장유진

LSTM 코드 및 데이터 추가

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1 +date,open,high,low,close,vol
2 +2018-05-04,53000,53900,51800,51900,39565391
3 +2018-05-08,52600,53200,51900,52600,23104720
4 +2018-05-09,52600,52800,50900,50900,16128305
5 +2018-05-10,51700,51700,50600,51600,13905263
6 +2018-05-11,52000,52200,51200,51300,10314997
7 +2018-05-14,51000,51100,49900,50100,14909272
8 +2018-05-15,50200,50400,49100,49200,18709146
9 +2018-05-16,49200,50200,49150,49850,15918683
10 +2018-05-17,50300,50500,49400,49400,10365440
11 +2018-05-18,49900,49900,49350,49500,6706570
12 +2018-05-21,49650,50200,49100,50000,9020998
13 +2018-05-23,50600,52000,50400,51800,17095490
14 +2018-05-24,52000,52000,51100,51400,8289275
15 +2018-05-25,51000,52800,50800,52700,15207266
16 +2018-05-28,52500,53000,52000,52300,9787820
17 +2018-05-29,52200,52500,51300,51300,8480437
18 +2018-05-30,51300,51500,49100,49500,20498098
19 +2018-05-31,50400,50800,49850,50700,63491109
20 +2018-06-01,50500,51700,49950,51300,13038499
21 +2018-06-04,50800,51200,50700,51100,9767171
22 +2018-06-05,51100,51400,50400,51300,9144100
23 +2018-06-07,51800,51800,50500,50600,13590016
24 +2018-06-08,50200,50400,49600,49650,16951706
25 +2018-06-11,49750,50300,49350,49900,10571312
26 +2018-06-12,49700,49800,49250,49400,12110569
27 +2018-06-14,49000,49000,48200,48200,20971729
28 +2018-06-15,48500,48700,47650,47650,17080892
29 +2018-06-18,47600,47650,46200,46600,16661870
30 +2018-06-19,47200,47350,46500,47000,15217971
31 +2018-06-20,47450,47600,46850,47000,12959316
32 +2018-06-21,47900,47900,47050,47050,10015541
33 +2018-06-22,47000,47250,46200,47250,10298006
34 +2018-06-25,47050,47050,46150,46650,10587711
35 +2018-06-26,45900,47300,45900,47000,11223166
36 +2018-06-27,47450,48500,47000,47950,15274752
37 +2018-06-28,46850,47150,46600,46800,12784800
38 +2018-06-29,46250,47150,46200,46650,14099635
39 +2018-07-02,46500,47150,45500,45550,13112253
40 +2018-07-03,45750,46450,45750,46150,10959655
41 +2018-07-04,46700,47050,46050,46250,8776763
42 +2018-07-05,46100,46550,45600,45950,7039773
43 +2018-07-06,45500,45850,44650,44900,17843706
44 +2018-07-09,45500,46100,45200,45600,11602464
45 +2018-07-10,46200,46550,46100,46300,10528665
46 +2018-07-11,46400,46450,45400,46000,11224077
47 +2018-07-12,45900,46250,45450,45500,11828104
48 +2018-07-13,45800,46500,45750,46500,11543389
49 +2018-07-16,46800,46800,46000,46050,7678719
50 +2018-07-17,46150,46200,45600,45850,8892953
51 +2018-07-18,46700,47200,46450,46550,10952645
52 +2018-07-19,47050,47200,46600,46900,9880128
53 +2018-07-20,47000,47600,46700,47450,10474547
54 +2018-07-23,47100,47200,46150,46500,10823782
55 +2018-07-24,46350,46600,45950,46150,8261363
56 +2018-07-25,46250,46550,45900,46150,7222471
57 +2018-07-26,46100,47000,46000,46900,7374946
58 +2018-07-27,46450,47000,46450,46900,4762460
59 +2018-07-30,46550,46800,46350,46500,5723035
60 +2018-07-31,46200,46450,46000,46250,8033607
61 +2018-08-01,46050,46850,46050,46550,7484499
62 +2018-08-02,46550,46800,45500,45550,8560924
63 +2018-08-03,45850,45900,45450,45750,8274944
64 +2018-08-06,46150,46150,45750,45800,6771979
65 +2018-08-07,46300,46750,45900,46700,9058174
66 +2018-08-08,47000,47000,46550,46800,6429338
67 +2018-08-09,47000,47050,46450,46900,12010886
68 +2018-08-10,46150,46400,44850,45400,16670643
69 +2018-08-13,44950,45100,44650,45050,9803831
70 +2018-08-14,44850,45400,44850,45150,6409259
71 +2018-08-16,43800,44650,43700,44250,10088229
72 +2018-08-17,44050,44400,44050,44100,6808747
73 +2018-08-20,43500,44200,43500,43850,7289124
74 +2018-08-21,43700,44900,43700,44800,9520270
75 +2018-08-22,45150,46200,44900,46100,11641656
76 +2018-08-23,46150,46200,45700,46200,6730918
77 +2018-08-24,45900,46400,45550,46150,6582535
78 +2018-08-27,46100,46550,46000,46300,5263782
79 +2018-08-28,46800,46950,46300,46550,7365976
80 +2018-08-29,46750,46800,46400,46800,5572374
81 +2018-08-30,46950,47950,46700,47650,12193231
82 +2018-08-31,47100,48450,47000,48450,13577454
83 +2018-09-03,48200,48300,47300,47450,8595084
84 +2018-09-04,47550,47800,47200,47650,6791255
85 +2018-09-05,47300,47450,46400,46600,9139998
86 +2018-09-06,46200,46400,45800,46100,9040553
87 +2018-09-07,44500,45200,44400,44900,18285508
88 +2018-09-10,45450,45550,45000,45500,9979838
89 +2018-09-11,45550,45900,45050,45050,9865790
90 +2018-09-12,44900,45100,44500,44550,12995269
91 +2018-09-13,44550,44750,44000,44050,18277942
92 +2018-09-14,45000,45850,44900,45850,12446344
93 +2018-09-17,45550,45800,44900,45150,8123384
94 +2018-09-18,44950,45900,44700,45500,9987090
95 +2018-09-19,46000,46200,45700,46150,9367454
96 +2018-09-20,46850,47600,46400,47250,13536966
97 +2018-09-21,46550,47550,46550,47400,14476906
98 +2018-09-27,46950,47500,46450,47500,15804586
99 +2018-09-28,47250,47250,46300,46450,11270515
100 +2018-10-01,46450,46800,45800,46350,6354983
101 +2018-10-02,46450,46700,45700,45700,6607188
102 +2018-10-04,45150,45600,44700,44700,11865327
103 +2018-10-05,44800,45500,44550,44700,10544165
104 +2018-10-08,44200,45200,44200,44950,6759464
105 +2018-10-10,45250,45500,44500,45300,10341349
106 +2018-10-11,44000,44650,43100,43100,19324537
107 +2018-10-12,43200,44650,43200,44000,12640906
108 +2018-10-15,44050,44050,43350,43800,7434522
109 +2018-10-16,43700,44150,43350,43600,6825677
110 +2018-10-17,44150,44500,44000,44150,8306193
111 +2018-10-18,43950,44450,43700,44050,8347725
112 +2018-10-19,43900,44150,43450,43900,7842520
113 +2018-10-22,43450,43950,43200,43550,8357648
114 +2018-10-23,43300,43450,42550,43050,9531231
115 +2018-10-24,43050,43100,42250,42550,13522825
116 +2018-10-25,40600,41550,40550,41000,19338170
117 +2018-10-26,41100,41300,40400,41000,14413864
118 +2018-10-29,40850,41950,40550,41400,14460521
119 +2018-10-30,41400,43000,41000,42350,14205190
120 +2018-10-31,42900,43350,41700,42400,17621480
121 +2018-11-01,42450,42950,42150,42150,13423132
122 +2018-11-02,43050,44250,42800,44150,16517112
123 +2018-11-05,43750,43800,42900,43800,9426777
124 +2018-11-06,43750,43800,42950,43750,7713625
125 +2018-11-07,43600,44500,43400,44000,11553998
126 +2018-11-08,44900,45050,44050,44050,12617397
127 +2018-11-09,44450,44850,43900,44300,7318500
128 +2018-11-12,43850,45250,43700,45200,8552566
129 +2018-11-13,43900,44500,43400,44500,9311126
130 +2018-11-14,44500,44500,43800,44100,6783344
131 +2018-11-15,44050,44350,43500,44250,5864067
132 +2018-11-16,44600,44750,43700,44000,7777124
133 +2018-11-19,44050,44250,43450,43650,7538720
134 +2018-11-20,42450,43000,42100,42800,9420664
135 +2018-11-21,41800,42300,41800,42100,10769589
136 +2018-11-22,42000,42650,42000,42450,5970796
137 +2018-11-23,42450,42600,41900,42400,5192638
138 +2018-11-26,42150,42800,42100,42600,6613009
139 +2018-11-27,42900,43100,42500,43050,8367091
140 +2018-11-28,42800,43200,42750,43150,6943099
141 +2018-11-29,43850,43850,42900,43150,8473511
142 +2018-11-30,43450,44000,41750,41850,19775519
143 +2018-12-03,42750,43400,42400,43250,12110702
144 +2018-12-04,42650,42900,41900,42150,14347746
145 +2018-12-05,40900,41750,40850,41450,12631983
146 +2018-12-06,40600,41100,40450,40500,14251826
147 +2018-12-07,40900,41400,40850,40950,11433083
148 +2018-12-10,40450,40650,40000,40200,14892263
149 +2018-12-11,40600,40700,40200,40250,10638766
150 +2018-12-12,40250,40700,40150,40450,12024279
151 +2018-12-13,40650,40750,40000,40000,26254646
152 +2018-12-14,40200,40200,38700,38950,19671783
153 +2018-12-17,38650,39600,38650,39150,11532968
154 +2018-12-18,38300,39200,38300,38900,11042101
155 +2018-12-19,38900,39350,38850,39100,9942037
156 +2018-12-20,38600,39100,38500,38650,11937617
157 +2018-12-21,38200,38650,38100,38650,14947080
158 +2018-12-24,38500,39050,38300,38800,9729530
159 +2018-12-26,38400,38750,38300,38350,12707675
160 +2018-12-27,38700,38800,38100,38250,10510643
161 +2018-12-28,38250,38900,38200,38700,9900267
162 +2019-01-02,39400,39400,38550,38750,7847664
163 +2019-01-03,38300,38550,37450,37600,12471493
164 +2019-01-04,37450,37600,36850,37450,14108958
165 +2019-01-07,38000,38900,37800,38750,12748997
166 +2019-01-08,38000,39200,37950,38100,12756554
167 +2019-01-09,38650,39600,38300,39600,17452708
168 +2019-01-10,40000,40150,39600,39800,14731699
169 +2019-01-11,40350,40550,39950,40500,11661063
170 +2019-01-14,40450,40700,39850,40050,11984996
171 +2019-01-15,40050,41100,39850,41100,11492756
172 +2019-01-16,41150,41450,40700,41450,8491595
173 +2019-01-17,41700,42100,41450,41950,11736903
174 +2019-01-18,42000,42400,41950,42300,11029256
175 +2019-01-21,42700,42750,41900,42750,11355701
176 +2019-01-22,42750,42850,41850,42150,9964356
177 +2019-01-23,41350,42250,41350,42000,11071079
178 +2019-01-24,43050,43100,42350,43050,14747623
179 +2019-01-25,44300,44750,43750,44750,22789395
180 +2019-01-28,45000,45500,44600,45050,17998914
181 +2019-01-29,45050,45500,44350,45500,16215017
182 +2019-01-30,44800,46400,44800,46400,17505980
183 +2019-01-31,46650,47050,46150,46150,21621145
184 +2019-02-01,46650,46950,46250,46350,13832454
185 +2019-02-07,46800,47100,46200,46200,15872001
186 +2019-02-08,45700,45700,44650,44800,12689196
187 +2019-02-11,44500,45000,44250,45000,11125044
188 +2019-02-12,44650,46250,44650,46050,13184367
189 +2019-02-13,46400,46700,46000,46200,11299738
190 +2019-02-14,46600,47500,46150,47500,17259341
191 +2019-02-15,46750,46850,45650,46050,10554643
192 +2019-02-18,46500,46850,45850,46200,8183728
193 +2019-02-19,45850,46150,45450,45950,6741395
194 +2019-02-20,46750,47100,46500,46900,11506720
195 +2019-02-21,46500,47200,46200,46950,8694009
196 +2019-02-22,46500,47150,46450,47150,6895772
197 +2019-02-25,47400,47550,47050,47350,7484716
198 +2019-02-26,47350,47450,46500,46750,7985547
199 +2019-02-27,47000,47250,46750,46750,8045211
200 +2019-02-28,46400,46500,45100,45100,23569321
201 +2019-03-04,46000,46100,44800,44850,12926539
202 +2019-03-05,44600,45100,44150,44250,10612405
203 +2019-03-06,44000,44300,43700,44000,10202544
204 +2019-03-07,43400,44950,43400,44450,11049749
205 +2019-03-08,44450,44800,43800,43800,7729069
206 +2019-03-11,44400,44450,43650,43650,10717408
207 +2019-03-12,44300,44950,44150,44650,11431977
208 +2019-03-13,44250,44450,43700,43850,8108343
209 +2019-03-14,43700,44300,43550,43850,18039161
210 +2019-03-15,43800,44250,43700,44200,16814163
211 +2019-03-18,43950,44150,43450,43700,8188876
212 +2019-03-19,43750,43900,43550,43900,7609563
213 +2019-03-20,43800,44200,43100,44050,9846242
214 +2019-03-21,44600,46250,44050,45850,21138016
215 +2019-03-22,46850,47000,46250,46550,12535911
216 +2019-03-25,45300,45650,44800,45500,8699728
217 +2019-03-26,45500,45700,44900,45250,9729811
218 +2019-03-27,44750,45600,44250,45350,9568081
219 +2019-03-28,44950,45200,44300,44850,6821306
220 +2019-03-29,44500,44900,44200,44650,11491713
221 +2019-04-01,45200,45450,44850,45050,7362129
222 +2019-04-02,45550,46100,45350,45750,9480688
223 +2019-04-03,46750,46750,45800,46600,12436570
224 +2019-04-04,46150,47100,46150,46950,12650168
225 +2019-04-05,46950,47550,46600,46850,8546339
226 +2019-04-08,47250,47250,46150,46650,8507909
227 +2019-04-09,46700,46950,46200,46650,6878761
228 +2019-04-10,46400,46700,46050,46700,11883995
229 +2019-04-11,46700,46800,46150,46250,13697399
230 +2019-04-12,46050,46900,46000,46850,7668936
231 +2019-04-15,47150,47500,47000,47050,8733019
232 +2019-04-16,47400,47400,46800,47250,7730881
233 +2019-04-17,47300,47600,47000,47050,5513658
234 +2019-04-18,47200,47250,45500,45600,12808747
235 +2019-04-19,45750,46000,45250,45300,8479710
236 +2019-04-22,45400,45900,45100,45350,6006957
237 +2019-04-23,45050,45500,45000,45200,6920566
238 +2019-04-24,45400,45650,44150,44750,13299267
239 +2019-04-25,44250,45000,44100,44650,10868965
240 +2019-04-26,44200,45000,43800,44850,9739982
241 +2019-04-29,45150,46150,45100,46150,8777517
242 +2019-04-30,46000,46300,45350,45850,11121273
243 +2019-05-02,45500,46150,45400,45900,8625126
244 +2019-05-03,45900,46050,45300,45300,6562916
245 +2019-05-07,45250,45300,44400,44850,12014907
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247 +2019-05-09,43900,44250,42450,42450,23029718
248 +2019-05-10,42600,43450,42450,42900,14579512
249 +2019-05-13,42500,43200,42350,42650,7635079
250 +2019-05-14,41300,43100,41300,42650,11563730
251 +2019-05-15,42700,43050,42550,42550,7670185
252 +2019-05-16,42350,42400,41350,41550,13687828
253 +2019-05-17,41950,42050,40850,41200,13357951
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296 +2019-07-18,46450,46450,45650,46100,5143554
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298 +2019-07-22,46800,47300,46600,47200,9009109
299 +2019-07-23,47350,47550,47050,47300,9061381
300 +2019-07-24,47100,47150,46250,46400,8756522
301 +2019-07-25,47150,47200,46600,47200,8408838
302 +2019-07-26,46650,47150,46550,47150,7873886
303 +2019-07-29,46800,47050,46000,46100,6856846
304 +2019-07-30,46300,46850,46300,46550,5551014
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308 +2019-08-05,44350,44600,43600,43950,14214086
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310 +2019-08-07,43600,43900,43100,43200,10002533
311 +2019-08-08,43250,43500,42650,42650,16926881
312 +2019-08-09,43250,43350,43050,43150,9685147
313 +2019-08-12,44000,44000,43550,43700,8466169
314 +2019-08-13,43500,43500,42950,43000,7276979
315 +2019-08-14,43900,44250,43500,43700,8750135
316 +2019-08-16,43800,43900,43300,43900,9528115
317 +2019-08-19,44350,44350,43500,43600,6014218
318 +2019-08-20,43950,44600,43550,44450,8434205
319 +2019-08-21,44350,44800,44150,44500,6571717
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