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Submission 1

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  1. assignment-1/README.md +0 -0
  2. assignment-1/assignment_1/.ipynb_checkpoints/AI_Assignment_1-checkpoint.ipynb +0 -0
  3. assignment-1/assignment_1/AI_Assignment_1.ipynb +0 -0
  4. assignment-1/assignment_1/__init__.py +0 -0
  5. assignment-1/data/01_raw/nyc-east-river-bicycle-counts.csv +211 -0
  6. assignment-1/poetry.lock +0 -0
  7. assignment-1/pyproject.toml +23 -0
  8. assignment-1/tests/__init__.py +0 -0
assignment-1/README.md ADDED
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assignment-1/assignment_1/.ipynb_checkpoints/AI_Assignment_1-checkpoint.ipynb ADDED
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assignment-1/assignment_1/AI_Assignment_1.ipynb ADDED
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assignment-1/assignment_1/__init__.py ADDED
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assignment-1/data/01_raw/nyc-east-river-bicycle-counts.csv ADDED
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1
+ ,Date,Day,High Temp (°F),Low Temp (°F),Precipitation,Brooklyn Bridge,Manhattan Bridge,Williamsburg Bridge,Queensboro Bridge,Total
2
+ 0,2016-04-01 00:00:00,2016-04-01 00:00:00,78.1,66,0.01,1704.0,3126,4115.0,2552.0,11497
3
+ 1,2016-04-02 00:00:00,2016-04-02 00:00:00,55.0,48.9,0.15,827.0,1646,2565.0,1884.0,6922
4
+ 2,2016-04-03 00:00:00,2016-04-03 00:00:00,39.9,34,0.09,526.0,1232,1695.0,1306.0,4759
5
+ 3,2016-04-04 00:00:00,2016-04-04 00:00:00,44.1,33.1,0.47 (S),521.0,1067,1440.0,1307.0,4335
6
+ 4,2016-04-05 00:00:00,2016-04-05 00:00:00,42.1,26.1,0,1416.0,2617,3081.0,2357.0,9471
7
+ 5,2016-04-06 00:00:00,2016-04-06 00:00:00,45.0,30,0,1885.0,3329,3856.0,2849.0,11919
8
+ 6,2016-04-07 00:00:00,2016-04-07 00:00:00,57.0,53.1,0.09,1276.0,2581,3282.0,2457.0,9596
9
+ 7,2016-04-08 00:00:00,2016-04-08 00:00:00,46.9,44.1,0.01,1982.0,3455,4113.0,3194.0,12744
10
+ 8,2016-04-09 00:00:00,2016-04-09 00:00:00,43.0,37.9,0.09,504.0,997,1507.0,1502.0,4510
11
+ 9,2016-04-10 00:00:00,2016-04-10 00:00:00,48.9,30.9,0,1447.0,2387,3132.0,2160.0,9126
12
+ 10,2016-04-11 00:00:00,2016-04-11 00:00:00,62.1,46,0.01,2005.0,3791,4334.0,3182.0,13312
13
+ 11,2016-04-12 00:00:00,2016-04-12 00:00:00,57.0,45,0.2,1045.0,2178,2762.0,2082.0,8067
14
+ 12,2016-04-13 00:00:00,2016-04-13 00:00:00,57.0,39.9,0,2840.0,5395,5995.0,4192.0,18422
15
+ 13,2016-04-14 00:00:00,2016-04-14 00:00:00,62.1,44.6,0,2861.0,5309,6030.0,4115.0,18315
16
+ 14,2016-04-15 00:00:00,2016-04-15 00:00:00,64.0,44.1,0,2770.0,5072,5816.0,3912.0,17570
17
+ 15,2016-04-16 00:00:00,2016-04-16 00:00:00,66.0,45,0,2384.0,4316,5624.0,4051.0,16375
18
+ 16,2016-04-17 00:00:00,2016-04-17 00:00:00,73.9,46,0,3147.0,4969,5867.0,4197.0,18180
19
+ 17,2016-04-18 00:00:00,2016-04-18 00:00:00,81.0,52,0,3871.0,6823,7432.0,4964.0,23090
20
+ 18,2016-04-19 00:00:00,2016-04-19 00:00:00,71.1,63,0,3501.0,6951,7834.0,5032.0,23318
21
+ 19,2016-04-20 00:00:00,2016-04-20 00:00:00,68.0,50,0,3450.0,6574,7639.0,4928.0,22591
22
+ 20,2016-04-21 00:00:00,2016-04-21 00:00:00,71.1,50,0,3436.0,6452,7426.0,4813.0,22127
23
+ 21,2016-04-22 00:00:00,2016-04-22 00:00:00,78.1,63,T,2975.0,4907,6093.0,3862.0,17837
24
+ 22,2016-04-23 00:00:00,2016-04-23 00:00:00,70.0,61,0.16,2055.0,3276,4856.0,3239.0,13426
25
+ 23,2016-04-24 00:00:00,2016-04-24 00:00:00,68.0,48,0,2798.0,4650,5335.0,3957.0,16740
26
+ 24,2016-04-25 00:00:00,2016-04-25 00:00:00,66.9,54,0,3463.0,5978,6845.0,4564.0,20850
27
+ 25,2016-04-26 00:00:00,2016-04-26 00:00:00,60.1,46.9,0.24,1997.0,3520,4559.0,2929.0,13005
28
+ 26,2016-04-27 00:00:00,2016-04-27 00:00:00,62.1,46.9,0,3343.0,5606,6577.0,4388.0,19914
29
+ 27,2016-04-28 00:00:00,2016-04-28 00:00:00,57.9,48,0,2486.0,4152,5336.0,3657.0,15631
30
+ 28,2016-04-29 00:00:00,2016-04-29 00:00:00,57.0,46.9,0.05,2375.0,4178,5053.0,3348.0,14954
31
+ 29,2016-04-30 00:00:00,2016-04-30 00:00:00,64.0,48,0,3199.0,4952,5675.0,3606.0,17432
32
+ 30,2016-04-01 00:00:00,2016-04-01 00:00:00,78.1,66,0.01,1704.0,3126,4115.0,2552.0,11497
33
+ 31,2016-04-02 00:00:00,2016-04-02 00:00:00,55.0,48.9,0.15,827.0,1646,2565.0,1884.0,6922
34
+ 32,2016-04-03 00:00:00,2016-04-03 00:00:00,39.9,34,0.09,526.0,1232,1695.0,1306.0,4759
35
+ 33,2016-04-04 00:00:00,2016-04-04 00:00:00,44.1,33.1,0.47 (S),521.0,1067,1440.0,1307.0,4335
36
+ 34,2016-04-05 00:00:00,2016-04-05 00:00:00,42.1,26.1,0,1416.0,2617,3081.0,2357.0,9471
37
+ 35,2016-04-06 00:00:00,2016-04-06 00:00:00,45.0,30,0,1885.0,3329,3856.0,2849.0,11919
38
+ 36,2016-04-07 00:00:00,2016-04-07 00:00:00,57.0,53.1,0.09,1276.0,2581,3282.0,2457.0,9596
39
+ 37,2016-04-08 00:00:00,2016-04-08 00:00:00,46.9,44.1,0.01,1982.0,3455,4113.0,3194.0,12744
40
+ 38,2016-04-09 00:00:00,2016-04-09 00:00:00,43.0,37.9,0.09,504.0,997,1507.0,1502.0,4510
41
+ 39,2016-04-10 00:00:00,2016-04-10 00:00:00,48.9,30.9,0,1447.0,2387,3132.0,2160.0,9126
42
+ 40,2016-04-11 00:00:00,2016-04-11 00:00:00,62.1,46,0.01,2005.0,3791,4334.0,3182.0,13312
43
+ 41,2016-04-12 00:00:00,2016-04-12 00:00:00,57.0,45,0.2,1045.0,2178,2762.0,2082.0,8067
44
+ 42,2016-04-13 00:00:00,2016-04-13 00:00:00,57.0,39.9,0,2840.0,5395,5995.0,4192.0,18422
45
+ 43,2016-04-14 00:00:00,2016-04-14 00:00:00,62.1,44.6,0,2861.0,5309,6030.0,4115.0,18315
46
+ 44,2016-04-15 00:00:00,2016-04-15 00:00:00,64.0,44.1,0,2770.0,5072,5816.0,3912.0,17570
47
+ 45,2016-04-16 00:00:00,2016-04-16 00:00:00,66.0,45,0,2384.0,4316,5624.0,4051.0,16375
48
+ 46,2016-04-17 00:00:00,2016-04-17 00:00:00,73.9,46,0,3147.0,4969,5867.0,4197.0,18180
49
+ 47,2016-04-18 00:00:00,2016-04-18 00:00:00,81.0,52,0,3871.0,6823,7432.0,4964.0,23090
50
+ 48,2016-04-19 00:00:00,2016-04-19 00:00:00,71.1,63,0,3501.0,6951,7834.0,5032.0,23318
51
+ 49,2016-04-20 00:00:00,2016-04-20 00:00:00,68.0,50,0,3450.0,6574,7639.0,4928.0,22591
52
+ 50,2016-04-21 00:00:00,2016-04-21 00:00:00,71.1,50,0,3436.0,6452,7426.0,4813.0,22127
53
+ 51,2016-04-22 00:00:00,2016-04-22 00:00:00,78.1,63,T,2975.0,4907,6093.0,3862.0,17837
54
+ 52,2016-04-23 00:00:00,2016-04-23 00:00:00,70.0,61,0.16,2055.0,3276,4856.0,3239.0,13426
55
+ 53,2016-04-24 00:00:00,2016-04-24 00:00:00,68.0,48,0,2798.0,4650,5335.0,3957.0,16740
56
+ 54,2016-04-25 00:00:00,2016-04-25 00:00:00,66.9,54,0,3463.0,5978,6845.0,4564.0,20850
57
+ 55,2016-04-26 00:00:00,2016-04-26 00:00:00,60.1,46.9,0.24,1997.0,3520,4559.0,2929.0,13005
58
+ 56,2016-04-27 00:00:00,2016-04-27 00:00:00,62.1,46.9,0,3343.0,5606,6577.0,4388.0,19914
59
+ 57,2016-04-28 00:00:00,2016-04-28 00:00:00,57.9,48,0,2486.0,4152,5336.0,3657.0,15631
60
+ 58,2016-04-29 00:00:00,2016-04-29 00:00:00,57.0,46.9,0.05,2375.0,4178,5053.0,3348.0,14954
61
+ 59,2016-04-30 00:00:00,2016-04-30 00:00:00,64.0,48,0,3199.0,4952,5675.0,3606.0,17432
62
+ 60,2016-04-01 00:00:00,2016-04-01 00:00:00,78.1,66,0.01,1704.0,3126,4115.0,2552.0,11497
63
+ 61,2016-04-02 00:00:00,2016-04-02 00:00:00,55.0,48.9,0.15,827.0,1646,2565.0,1884.0,6922
64
+ 62,2016-04-03 00:00:00,2016-04-03 00:00:00,39.9,34,0.09,526.0,1232,1695.0,1306.0,4759
65
+ 63,2016-04-04 00:00:00,2016-04-04 00:00:00,44.1,33.1,0.47 (S),521.0,1067,1440.0,1307.0,4335
66
+ 64,2016-04-05 00:00:00,2016-04-05 00:00:00,42.1,26.1,0,1416.0,2617,3081.0,2357.0,9471
67
+ 65,2016-04-06 00:00:00,2016-04-06 00:00:00,45.0,30,0,1885.0,3329,3856.0,2849.0,11919
68
+ 66,2016-04-07 00:00:00,2016-04-07 00:00:00,57.0,53.1,0.09,1276.0,2581,3282.0,2457.0,9596
69
+ 67,2016-04-08 00:00:00,2016-04-08 00:00:00,46.9,44.1,0.01,1982.0,3455,4113.0,3194.0,12744
70
+ 68,2016-04-09 00:00:00,2016-04-09 00:00:00,43.0,37.9,0.09,504.0,997,1507.0,1502.0,4510
71
+ 69,2016-04-10 00:00:00,2016-04-10 00:00:00,48.9,30.9,0,1447.0,2387,3132.0,2160.0,9126
72
+ 70,2016-04-11 00:00:00,2016-04-11 00:00:00,62.1,46,0.01,2005.0,3791,4334.0,3182.0,13312
73
+ 71,2016-04-12 00:00:00,2016-04-12 00:00:00,57.0,45,0.2,1045.0,2178,2762.0,2082.0,8067
74
+ 72,2016-04-13 00:00:00,2016-04-13 00:00:00,57.0,39.9,0,2840.0,5395,5995.0,4192.0,18422
75
+ 73,2016-04-14 00:00:00,2016-04-14 00:00:00,62.1,44.6,0,2861.0,5309,6030.0,4115.0,18315
76
+ 74,2016-04-15 00:00:00,2016-04-15 00:00:00,64.0,44.1,0,2770.0,5072,5816.0,3912.0,17570
77
+ 75,2016-04-16 00:00:00,2016-04-16 00:00:00,66.0,45,0,2384.0,4316,5624.0,4051.0,16375
78
+ 76,2016-04-17 00:00:00,2016-04-17 00:00:00,73.9,46,0,3147.0,4969,5867.0,4197.0,18180
79
+ 77,2016-04-18 00:00:00,2016-04-18 00:00:00,81.0,52,0,3871.0,6823,7432.0,4964.0,23090
80
+ 78,2016-04-19 00:00:00,2016-04-19 00:00:00,71.1,63,0,3501.0,6951,7834.0,5032.0,23318
81
+ 79,2016-04-20 00:00:00,2016-04-20 00:00:00,68.0,50,0,3450.0,6574,7639.0,4928.0,22591
82
+ 80,2016-04-21 00:00:00,2016-04-21 00:00:00,71.1,50,0,3436.0,6452,7426.0,4813.0,22127
83
+ 81,2016-04-22 00:00:00,2016-04-22 00:00:00,78.1,63,T,2975.0,4907,6093.0,3862.0,17837
84
+ 82,2016-04-23 00:00:00,2016-04-23 00:00:00,70.0,61,0.16,2055.0,3276,4856.0,3239.0,13426
85
+ 83,2016-04-24 00:00:00,2016-04-24 00:00:00,68.0,48,0,2798.0,4650,5335.0,3957.0,16740
86
+ 84,2016-04-25 00:00:00,2016-04-25 00:00:00,66.9,54,0,3463.0,5978,6845.0,4564.0,20850
87
+ 85,2016-04-26 00:00:00,2016-04-26 00:00:00,60.1,46.9,0.24,1997.0,3520,4559.0,2929.0,13005
88
+ 86,2016-04-27 00:00:00,2016-04-27 00:00:00,62.1,46.9,0,3343.0,5606,6577.0,4388.0,19914
89
+ 87,2016-04-28 00:00:00,2016-04-28 00:00:00,57.9,48,0,2486.0,4152,5336.0,3657.0,15631
90
+ 88,2016-04-29 00:00:00,2016-04-29 00:00:00,57.0,46.9,0.05,2375.0,4178,5053.0,3348.0,14954
91
+ 89,2016-04-30 00:00:00,2016-04-30 00:00:00,64.0,48,0,3199.0,4952,5675.0,3606.0,17432
92
+ 90,2016-04-01 00:00:00,2016-04-01 00:00:00,78.1,66,0.01,1704.0,3126,4115.0,2552.0,11497
93
+ 91,2016-04-02 00:00:00,2016-04-02 00:00:00,55.0,48.9,0.15,827.0,1646,2565.0,1884.0,6922
94
+ 92,2016-04-03 00:00:00,2016-04-03 00:00:00,39.9,34,0.09,526.0,1232,1695.0,1306.0,4759
95
+ 93,2016-04-04 00:00:00,2016-04-04 00:00:00,44.1,33.1,0.47 (S),521.0,1067,1440.0,1307.0,4335
96
+ 94,2016-04-05 00:00:00,2016-04-05 00:00:00,42.1,26.1,0,1416.0,2617,3081.0,2357.0,9471
97
+ 95,2016-04-06 00:00:00,2016-04-06 00:00:00,45.0,30,0,1885.0,3329,3856.0,2849.0,11919
98
+ 96,2016-04-07 00:00:00,2016-04-07 00:00:00,57.0,53.1,0.09,1276.0,2581,3282.0,2457.0,9596
99
+ 97,2016-04-08 00:00:00,2016-04-08 00:00:00,46.9,44.1,0.01,1982.0,3455,4113.0,3194.0,12744
100
+ 98,2016-04-09 00:00:00,2016-04-09 00:00:00,43.0,37.9,0.09,504.0,997,1507.0,1502.0,4510
101
+ 99,2016-04-10 00:00:00,2016-04-10 00:00:00,48.9,30.9,0,1447.0,2387,3132.0,2160.0,9126
102
+ 100,2016-04-11 00:00:00,2016-04-11 00:00:00,62.1,46,0.01,2005.0,3791,4334.0,3182.0,13312
103
+ 101,2016-04-12 00:00:00,2016-04-12 00:00:00,57.0,45,0.2,1045.0,2178,2762.0,2082.0,8067
104
+ 102,2016-04-13 00:00:00,2016-04-13 00:00:00,57.0,39.9,0,2840.0,5395,5995.0,4192.0,18422
105
+ 103,2016-04-14 00:00:00,2016-04-14 00:00:00,62.1,44.6,0,2861.0,5309,6030.0,4115.0,18315
106
+ 104,2016-04-15 00:00:00,2016-04-15 00:00:00,64.0,44.1,0,2770.0,5072,5816.0,3912.0,17570
107
+ 105,2016-04-16 00:00:00,2016-04-16 00:00:00,66.0,45,0,2384.0,4316,5624.0,4051.0,16375
108
+ 106,2016-04-17 00:00:00,2016-04-17 00:00:00,73.9,46,0,3147.0,4969,5867.0,4197.0,18180
109
+ 107,2016-04-18 00:00:00,2016-04-18 00:00:00,81.0,52,0,3871.0,6823,7432.0,4964.0,23090
110
+ 108,2016-04-19 00:00:00,2016-04-19 00:00:00,71.1,63,0,3501.0,6951,7834.0,5032.0,23318
111
+ 109,2016-04-20 00:00:00,2016-04-20 00:00:00,68.0,50,0,3450.0,6574,7639.0,4928.0,22591
112
+ 110,2016-04-21 00:00:00,2016-04-21 00:00:00,71.1,50,0,3436.0,6452,7426.0,4813.0,22127
113
+ 111,2016-04-22 00:00:00,2016-04-22 00:00:00,78.1,63,T,2975.0,4907,6093.0,3862.0,17837
114
+ 112,2016-04-23 00:00:00,2016-04-23 00:00:00,70.0,61,0.16,2055.0,3276,4856.0,3239.0,13426
115
+ 113,2016-04-24 00:00:00,2016-04-24 00:00:00,68.0,48,0,2798.0,4650,5335.0,3957.0,16740
116
+ 114,2016-04-25 00:00:00,2016-04-25 00:00:00,66.9,54,0,3463.0,5978,6845.0,4564.0,20850
117
+ 115,2016-04-26 00:00:00,2016-04-26 00:00:00,60.1,46.9,0.24,1997.0,3520,4559.0,2929.0,13005
118
+ 116,2016-04-27 00:00:00,2016-04-27 00:00:00,62.1,46.9,0,3343.0,5606,6577.0,4388.0,19914
119
+ 117,2016-04-28 00:00:00,2016-04-28 00:00:00,57.9,48,0,2486.0,4152,5336.0,3657.0,15631
120
+ 118,2016-04-29 00:00:00,2016-04-29 00:00:00,57.0,46.9,0.05,2375.0,4178,5053.0,3348.0,14954
121
+ 119,2016-04-30 00:00:00,2016-04-30 00:00:00,64.0,48,0,3199.0,4952,5675.0,3606.0,17432
122
+ 120,2016-04-01 00:00:00,2016-04-01 00:00:00,78.1,66,0.01,1704.0,3126,4115.0,2552.0,11497
123
+ 121,2016-04-02 00:00:00,2016-04-02 00:00:00,55.0,48.9,0.15,827.0,1646,2565.0,1884.0,6922
124
+ 122,2016-04-03 00:00:00,2016-04-03 00:00:00,39.9,34,0.09,526.0,1232,1695.0,1306.0,4759
125
+ 123,2016-04-04 00:00:00,2016-04-04 00:00:00,44.1,33.1,0.47 (S),521.0,1067,1440.0,1307.0,4335
126
+ 124,2016-04-05 00:00:00,2016-04-05 00:00:00,42.1,26.1,0,1416.0,2617,3081.0,2357.0,9471
127
+ 125,2016-04-06 00:00:00,2016-04-06 00:00:00,45.0,30,0,1885.0,3329,3856.0,2849.0,11919
128
+ 126,2016-04-07 00:00:00,2016-04-07 00:00:00,57.0,53.1,0.09,1276.0,2581,3282.0,2457.0,9596
129
+ 127,2016-04-08 00:00:00,2016-04-08 00:00:00,46.9,44.1,0.01,1982.0,3455,4113.0,3194.0,12744
130
+ 128,2016-04-09 00:00:00,2016-04-09 00:00:00,43.0,37.9,0.09,504.0,997,1507.0,1502.0,4510
131
+ 129,2016-04-10 00:00:00,2016-04-10 00:00:00,48.9,30.9,0,1447.0,2387,3132.0,2160.0,9126
132
+ 130,2016-04-11 00:00:00,2016-04-11 00:00:00,62.1,46,0.01,2005.0,3791,4334.0,3182.0,13312
133
+ 131,2016-04-12 00:00:00,2016-04-12 00:00:00,57.0,45,0.2,1045.0,2178,2762.0,2082.0,8067
134
+ 132,2016-04-13 00:00:00,2016-04-13 00:00:00,57.0,39.9,0,2840.0,5395,5995.0,4192.0,18422
135
+ 133,2016-04-14 00:00:00,2016-04-14 00:00:00,62.1,44.6,0,2861.0,5309,6030.0,4115.0,18315
136
+ 134,2016-04-15 00:00:00,2016-04-15 00:00:00,64.0,44.1,0,2770.0,5072,5816.0,3912.0,17570
137
+ 135,2016-04-16 00:00:00,2016-04-16 00:00:00,66.0,45,0,2384.0,4316,5624.0,4051.0,16375
138
+ 136,2016-04-17 00:00:00,2016-04-17 00:00:00,73.9,46,0,3147.0,4969,5867.0,4197.0,18180
139
+ 137,2016-04-18 00:00:00,2016-04-18 00:00:00,81.0,52,0,3871.0,6823,7432.0,4964.0,23090
140
+ 138,2016-04-19 00:00:00,2016-04-19 00:00:00,71.1,63,0,3501.0,6951,7834.0,5032.0,23318
141
+ 139,2016-04-20 00:00:00,2016-04-20 00:00:00,68.0,50,0,3450.0,6574,7639.0,4928.0,22591
142
+ 140,2016-04-21 00:00:00,2016-04-21 00:00:00,71.1,50,0,3436.0,6452,7426.0,4813.0,22127
143
+ 141,2016-04-22 00:00:00,2016-04-22 00:00:00,78.1,63,T,2975.0,4907,6093.0,3862.0,17837
144
+ 142,2016-04-23 00:00:00,2016-04-23 00:00:00,70.0,61,0.16,2055.0,3276,4856.0,3239.0,13426
145
+ 143,2016-04-24 00:00:00,2016-04-24 00:00:00,68.0,48,0,2798.0,4650,5335.0,3957.0,16740
146
+ 144,2016-04-25 00:00:00,2016-04-25 00:00:00,66.9,54,0,3463.0,5978,6845.0,4564.0,20850
147
+ 145,2016-04-26 00:00:00,2016-04-26 00:00:00,60.1,46.9,0.24,1997.0,3520,4559.0,2929.0,13005
148
+ 146,2016-04-27 00:00:00,2016-04-27 00:00:00,62.1,46.9,0,3343.0,5606,6577.0,4388.0,19914
149
+ 147,2016-04-28 00:00:00,2016-04-28 00:00:00,57.9,48,0,2486.0,4152,5336.0,3657.0,15631
150
+ 148,2016-04-29 00:00:00,2016-04-29 00:00:00,57.0,46.9,0.05,2375.0,4178,5053.0,3348.0,14954
151
+ 149,2016-04-30 00:00:00,2016-04-30 00:00:00,64.0,48,0,3199.0,4952,5675.0,3606.0,17432
152
+ 150,2016-04-01 00:00:00,2016-04-01 00:00:00,78.1,66,0.01,1704.0,3126,4115.0,2552.0,11497
153
+ 151,2016-04-02 00:00:00,2016-04-02 00:00:00,55.0,48.9,0.15,827.0,1646,2565.0,1884.0,6922
154
+ 152,2016-04-03 00:00:00,2016-04-03 00:00:00,39.9,34,0.09,526.0,1232,1695.0,1306.0,4759
155
+ 153,2016-04-04 00:00:00,2016-04-04 00:00:00,44.1,33.1,0.47 (S),521.0,1067,1440.0,1307.0,4335
156
+ 154,2016-04-05 00:00:00,2016-04-05 00:00:00,42.1,26.1,0,1416.0,2617,3081.0,2357.0,9471
157
+ 155,2016-04-06 00:00:00,2016-04-06 00:00:00,45.0,30,0,1885.0,3329,3856.0,2849.0,11919
158
+ 156,2016-04-07 00:00:00,2016-04-07 00:00:00,57.0,53.1,0.09,1276.0,2581,3282.0,2457.0,9596
159
+ 157,2016-04-08 00:00:00,2016-04-08 00:00:00,46.9,44.1,0.01,1982.0,3455,4113.0,3194.0,12744
160
+ 158,2016-04-09 00:00:00,2016-04-09 00:00:00,43.0,37.9,0.09,504.0,997,1507.0,1502.0,4510
161
+ 159,2016-04-10 00:00:00,2016-04-10 00:00:00,48.9,30.9,0,1447.0,2387,3132.0,2160.0,9126
162
+ 160,2016-04-11 00:00:00,2016-04-11 00:00:00,62.1,46,0.01,2005.0,3791,4334.0,3182.0,13312
163
+ 161,2016-04-12 00:00:00,2016-04-12 00:00:00,57.0,45,0.2,1045.0,2178,2762.0,2082.0,8067
164
+ 162,2016-04-13 00:00:00,2016-04-13 00:00:00,57.0,39.9,0,2840.0,5395,5995.0,4192.0,18422
165
+ 163,2016-04-14 00:00:00,2016-04-14 00:00:00,62.1,44.6,0,2861.0,5309,6030.0,4115.0,18315
166
+ 164,2016-04-15 00:00:00,2016-04-15 00:00:00,64.0,44.1,0,2770.0,5072,5816.0,3912.0,17570
167
+ 165,2016-04-16 00:00:00,2016-04-16 00:00:00,66.0,45,0,2384.0,4316,5624.0,4051.0,16375
168
+ 166,2016-04-17 00:00:00,2016-04-17 00:00:00,73.9,46,0,3147.0,4969,5867.0,4197.0,18180
169
+ 167,2016-04-18 00:00:00,2016-04-18 00:00:00,81.0,52,0,3871.0,6823,7432.0,4964.0,23090
170
+ 168,2016-04-19 00:00:00,2016-04-19 00:00:00,71.1,63,0,3501.0,6951,7834.0,5032.0,23318
171
+ 169,2016-04-20 00:00:00,2016-04-20 00:00:00,68.0,50,0,3450.0,6574,7639.0,4928.0,22591
172
+ 170,2016-04-21 00:00:00,2016-04-21 00:00:00,71.1,50,0,3436.0,6452,7426.0,4813.0,22127
173
+ 171,2016-04-22 00:00:00,2016-04-22 00:00:00,78.1,63,T,2975.0,4907,6093.0,3862.0,17837
174
+ 172,2016-04-23 00:00:00,2016-04-23 00:00:00,70.0,61,0.16,2055.0,3276,4856.0,3239.0,13426
175
+ 173,2016-04-24 00:00:00,2016-04-24 00:00:00,68.0,48,0,2798.0,4650,5335.0,3957.0,16740
176
+ 174,2016-04-25 00:00:00,2016-04-25 00:00:00,66.9,54,0,3463.0,5978,6845.0,4564.0,20850
177
+ 175,2016-04-26 00:00:00,2016-04-26 00:00:00,60.1,46.9,0.24,1997.0,3520,4559.0,2929.0,13005
178
+ 176,2016-04-27 00:00:00,2016-04-27 00:00:00,62.1,46.9,0,3343.0,5606,6577.0,4388.0,19914
179
+ 177,2016-04-28 00:00:00,2016-04-28 00:00:00,57.9,48,0,2486.0,4152,5336.0,3657.0,15631
180
+ 178,2016-04-29 00:00:00,2016-04-29 00:00:00,57.0,46.9,0.05,2375.0,4178,5053.0,3348.0,14954
181
+ 179,2016-04-30 00:00:00,2016-04-30 00:00:00,64.0,48,0,3199.0,4952,5675.0,3606.0,17432
182
+ 180,2016-04-01 00:00:00,2016-04-01 00:00:00,78.1,66,0.01,1704.0,3126,4115.0,2552.0,11497
183
+ 181,2016-04-02 00:00:00,2016-04-02 00:00:00,55.0,48.9,0.15,827.0,1646,2565.0,1884.0,6922
184
+ 182,2016-04-03 00:00:00,2016-04-03 00:00:00,39.9,34,0.09,526.0,1232,1695.0,1306.0,4759
185
+ 183,2016-04-04 00:00:00,2016-04-04 00:00:00,44.1,33.1,0.47 (S),521.0,1067,1440.0,1307.0,4335
186
+ 184,2016-04-05 00:00:00,2016-04-05 00:00:00,42.1,26.1,0,1416.0,2617,3081.0,2357.0,9471
187
+ 185,2016-04-06 00:00:00,2016-04-06 00:00:00,45.0,30,0,1885.0,3329,3856.0,2849.0,11919
188
+ 186,2016-04-07 00:00:00,2016-04-07 00:00:00,57.0,53.1,0.09,1276.0,2581,3282.0,2457.0,9596
189
+ 187,2016-04-08 00:00:00,2016-04-08 00:00:00,46.9,44.1,0.01,1982.0,3455,4113.0,3194.0,12744
190
+ 188,2016-04-09 00:00:00,2016-04-09 00:00:00,43.0,37.9,0.09,504.0,997,1507.0,1502.0,4510
191
+ 189,2016-04-10 00:00:00,2016-04-10 00:00:00,48.9,30.9,0,1447.0,2387,3132.0,2160.0,9126
192
+ 190,2016-04-11 00:00:00,2016-04-11 00:00:00,62.1,46,0.01,2005.0,3791,4334.0,3182.0,13312
193
+ 191,2016-04-12 00:00:00,2016-04-12 00:00:00,57.0,45,0.2,1045.0,2178,2762.0,2082.0,8067
194
+ 192,2016-04-13 00:00:00,2016-04-13 00:00:00,57.0,39.9,0,2840.0,5395,5995.0,4192.0,18422
195
+ 193,2016-04-14 00:00:00,2016-04-14 00:00:00,62.1,44.6,0,2861.0,5309,6030.0,4115.0,18315
196
+ 194,2016-04-15 00:00:00,2016-04-15 00:00:00,64.0,44.1,0,2770.0,5072,5816.0,3912.0,17570
197
+ 195,2016-04-16 00:00:00,2016-04-16 00:00:00,66.0,45,0,2384.0,4316,5624.0,4051.0,16375
198
+ 196,2016-04-17 00:00:00,2016-04-17 00:00:00,73.9,46,0,3147.0,4969,5867.0,4197.0,18180
199
+ 197,2016-04-18 00:00:00,2016-04-18 00:00:00,81.0,52,0,3871.0,6823,7432.0,4964.0,23090
200
+ 198,2016-04-19 00:00:00,2016-04-19 00:00:00,71.1,63,0,3501.0,6951,7834.0,5032.0,23318
201
+ 199,2016-04-20 00:00:00,2016-04-20 00:00:00,68.0,50,0,3450.0,6574,7639.0,4928.0,22591
202
+ 200,2016-04-21 00:00:00,2016-04-21 00:00:00,71.1,50,0,3436.0,6452,7426.0,4813.0,22127
203
+ 201,2016-04-22 00:00:00,2016-04-22 00:00:00,78.1,63,T,2975.0,4907,6093.0,3862.0,17837
204
+ 202,2016-04-23 00:00:00,2016-04-23 00:00:00,70.0,61,0.16,2055.0,3276,4856.0,3239.0,13426
205
+ 203,2016-04-24 00:00:00,2016-04-24 00:00:00,68.0,48,0,2798.0,4650,5335.0,3957.0,16740
206
+ 204,2016-04-25 00:00:00,2016-04-25 00:00:00,66.9,54,0,3463.0,5978,6845.0,4564.0,20850
207
+ 205,2016-04-26 00:00:00,2016-04-26 00:00:00,60.1,46.9,0.24,1997.0,3520,4559.0,2929.0,13005
208
+ 206,2016-04-27 00:00:00,2016-04-27 00:00:00,62.1,46.9,0,3343.0,5606,6577.0,4388.0,19914
209
+ 207,2016-04-28 00:00:00,2016-04-28 00:00:00,57.9,48,0,2486.0,4152,5336.0,3657.0,15631
210
+ 208,2016-04-29 00:00:00,2016-04-29 00:00:00,57.0,46.9,0.05,2375.0,4178,5053.0,3348.0,14954
211
+ 209,2016-04-30 00:00:00,2016-04-30 00:00:00,64.0,48,0,3199.0,4952,5675.0,3606.0,17432
assignment-1/poetry.lock ADDED
The diff for this file is too large to render. See raw diff
 
assignment-1/pyproject.toml ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [tool.poetry]
2
+ name = "assignment-1"
3
+ version = "0.1.0"
4
+ description = ""
5
+ authors = ["Your Name <you@example.com>"]
6
+ readme = "README.md"
7
+ packages = [{include = "assignment_1"}]
8
+
9
+ [tool.poetry.dependencies]
10
+ python = "^3.10"
11
+ black = "^23.1.0"
12
+ jupyterlab = "^3.6.1"
13
+ ipython = "^8.10.0"
14
+ numpy = "^1.24.2"
15
+ pandas = "^1.5.3"
16
+ jax = "^0.4.4"
17
+ matplotlib = "^3.7.0"
18
+ seaborn = "^0.12.2"
19
+
20
+
21
+ [build-system]
22
+ requires = ["poetry-core"]
23
+ build-backend = "poetry.core.masonry.api"
assignment-1/tests/__init__.py ADDED
File without changes