Python/machine_learning/forecasting/ex_data.csv

total_users,total_events,days
18231,0.0,1
22621,1.0,2
15675,0.0,3
23583,1.0,4
68351,5.0,5
34338,3.0,6
19238,0.0,0
24192,0.0,1
70349,0.0,2
103510,0.0,3
128355,1.0,4
148484,6.0,5
153489,3.0,6
162667,1.0,0
311430,3.0,1
435663,7.0,2
273526,0.0,3
628588,2.0,4
454989,13.0,5
539040,3.0,6
52974,1.0,0
103451,2.0,1
810020,5.0,2
580982,3.0,3
216515,0.0,4
134694,10.0,5
93563,1.0,6
55432,1.0,0
169634,1.0,1
254908,4.0,2
315285,3.0,3
191764,0.0,4
514284,7.0,5
181214,4.0,6
78459,2.0,0
161620,3.0,1
245610,4.0,2
326722,5.0,3
214578,0.0,4
312365,5.0,5
232454,4.0,6
178368,1.0,0
97152,1.0,1
222813,4.0,2
285852,4.0,3
192149,1.0,4
142241,1.0,5
173011,2.0,6
56488,3.0,0
89572,2.0,1
356082,2.0,2
172799,0.0,3
142300,1.0,4
78432,2.0,5
539023,9.0,6
62389,1.0,0
70247,1.0,1
89229,0.0,2
94583,1.0,3
102455,0.0,4
129270,0.0,5
311409,1.0,6
1837026,0.0,0
361824,0.0,1
111379,2.0,2
76337,2.0,3
96747,0.0,4
92058,0.0,5
81929,2.0,6
143423,0.0,0
82939,0.0,1
74403,1.0,2
68234,0.0,3
94556,1.0,4
80311,0.0,5
75283,3.0,6
77724,0.0,0
49229,2.0,1
65708,2.0,2
273864,1.0,3
1711281,0.0,4
1900253,5.0,5
343071,1.0,6
1551326,0.0,0
56636,1.0,1
272782,2.0,2
1785678,0.0,3
241866,0.0,4
461904,0.0,5
2191901,2.0,6
102925,0.0,0
242778,1.0,1
298608,0.0,2
322458,10.0,3
216027,9.0,4
916052,12.0,5
193278,12.0,6
263207,8.0,0
672948,10.0,1
281909,1.0,2
384562,1.0,3
1027375,2.0,4
828905,9.0,5
624188,22.0,6
392218,8.0,0
292581,10.0,1
299869,12.0,2
769455,20.0,3
316443,8.0,4
1212864,24.0,5
1397338,28.0,6
223249,8.0,0
191264,14.0,1
Update run.py in machine_learning/forecasting (#8957) * Fixed reading CSV file, added type check for data_safety_checker function * Formatted run.py * updating DIRECTORY.md --------- Co-authored-by: github-actions <${GITHUB_ACTOR}@users.noreply.github.com> 2023-08-14 07:16:24 +00:00			`total_users,total_events,days`
Forecast (#3219) * add forecasting code * add statsmodel * sort import * sort import fix * fixing black * sort requirement * optimize code * try with limited data * sort again * sort fix * sort fix * delete warning and black * add code for forecasting * use black * add more hints to describe * add doctest * finding whitespace * fixing doctest * delete * revert back * revert back * revert back again * revert back again * revert back again * try trimming whitespace * try adding doctypeand etc * fixing reviews * deleting all the space * fixing the build * delete x * add description for safety checker * deleting subscription integer * fix docthint * make def to use function parameters and return values * make def to use function parameters and return values * type hints on data safety checker * optimize code * Update run.py Co-authored-by: FVFYK3GEHV22 <fvfyk3gehv22@FVFYK3GEHV22s-MacBook-Pro.local> Co-authored-by: Christian Clauss <cclauss@me.com> 2020-10-24 14:07:27 +00:00			`18231,0.0,1`
			`22621,1.0,2`
			`15675,0.0,3`
			`23583,1.0,4`
			`68351,5.0,5`
			`34338,3.0,6`
			`19238,0.0,0`
			`24192,0.0,1`
			`70349,0.0,2`
			`103510,0.0,3`
			`128355,1.0,4`
			`148484,6.0,5`
			`153489,3.0,6`
			`162667,1.0,0`
			`311430,3.0,1`
			`435663,7.0,2`
			`273526,0.0,3`
			`628588,2.0,4`
			`454989,13.0,5`
			`539040,3.0,6`
			`52974,1.0,0`
			`103451,2.0,1`
			`810020,5.0,2`
			`580982,3.0,3`
			`216515,0.0,4`
			`134694,10.0,5`
			`93563,1.0,6`
			`55432,1.0,0`
			`169634,1.0,1`
			`254908,4.0,2`
			`315285,3.0,3`
			`191764,0.0,4`
			`514284,7.0,5`
			`181214,4.0,6`
			`78459,2.0,0`
			`161620,3.0,1`
			`245610,4.0,2`
			`326722,5.0,3`
			`214578,0.0,4`
			`312365,5.0,5`
			`232454,4.0,6`
			`178368,1.0,0`
			`97152,1.0,1`
			`222813,4.0,2`
			`285852,4.0,3`
			`192149,1.0,4`
			`142241,1.0,5`
			`173011,2.0,6`
			`56488,3.0,0`
			`89572,2.0,1`
			`356082,2.0,2`
			`172799,0.0,3`
			`142300,1.0,4`
			`78432,2.0,5`
			`539023,9.0,6`
			`62389,1.0,0`
			`70247,1.0,1`
			`89229,0.0,2`
			`94583,1.0,3`
			`102455,0.0,4`
			`129270,0.0,5`
			`311409,1.0,6`
			`1837026,0.0,0`
			`361824,0.0,1`
			`111379,2.0,2`
			`76337,2.0,3`
			`96747,0.0,4`
			`92058,0.0,5`
			`81929,2.0,6`
			`143423,0.0,0`
			`82939,0.0,1`
			`74403,1.0,2`
			`68234,0.0,3`
			`94556,1.0,4`
			`80311,0.0,5`
			`75283,3.0,6`
			`77724,0.0,0`
			`49229,2.0,1`
			`65708,2.0,2`
			`273864,1.0,3`
			`1711281,0.0,4`
			`1900253,5.0,5`
			`343071,1.0,6`
			`1551326,0.0,0`
			`56636,1.0,1`
			`272782,2.0,2`
			`1785678,0.0,3`
			`241866,0.0,4`
			`461904,0.0,5`
			`2191901,2.0,6`
			`102925,0.0,0`
			`242778,1.0,1`
			`298608,0.0,2`
			`322458,10.0,3`
			`216027,9.0,4`
			`916052,12.0,5`
			`193278,12.0,6`
			`263207,8.0,0`
			`672948,10.0,1`
			`281909,1.0,2`
			`384562,1.0,3`
			`1027375,2.0,4`
			`828905,9.0,5`
			`624188,22.0,6`
			`392218,8.0,0`
			`292581,10.0,1`
			`299869,12.0,2`
			`769455,20.0,3`
			`316443,8.0,4`
			`1212864,24.0,5`
			`1397338,28.0,6`
			`223249,8.0,0`
			`191264,14.0,1`