Merge branch 'develop'

alkaline-ml · Jun 2, 2017 · 9f6697d · 9f6697d
2 parents 1e535f5 + 26f3fd3
commit 9f6697d
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diff --git a/README.md b/README.md
@@ -22,42 +22,22 @@ from pyramid.arima import auto_arima
 
 # this is a dataset from R
 wineind = np.array([
-    15136, 16733, 20016, 17708, 18019,
-    19227, 22893, 23739, 21133, 22591,
-    26786, 29740, 15028, 17977, 20008,
-    21354, 19498, 22125, 25817, 28779,
-    20960, 22254, 27392, 29945, 16933,
-    17892, 20533, 23569, 22417, 22084,
-    26580, 27454, 24081, 23451, 28991,
-    31386, 16896, 20045, 23471, 21747,
-    25621, 23859, 25500, 30998, 24475,
-    23145, 29701, 34365, 17556, 22077,
-    25702, 22214, 26886, 23191, 27831,
-    35406, 23195, 25110, 30009, 36242,
-    18450, 21845, 26488, 22394, 28057,
-    25451, 24872, 33424, 24052, 28449,
-    33533, 37351, 19969, 21701, 26249,
-    24493, 24603, 26485, 30723, 34569,
-    26689, 26157, 32064, 38870, 21337,
-    19419, 23166, 28286, 24570, 24001,
-    33151, 24878, 26804, 28967, 33311,
-    40226, 20504, 23060, 23562, 27562,
-    23940, 24584, 34303, 25517, 23494,
-    29095, 32903, 34379, 16991, 21109,
-    23740, 25552, 21752, 20294, 29009,
-    25500, 24166, 26960, 31222, 38641,
-    14672, 17543, 25453, 32683, 22449,
-    22316, 27595, 25451, 25421, 25288,
-    32568, 35110, 16052, 22146, 21198,
-    19543, 22084, 23816, 29961, 26773,
-    26635, 26972, 30207, 38687, 16974,
-    21697, 24179, 23757, 25013, 24019,
-    30345, 24488, 25156, 25650, 30923,
-    37240, 17466, 19463, 24352, 26805,
-    25236, 24735, 29356, 31234, 22724,
-    28496, 32857, 37198, 13652, 22784,
-    23565, 26323, 23779, 27549, 29660,
-    23356]
+    # Jan    Feb    Mar    Apr    May    Jun    Jul    Aug    Sep    Oct    Nov    Dec
+    15136, 16733, 20016, 17708, 18019, 19227, 22893, 23739, 21133, 22591, 26786, 29740,
+    15028, 17977, 20008, 21354, 19498, 22125, 25817, 28779, 20960, 22254, 27392, 29945,
+    16933, 17892, 20533, 23569, 22417, 22084, 26580, 27454, 24081, 23451, 28991, 31386,
+    16896, 20045, 23471, 21747, 25621, 23859, 25500, 30998, 24475, 23145, 29701, 34365,
+    17556, 22077, 25702, 22214, 26886, 23191, 27831, 35406, 23195, 25110, 30009, 36242,
+    18450, 21845, 26488, 22394, 28057, 25451, 24872, 33424, 24052, 28449, 33533, 37351,
+    19969, 21701, 26249, 24493, 24603, 26485, 30723, 34569, 26689, 26157, 32064, 38870,
+    21337, 19419, 23166, 28286, 24570, 24001, 33151, 24878, 26804, 28967, 33311, 40226,
+    20504, 23060, 23562, 27562, 23940, 24584, 34303, 25517, 23494, 29095, 32903, 34379,
+    16991, 21109, 23740, 25552, 21752, 20294, 29009, 25500, 24166, 26960, 31222, 38641,
+    14672, 17543, 25453, 32683, 22449, 22316, 27595, 25451, 25421, 25288, 32568, 35110,
+    16052, 22146, 21198, 19543, 22084, 23816, 29961, 26773, 26635, 26972, 30207, 38687,
+    16974, 21697, 24179, 23757, 25013, 24019, 30345, 24488, 25156, 25650, 30923, 37240,
+    17466, 19463, 24352, 26805, 25236, 24735, 29356, 31234, 22724, 28496, 32857, 37198,
+    13652, 22784, 23565, 26323, 23779, 27549, 29660, 23356]
 ).astype(np.float64)
 
 # fit many models returning the best one