma
{"type": "gamma", "shape": 0.5, "scale": 0.5}
A gamma distribution with shape 0.5 and scale 0.500
48
BASIC
48
gamma
{"type": "gamma", "shape": 0.5, "scale": 1}
A gamma distribution with shape 0.5 and scale 1.000
49
BASIC
49
gamma
{"type": "gamma", "shape": 0.5, "scale": 2}
A gamma distribution with shape 0.5 and scale 2.000
50
BASIC
50
gamma
{"type": "gamma", "shape": 0.5, "scale": 3}
A gamma distribution with shape 0.5 and scale 3.000
51
BASIC
51
gamma
{"type": "gamma", "shape": 1, "scale": 0.5}
A gamma distribution with shape 1 and scale 0.500
52
BASIC
52
gamma
{"type": "gamma", "shape": 1, "scale": 1}
A gamma distribution with shape 1 and scale 1.000
53
BASIC
53
gamma
{"type": "gamma", "shape": 1, "scale": 2}
A gamma distribution with shape 1 and scale 2.000
54
BASIC
54
gamma
{"type": "gamma", "shape": 1, "scale": 3}
A gamma distribution with shape 1 and scale 3.000
55
BASIC
55
gamma
{"type": "gamma", "shape": 2, "scale": 0.5}
A gamma distribution with shape 2 and scale 0.500
56
BASIC
56
gamma
{"type": "gamma", "shape": 2, "scale": 1}
A gamma distribution with shape 2 and scale 1.000
57
BASIC
57
gamma
{"type": "gamma", "shape": 2, "scale": 2}
A gamma distribution with shape 2 and scale 2.000
58
BASIC
58
gamma
{"type": "gamma", "shape": 2, "scale": 3}
A gamma distribution with shape 2 and scale 3.000
59
BASIC
59
gamma
{"type": "gamma", "shape": 3, "scale": 0.5}
A gamma distribution with shape 3 and scale 0.500
60
BASIC
60
gamma
{"type": "gamma", "shape": 3, "scale": 1}
A gamma distribution with shape 3 and scale 1.000
61
BASIC
61
gamma
{"type": "gamma", "shape": 3, "scale": 2}
A gamma distribution with shape 3 and scale 2.000
62
BASIC
62
gamma
{"type": "gamma", "shape": 3, "scale": 3}
A gamma distribution with shape 3 and scale 3.000
63
BASIC
63
gamma
{"type": "gamma", "shape": 5, "scale": 0.5}
A gamma distribution with shape 5 and scale 0.500
64
BASIC
64
gamma
{"type": "gamma", "shape": 5, "scale": 1}
A gamma distribution with shape 5 and scale 1.000
65
BASIC
65
gamma
{"type": "gamma", "shape": 5, "scale": 2}
A gamma distribution with shape 5 and scale 2.000
66
BASIC
66
gamma
{"type": "gamma", "shape": 5, "scale": 3}
A gamma distribution with shape 5 and scale 3.000
67
BASIC
67
gamma
{"type": "gamma", "shape": 7, "scale": 0.5}
A gamma distribution with shape 7 and scale 0.500
68
BASIC
68
gamma
{"type": "gamma", "shape": 7, "scale": 1}
A gamma distribution with shape 7 and scale 1.000
69
BASIC
69
gamma
{"type": "gamma", "shape": 7, "scale": 2}
A gamma distribution with shape 7 and scale 2.000
70
BASIC
70
gamma
{"type": "gamma", "shape": 7, "scale": 3}
A gamma distribution with shape 7 and scale 3.000
71
BASIC
71
gamma
{"type": "gamma", "shape": 10, "scale": 0.5}
A gamma distribution with shape 10 and scale 0.500
72
BASIC
72
gamma
{"type": "gamma", "shape": 10, "scale": 1}
A gamma distribution with shape 10 and scale 1.000
73
BASIC
73
gamma
{"type": "gamma", "shape": 10, "scale": 2}
A gamma distribution with shape 10 and scale 2.000
74
BASIC
74
gamma
{"type": "gamma", "shape": 10, "scale": 3}
A gamma distribution with shape 10 and scale 3.000
75
BASIC
75
beta
{"type": "beta", "alpha": 0.5, "beta": 0.5}
A beta distribution with α=0.5 and β=0.5
76
BASIC
76
beta
{"type": "beta", "alpha": 0.5, "beta": 1}
A beta distribution with α=0.5 and β=1
77
BASIC
77
beta
{"type": "beta", "alpha": 0.5, "beta": 2}
A beta distribution with α=0.5 and β=2
78
BASIC
78
beta
{"type": "beta", "alpha": 0.5, "beta": 3}
A beta distribution with α=0.5 and β=3
79
BASIC
79
beta
{"type": "beta", "alpha": 0.5, "beta": 5}
A beta distribution with α=0.5 and β=5
80
BASIC
80
beta
{"type": "beta", "alpha": 1, "beta": 0.5}
A beta distribution with α=1 and β=0.5
81
BASIC
81
beta
{"type": "beta", "alpha": 1, "beta": 1}
A beta distribution with α=1 and β=1
82
BASIC
82
beta
{"type": "beta", "alpha": 1, "beta": 2}
A beta distribution with α=1 and β=2
83
BASIC
83
beta
{"type": "beta", "alpha": 1, "beta": 3}
A beta distribution with α=1 and β=3
84
BASIC
84
beta
{"type": "beta", "alpha": 1, "beta": 5}
A beta distribution with α=1 and β=5
85
BASIC
85
beta
{"type": "beta", "alpha": 2, "beta": 0.5}
A beta distribution with α=2 and β=0.5
86
BASIC
86
beta
{"type": "beta", "alpha": 2, "beta": 1}
A beta distribution with α=2 and β=1
87
BASIC
87
beta
{"type": "beta", "alpha": 2, "beta": 2}
A beta distribution with α=2 and β=2
88
BASIC
88
beta
{"type": "beta", "alpha": 2, "beta": 3}
A beta distribution with α=2 and β=3
89
BASIC
89
beta
{"type": "beta", "alpha": 2, "beta": 5}
A beta distribution with α=2 and β=5
90
BASIC
90
beta
{"type": "beta", "alpha": 3, "beta": 0.5}
A beta distribution with α=3 and β=0.5
91
BASIC
91
beta
{"type": "beta", "alpha": 3, "beta": 1}
A beta distribution with α=3 and β=1
92
BASIC
92
beta
{"type": "beta", "alpha": 3, "beta": 2}
A beta distribution with α=3 and β=2
93
BASIC
93
beta
{"type": "beta", "alpha": 3, "beta": 3}
A beta distribution with α=3 and β=3
94
BASIC
94
beta
{"type": "beta", "alpha": 3, "beta": 5}
A beta distribution with α=3 and β=5
95
BASIC
95
beta
{"type": "beta", "alpha": 5, "beta": 0.5}
A beta distribution with α=5 and β=0.5
96
BASIC
96
beta
{"type": "beta", "alpha": 5, "beta": 1}
A beta distribution with α=5 and β=1
97
BASIC
97
beta
{"type": "beta", "alpha": 5, "beta": 2}
A beta distribution with α=5 and β=2
98
BASIC
98
beta
{"type": "beta", "alpha": 5, "beta": 3}
A beta distribution with α=5 and β=3
99
BASIC
99