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chore: 添加Stock-Prediction-Models项目文件

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添加了Stock-Prediction-Models项目的多个文件，包括数据集、模型代码、README文档和CSS样式文件。这些文件用于股票预测模型的训练和展示，涵盖了LSTM、GRU等深度学习模型的应用。
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2025-04-27 16:28:06 +08:00
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5.课程代码/4.Stock-Prediction-Models/使用文档/Stock-Prediction-Models-master/dataset/TMUS.csv Normal file
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Date,Open,High,Low,Close,Adj Close,Volume
2018-07-13,61.240002,61.810001,60.970001,61.680000,61.680000,3079300
2018-07-16,61.509998,62.090000,61.509998,61.630001,61.630001,1695100
2018-07-17,61.439999,61.990002,61.099998,61.209999,61.209999,1779700
2018-07-18,61.419998,61.490002,60.490002,60.520000,60.520000,1916800
2018-07-19,60.259998,60.380001,59.230000,59.410000,59.410000,2738600
2018-07-20,59.410000,59.610001,59.070000,59.250000,59.250000,2102600
2018-07-23,59.130001,59.230000,58.320000,58.360001,58.360001,2462100
2018-07-24,58.480000,59.099998,57.889999,58.779999,58.779999,2519700
2018-07-25,58.779999,59.320000,58.509998,58.830002,58.830002,2194900
2018-07-26,59.099998,59.799999,58.889999,59.369999,59.369999,2548000
2018-07-27,59.470001,60.669998,59.290001,59.610001,59.610001,2325100
2018-07-30,59.500000,60.740002,59.500000,59.820000,59.820000,2324200
2018-07-31,59.869999,60.200001,59.480000,60.000000,60.000000,2495700
2018-08-01,59.950001,60.169998,59.139999,59.360001,59.360001,4099300
2018-08-02,61.110001,62.240002,60.000000,62.180000,62.180000,6327000
2018-08-03,61.110001,62.259998,61.110001,61.549999,61.549999,2603300
2018-08-06,61.590000,66.400002,61.580002,66.300003,66.300003,14881000
2018-08-07,66.309998,66.339996,65.129997,65.330002,65.330002,4777600
2018-08-08,65.309998,65.650002,64.459999,65.500000,65.500000,3106500
2018-08-09,65.519997,65.739998,64.839996,64.970001,64.970001,2295400
2018-08-10,64.639999,65.199997,64.059998,64.980003,64.980003,2241600
2018-08-13,64.940002,65.800003,64.529999,65.699997,65.699997,3222200
2018-08-14,65.779999,66.440002,65.660004,65.959999,65.959999,3311900
2018-08-15,65.519997,65.900002,65.040001,65.410004,65.410004,2408500
2018-08-16,65.680000,66.209999,65.550003,65.980003,65.980003,2549400
2018-08-17,65.870003,66.059998,65.550003,65.900002,65.900002,3088400
2018-08-20,65.739998,66.239998,65.500000,65.839996,65.839996,2621400
2018-08-21,65.769997,66.639999,65.769997,66.510002,66.510002,1973900
2018-08-22,66.279999,66.410004,65.519997,65.809998,65.809998,1750200
2018-08-23,65.500000,65.900002,65.180000,65.209999,65.209999,1564500
2018-08-24,65.449997,65.930000,65.169998,65.410004,65.410004,1945600
2018-08-27,65.199997,65.940002,65.199997,65.800003,65.800003,1629300
2018-08-28,65.849998,66.089996,65.410004,65.589996,65.589996,1697800
2018-08-29,65.739998,66.489998,65.510002,65.980003,65.980003,2411700
2018-08-30,65.570000,66.360001,65.330002,66.010002,66.010002,1965700
2018-08-31,66.129997,66.379997,65.699997,66.040001,66.040001,2375200
2018-09-04,65.739998,66.300003,65.529999,65.769997,65.769997,2103900
2018-09-05,65.629997,66.029999,65.430000,65.709999,65.709999,3141100
2018-09-06,65.500000,65.959999,65.370003,65.519997,65.519997,2277400
2018-09-07,65.330002,65.639999,64.070000,64.389999,64.389999,2843100
2018-09-10,64.980003,65.800003,64.589996,65.559998,65.559998,2171600
2018-09-11,65.559998,66.019997,65.239998,65.910004,65.910004,1375400
2018-09-12,66.000000,68.320000,65.620003,67.919998,67.919998,5019900
2018-09-13,68.000000,68.709999,67.370003,68.480003,68.480003,3797300
2018-09-14,68.580002,68.650002,67.900002,68.250000,68.250000,3161700
2018-09-17,68.029999,68.180000,67.320000,67.419998,67.419998,2757300
2018-09-18,67.430000,68.580002,67.080002,68.489998,68.489998,4113100
2018-09-19,68.610001,68.870003,67.720001,68.349998,68.349998,2847100
2018-09-20,68.779999,69.150002,68.339996,69.129997,69.129997,1875200
2018-09-21,69.339996,69.769997,68.889999,69.070000,69.070000,4046100
2018-09-24,68.699997,69.339996,68.500000,68.919998,68.919998,2749300
2018-09-25,69.510002,69.550003,68.559998,69.449997,69.449997,2610800
2018-09-26,69.470001,69.489998,68.690002,68.790001,68.790001,2577700
2018-09-27,69.080002,70.629997,68.870003,70.489998,70.489998,3661000
2018-09-28,70.449997,70.879997,69.980003,70.180000,70.180000,3703800
2018-10-01,70.709999,70.940002,69.970001,70.250000,70.250000,2684400
2018-10-02,70.160004,70.580002,69.570000,69.720001,69.720001,2272300
2018-10-03,69.820000,69.980003,68.750000,68.980003,68.980003,5562000
2018-10-04,68.529999,68.989998,68.260002,68.949997,68.949997,2890600
2018-10-05,68.949997,69.730003,68.120003,68.589996,68.589996,2933600
2018-10-08,68.589996,69.239998,68.029999,68.820000,68.820000,3656400
2018-10-09,68.769997,69.349998,68.239998,68.459999,68.459999,3237200
2018-10-10,68.540001,69.050003,66.550003,66.629997,66.629997,6295500
2018-10-11,66.750000,67.709999,66.010002,66.209999,66.209999,5098300
2018-10-12,67.269997,68.599998,66.839996,68.379997,68.379997,3870600
2018-10-15,68.120003,68.660004,67.580002,67.620003,67.620003,3014000
2018-10-16,67.680000,69.129997,67.559998,68.940002,68.940002,2422300
2018-10-17,68.959999,69.660004,68.580002,69.080002,69.080002,2662700
2018-10-18,69.230003,69.690002,68.330002,68.769997,68.769997,2954400
2018-10-19,69.529999,70.139999,69.209999,69.750000,69.750000,4744300
2018-10-22,69.849998,70.209999,69.419998,69.510002,69.510002,2647300
2018-10-23,69.080002,69.769997,67.790001,69.279999,69.279999,3113000
2018-10-24,69.050003,69.370003,65.589996,65.709999,65.709999,5758800
2018-10-25,66.339996,67.000000,65.099998,66.320000,66.320000,6795200
2018-10-26,64.550003,65.559998,64.279999,65.110001,65.110001,7111300
2018-10-29,66.139999,66.660004,63.480000,64.910004,64.910004,4654800
2018-10-30,64.529999,65.489998,63.610001,63.919998,63.919998,6077300
2018-10-31,67.370003,69.599998,67.250000,68.550003,68.550003,9212400
2018-11-01,68.959999,69.599998,68.610001,68.879997,68.879997,4194700
2018-11-02,69.389999,69.449997,67.550003,68.510002,68.510002,2606400
2018-11-05,68.959999,69.669998,68.570000,68.889999,68.889999,2743100
2018-11-06,68.849998,69.279999,68.269997,68.769997,68.769997,3891400
2018-11-07,69.239998,70.779999,69.050003,70.339996,70.339996,3639600
2018-11-08,70.070000,70.750000,69.519997,69.750000,69.750000,2763700
2018-11-09,69.419998,69.699997,67.980003,68.680000,68.680000,2263600
2018-11-12,68.690002,69.160004,67.779999,67.889999,67.889999,2471500
2018-11-13,68.540001,69.410004,68.260002,68.410004,68.410004,4005100
2018-11-14,68.660004,69.220001,67.550003,68.120003,68.120003,3665500
2018-11-15,67.860001,68.360001,67.550003,68.080002,68.080002,2826800
2018-11-16,67.230003,69.699997,67.000000,69.139999,69.139999,5257200
2018-11-19,68.529999,69.599998,67.919998,68.000000,68.000000,3387500
2018-11-20,67.739998,67.779999,66.209999,66.570000,66.570000,5081100
2018-11-21,66.790001,67.510002,66.629997,66.779999,66.779999,3274200
2018-11-23,66.389999,67.459999,66.080002,67.070000,67.070000,1215200
2018-11-26,67.760002,67.889999,67.180000,67.489998,67.489998,3285100
2018-11-27,67.239998,68.120003,66.940002,67.489998,67.489998,2393800
2018-11-28,67.750000,68.980003,67.510002,68.919998,68.919998,3272000
2018-11-29,68.400002,68.940002,68.080002,68.680000,68.680000,2814600
2018-11-30,68.879997,69.209999,68.080002,68.449997,68.449997,3470700
2018-12-03,68.500000,69.019997,66.970001,67.800003,67.800003,3641200
2018-12-04,67.459999,68.540001,65.470001,66.570000,66.570000,5329700
2018-12-06,65.680000,67.550003,65.019997,67.300003,67.300003,4899100
2018-12-07,66.680000,68.470001,65.370003,65.690002,65.690002,3340800
2018-12-10,65.669998,65.959999,64.339996,65.730003,65.730003,3012500
2018-12-11,66.620003,67.339996,65.440002,65.529999,65.529999,2475300
2018-12-12,66.769997,67.080002,66.059998,66.099998,66.099998,3279600
2018-12-13,66.209999,66.849998,65.470001,66.360001,66.360001,3209600
2018-12-14,65.830002,66.690002,65.389999,65.650002,65.650002,2872700
2018-12-17,65.730003,65.940002,64.279999,64.809998,64.809998,3999300
2018-12-18,64.809998,65.629997,63.950001,64.779999,64.779999,4068400
2018-12-19,64.639999,66.570000,64.480003,64.870003,64.870003,4204100
2018-12-20,64.620003,65.309998,63.410000,64.260002,64.260002,5126900
2018-12-21,64.580002,65.370003,61.700001,61.930000,61.930000,7669100
2018-12-24,61.509998,61.720001,59.959999,60.799999,60.799999,2581800
2018-12-26,60.919998,63.029999,59.959999,63.009998,63.009998,5088100
2018-12-27,62.349998,62.660000,60.889999,62.650002,62.650002,4353500
2018-12-28,62.700001,63.750000,62.610001,63.240002,63.240002,4098300
2018-12-31,63.320000,63.650002,62.410000,63.610001,63.610001,3112500
2019-01-02,62.869999,65.330002,62.549999,65.260002,65.260002,4418600
2019-01-03,64.550003,66.239998,64.110001,65.019997,65.019997,3390700
2019-01-04,65.879997,67.559998,65.550003,67.489998,67.489998,5490200
2019-01-07,67.370003,68.610001,67.010002,68.440002,68.440002,4786900
2019-01-08,68.669998,68.680000,67.370003,67.769997,67.769997,6052700
2019-01-09,68.650002,68.669998,67.120003,67.720001,67.720001,4498600
2019-01-10,67.440002,68.860001,67.220001,67.959999,67.959999,3230800
2019-01-11,67.830002,69.059998,67.400002,69.000000,69.000000,4177300
2019-01-14,68.410004,68.519997,67.419998,67.910004,67.910004,2691000
2019-01-15,67.809998,68.559998,66.699997,67.139999,67.139999,5366700
2019-01-16,67.510002,67.610001,66.379997,66.690002,66.690002,3261000
2019-01-17,66.720001,66.750000,65.639999,66.250000,66.250000,3357400
2019-01-18,67.110001,68.050003,66.370003,66.959999,66.959999,4766500
2019-01-22,66.750000,67.190002,66.199997,66.830002,66.830002,2971200
2019-01-23,66.800003,67.849998,66.570000,67.800003,67.800003,1979500
2019-01-24,67.720001,68.660004,67.220001,68.660004,68.660004,2849800
2019-01-25,68.930000,69.269997,68.199997,68.480003,68.480003,4940400
2019-01-28,67.870003,68.489998,67.059998,67.620003,67.620003,2958100
2019-01-29,67.660004,67.940002,66.629997,67.779999,67.779999,2340100
2019-01-30,67.739998,68.690002,67.089996,68.320000,68.320000,2318300
2019-01-31,68.410004,70.120003,68.029999,69.620003,69.620003,5816100
2019-02-01,69.459999,69.779999,69.080002,69.629997,69.629997,3117900
2019-02-04,69.410004,69.629997,68.879997,69.410004,69.410004,1926200
2019-02-05,69.699997,69.699997,66.800003,66.849998,66.849998,5001100
2019-02-06,66.800003,67.300003,66.540001,66.940002,66.940002,4334500
2019-02-07,68.000000,68.459999,65.559998,68.279999,68.279999,7554600
2019-02-08,67.639999,68.470001,66.949997,68.379997,68.379997,4129500
2019-02-11,68.169998,69.180000,68.000000,68.440002,68.440002,2644100
2019-02-12,69.000000,69.669998,68.500000,69.599998,69.599998,2630700
2019-02-13,69.610001,69.959999,68.860001,69.070000,69.070000,4742400
2019-02-14,69.099998,70.519997,69.010002,70.500000,70.500000,3200300
2019-02-15,70.650002,72.070000,70.430000,72.050003,72.050003,5711300
2019-02-19,72.010002,72.860001,71.760002,72.519997,72.519997,3672800
2019-02-20,72.459999,73.080002,72.169998,72.750000,72.750000,4476900
2019-02-21,72.570000,73.760002,72.389999,73.410004,73.410004,4561200
2019-02-22,73.800003,74.059998,72.970001,73.199997,73.199997,2522000
2019-02-25,73.370003,73.529999,72.620003,73.050003,73.050003,2400400
2019-02-26,71.440002,72.970001,71.250000,72.529999,72.529999,2915400
2019-02-27,72.129997,72.529999,71.769997,72.120003,72.120003,2742600
2019-02-28,72.080002,72.699997,71.919998,72.209999,72.209999,3072600
2019-03-01,72.389999,72.599998,71.779999,72.339996,72.339996,1883600
2019-03-04,72.239998,72.339996,71.279999,71.650002,71.650002,2439400
2019-03-05,71.750000,71.980003,71.279999,71.410004,71.410004,1725600
2019-03-06,71.410004,71.599998,69.989998,70.779999,70.779999,4375400
2019-03-07,70.620003,71.379997,70.519997,71.320000,71.320000,2309300
2019-03-08,70.930000,71.250000,70.180000,70.650002,70.650002,3573400
2019-03-11,70.830002,71.580002,70.410004,71.470001,71.470001,2493100
2019-03-12,71.470001,72.129997,71.250000,71.699997,71.699997,2773200
2019-03-13,72.120003,72.480003,71.680000,72.250000,72.250000,1920400
2019-03-14,72.250000,72.440002,71.940002,72.339996,72.339996,1653300
2019-03-15,72.760002,73.500000,72.099998,73.459999,73.459999,2806200
2019-03-18,73.279999,73.910004,72.949997,73.680000,73.680000,2945300
2019-03-19,74.000000,74.059998,72.410004,72.589996,72.589996,4188100
2019-03-20,72.800003,72.930000,72.010002,72.059998,72.059998,3136200
2019-03-21,72.080002,72.739998,71.989998,72.260002,72.260002,2329200
2019-03-22,71.930000,72.470001,71.809998,71.900002,71.900002,3265900
2019-03-25,71.849998,72.410004,71.639999,72.309998,72.309998,1972400
2019-03-26,72.580002,73.360001,72.370003,73.339996,73.339996,2857200
2019-03-27,73.389999,73.790001,71.959999,72.239998,72.239998,4989700
2019-03-28,71.980003,72.250000,68.919998,69.150002,69.150002,5866500
2019-03-29,69.330002,69.489998,68.160004,69.099998,69.099998,5051900
2019-04-01,69.540001,70.040001,69.269997,69.970001,69.970001,3808300
2019-04-02,69.809998,70.160004,69.220001,69.730003,69.730003,3913300
2019-04-03,69.820000,70.019997,68.699997,69.000000,69.000000,3077500
2019-04-04,69.080002,70.129997,69.000000,70.050003,70.050003,3037100
2019-04-05,70.480003,70.750000,70.050003,70.349998,70.349998,3483100
2019-04-08,70.139999,71.239998,69.769997,71.230003,71.230003,4035400
2019-04-09,70.959999,71.660004,70.269997,71.419998,71.419998,2866800
2019-04-10,71.550003,72.330002,71.190002,72.160004,72.160004,2629900
2019-04-11,72.150002,73.010002,71.839996,73.000000,73.000000,2535700
2019-04-12,73.190002,73.879997,72.870003,73.709999,73.709999,2858700
2019-04-15,73.709999,73.860001,73.190002,73.790001,73.790001,2194500
2019-04-16,74.000000,74.269997,73.519997,74.099998,74.099998,2834500
2019-04-17,72.720001,74.309998,71.300003,72.459999,72.459999,7576000
2019-04-18,73.220001,73.779999,72.570000,73.750000,73.750000,2746800
2019-04-22,73.760002,73.860001,73.010002,73.720001,73.720001,1912400
2019-04-23,73.559998,74.000000,73.050003,73.750000,73.750000,2180400
2019-04-24,73.389999,73.870003,72.720001,73.330002,73.330002,2373500
2019-04-25,72.699997,73.580002,72.510002,72.709999,72.709999,3365800
2019-04-26,74.730003,74.730003,72.599998,72.919998,72.919998,3561900
2019-04-29,72.940002,73.820000,72.500000,73.599998,73.599998,2631300
2019-04-30,73.470001,73.739998,72.550003,72.989998,72.989998,3064900
2019-05-01,73.139999,74.110001,73.040001,73.580002,73.580002,2941100
2019-05-02,73.779999,73.949997,72.660004,73.610001,73.610001,2269300
2019-05-03,73.709999,74.779999,73.400002,74.739998,74.739998,2588800
2019-05-06,73.879997,74.510002,73.339996,74.459999,74.459999,1875700
2019-05-07,73.800003,74.449997,73.540001,74.000000,74.000000,2594800
2019-05-08,73.959999,73.959999,72.480003,72.629997,72.629997,2849200
2019-05-09,72.300003,74.400002,72.250000,74.250000,74.250000,3319800
2019-05-10,74.000000,75.320000,73.540001,75.230003,75.230003,3360500
2019-05-13,74.379997,74.739998,73.250000,73.419998,73.419998,3476800
2019-05-14,73.419998,73.870003,73.040001,73.599998,73.599998,2987100
2019-05-15,73.370003,74.779999,73.050003,74.629997,74.629997,3798200
2019-05-16,74.480003,77.129997,74.250000,75.379997,75.379997,4946400
2019-05-17,75.389999,76.320000,75.019997,75.370003,75.370003,3619000
2019-05-20,79.870003,80.930000,75.720001,78.290001,78.290001,20102700
2019-05-21,78.160004,78.290001,76.779999,77.150002,77.150002,6339000
2019-05-22,76.489998,77.129997,76.139999,76.349998,76.349998,3287300
2019-05-23,76.260002,77.000000,75.250000,76.010002,76.010002,3887000
2019-05-24,76.500000,77.449997,75.629997,77.269997,77.269997,3579500
2019-05-28,77.550003,77.980003,75.889999,75.910004,75.910004,5391300
2019-05-29,75.820000,76.650002,75.290001,76.129997,76.129997,3540700
2019-05-30,76.040001,76.570000,75.019997,76.029999,76.029999,4111900
2019-05-31,74.809998,75.250000,73.279999,73.440002,73.440002,5147800
2019-06-03,73.620003,74.639999,73.370003,74.199997,74.199997,2941000
2019-06-04,74.629997,75.739998,74.519997,75.690002,75.690002,3144700
2019-06-05,75.940002,76.550003,75.669998,76.290001,76.290001,1970200
2019-06-06,76.139999,76.440002,74.610001,75.949997,75.949997,2671000
2019-06-07,76.550003,77.139999,76.309998,77.029999,77.029999,2256600
2019-06-10,77.059998,77.379997,76.379997,76.669998,76.669998,3096000
2019-06-11,77.129997,77.459999,74.629997,75.459999,75.459999,3822500
2019-06-12,75.830002,75.900002,74.650002,75.379997,75.379997,3296200
2019-06-13,75.169998,75.279999,74.010002,74.449997,74.449997,4279700
2019-06-14,74.669998,78.000000,74.279999,74.900002,74.900002,4813600
2019-06-17,75.080002,75.430000,74.540001,75.269997,75.269997,2929000
2019-06-18,75.940002,77.129997,75.550003,76.440002,76.440002,4995900
2019-06-19,76.339996,78.500000,76.339996,78.279999,78.279999,3377800
2019-06-20,79.110001,79.260002,77.150002,77.930000,77.930000,3339500
2019-06-21,77.709999,77.750000,75.199997,75.699997,75.699997,5223900
2019-06-24,76.019997,76.550003,75.379997,75.540001,75.540001,2123000
2019-06-25,75.470001,75.500000,74.449997,74.580002,74.580002,2593900
2019-06-26,74.279999,74.400002,72.769997,73.040001,73.040001,4393300
2019-06-27,73.449997,73.720001,72.919998,73.290001,73.290001,2319600
2019-06-28,73.290001,74.489998,72.900002,74.139999,74.139999,4117800
2019-07-01,74.669998,74.669998,73.919998,74.150002,74.150002,2226100
2019-07-02,74.400002,75.779999,73.919998,75.480003,75.480003,2871700
2019-07-03,75.889999,77.029999,75.599998,75.820000,75.820000,2080900
2019-07-05,75.830002,76.430000,75.629997,76.230003,76.230003,1318500
2019-07-08,76.370003,76.389999,75.430000,75.629997,75.629997,1667300
2019-07-09,75.349998,75.830002,75.080002,75.150002,75.150002,3553000
2019-07-10,77.959999,78.949997,77.570000,78.629997,78.629997,14441200
2019-07-11,78.730003,78.879997,76.949997,78.260002,78.260002,10108700
2019-07-12,78.199997,79.730003,78.010002,79.449997,79.449997,63065600
1 Date Open High Low Close Adj Close Volume
2 2018-07-13 61.240002 61.810001 60.970001 61.680000 61.680000 3079300
3 2018-07-16 61.509998 62.090000 61.509998 61.630001 61.630001 1695100
4 2018-07-17 61.439999 61.990002 61.099998 61.209999 61.209999 1779700
5 2018-07-18 61.419998 61.490002 60.490002 60.520000 60.520000 1916800
6 2018-07-19 60.259998 60.380001 59.230000 59.410000 59.410000 2738600
7 2018-07-20 59.410000 59.610001 59.070000 59.250000 59.250000 2102600
8 2018-07-23 59.130001 59.230000 58.320000 58.360001 58.360001 2462100
9 2018-07-24 58.480000 59.099998 57.889999 58.779999 58.779999 2519700
10 2018-07-25 58.779999 59.320000 58.509998 58.830002 58.830002 2194900
11 2018-07-26 59.099998 59.799999 58.889999 59.369999 59.369999 2548000
12 2018-07-27 59.470001 60.669998 59.290001 59.610001 59.610001 2325100
13 2018-07-30 59.500000 60.740002 59.500000 59.820000 59.820000 2324200
14 2018-07-31 59.869999 60.200001 59.480000 60.000000 60.000000 2495700
15 2018-08-01 59.950001 60.169998 59.139999 59.360001 59.360001 4099300
16 2018-08-02 61.110001 62.240002 60.000000 62.180000 62.180000 6327000
17 2018-08-03 61.110001 62.259998 61.110001 61.549999 61.549999 2603300
18 2018-08-06 61.590000 66.400002 61.580002 66.300003 66.300003 14881000
19 2018-08-07 66.309998 66.339996 65.129997 65.330002 65.330002 4777600
20 2018-08-08 65.309998 65.650002 64.459999 65.500000 65.500000 3106500
21 2018-08-09 65.519997 65.739998 64.839996 64.970001 64.970001 2295400
22 2018-08-10 64.639999 65.199997 64.059998 64.980003 64.980003 2241600
23 2018-08-13 64.940002 65.800003 64.529999 65.699997 65.699997 3222200
24 2018-08-14 65.779999 66.440002 65.660004 65.959999 65.959999 3311900
25 2018-08-15 65.519997 65.900002 65.040001 65.410004 65.410004 2408500
26 2018-08-16 65.680000 66.209999 65.550003 65.980003 65.980003 2549400
27 2018-08-17 65.870003 66.059998 65.550003 65.900002 65.900002 3088400
28 2018-08-20 65.739998 66.239998 65.500000 65.839996 65.839996 2621400
29 2018-08-21 65.769997 66.639999 65.769997 66.510002 66.510002 1973900
30 2018-08-22 66.279999 66.410004 65.519997 65.809998 65.809998 1750200
31 2018-08-23 65.500000 65.900002 65.180000 65.209999 65.209999 1564500
32 2018-08-24 65.449997 65.930000 65.169998 65.410004 65.410004 1945600
33 2018-08-27 65.199997 65.940002 65.199997 65.800003 65.800003 1629300
34 2018-08-28 65.849998 66.089996 65.410004 65.589996 65.589996 1697800
35 2018-08-29 65.739998 66.489998 65.510002 65.980003 65.980003 2411700
36 2018-08-30 65.570000 66.360001 65.330002 66.010002 66.010002 1965700
37 2018-08-31 66.129997 66.379997 65.699997 66.040001 66.040001 2375200
38 2018-09-04 65.739998 66.300003 65.529999 65.769997 65.769997 2103900
39 2018-09-05 65.629997 66.029999 65.430000 65.709999 65.709999 3141100
40 2018-09-06 65.500000 65.959999 65.370003 65.519997 65.519997 2277400
41 2018-09-07 65.330002 65.639999 64.070000 64.389999 64.389999 2843100
42 2018-09-10 64.980003 65.800003 64.589996 65.559998 65.559998 2171600
43 2018-09-11 65.559998 66.019997 65.239998 65.910004 65.910004 1375400
44 2018-09-12 66.000000 68.320000 65.620003 67.919998 67.919998 5019900
45 2018-09-13 68.000000 68.709999 67.370003 68.480003 68.480003 3797300
46 2018-09-14 68.580002 68.650002 67.900002 68.250000 68.250000 3161700
47 2018-09-17 68.029999 68.180000 67.320000 67.419998 67.419998 2757300
48 2018-09-18 67.430000 68.580002 67.080002 68.489998 68.489998 4113100
49 2018-09-19 68.610001 68.870003 67.720001 68.349998 68.349998 2847100
50 2018-09-20 68.779999 69.150002 68.339996 69.129997 69.129997 1875200
51 2018-09-21 69.339996 69.769997 68.889999 69.070000 69.070000 4046100
52 2018-09-24 68.699997 69.339996 68.500000 68.919998 68.919998 2749300
53 2018-09-25 69.510002 69.550003 68.559998 69.449997 69.449997 2610800
54 2018-09-26 69.470001 69.489998 68.690002 68.790001 68.790001 2577700
55 2018-09-27 69.080002 70.629997 68.870003 70.489998 70.489998 3661000
56 2018-09-28 70.449997 70.879997 69.980003 70.180000 70.180000 3703800
57 2018-10-01 70.709999 70.940002 69.970001 70.250000 70.250000 2684400
58 2018-10-02 70.160004 70.580002 69.570000 69.720001 69.720001 2272300
59 2018-10-03 69.820000 69.980003 68.750000 68.980003 68.980003 5562000
60 2018-10-04 68.529999 68.989998 68.260002 68.949997 68.949997 2890600
61 2018-10-05 68.949997 69.730003 68.120003 68.589996 68.589996 2933600
62 2018-10-08 68.589996 69.239998 68.029999 68.820000 68.820000 3656400
63 2018-10-09 68.769997 69.349998 68.239998 68.459999 68.459999 3237200
64 2018-10-10 68.540001 69.050003 66.550003 66.629997 66.629997 6295500
65 2018-10-11 66.750000 67.709999 66.010002 66.209999 66.209999 5098300
66 2018-10-12 67.269997 68.599998 66.839996 68.379997 68.379997 3870600
67 2018-10-15 68.120003 68.660004 67.580002 67.620003 67.620003 3014000
68 2018-10-16 67.680000 69.129997 67.559998 68.940002 68.940002 2422300
69 2018-10-17 68.959999 69.660004 68.580002 69.080002 69.080002 2662700
70 2018-10-18 69.230003 69.690002 68.330002 68.769997 68.769997 2954400
71 2018-10-19 69.529999 70.139999 69.209999 69.750000 69.750000 4744300
72 2018-10-22 69.849998 70.209999 69.419998 69.510002 69.510002 2647300
73 2018-10-23 69.080002 69.769997 67.790001 69.279999 69.279999 3113000
74 2018-10-24 69.050003 69.370003 65.589996 65.709999 65.709999 5758800
75 2018-10-25 66.339996 67.000000 65.099998 66.320000 66.320000 6795200
76 2018-10-26 64.550003 65.559998 64.279999 65.110001 65.110001 7111300
77 2018-10-29 66.139999 66.660004 63.480000 64.910004 64.910004 4654800
78 2018-10-30 64.529999 65.489998 63.610001 63.919998 63.919998 6077300
79 2018-10-31 67.370003 69.599998 67.250000 68.550003 68.550003 9212400
80 2018-11-01 68.959999 69.599998 68.610001 68.879997 68.879997 4194700
81 2018-11-02 69.389999 69.449997 67.550003 68.510002 68.510002 2606400
82 2018-11-05 68.959999 69.669998 68.570000 68.889999 68.889999 2743100
83 2018-11-06 68.849998 69.279999 68.269997 68.769997 68.769997 3891400
84 2018-11-07 69.239998 70.779999 69.050003 70.339996 70.339996 3639600
85 2018-11-08 70.070000 70.750000 69.519997 69.750000 69.750000 2763700
86 2018-11-09 69.419998 69.699997 67.980003 68.680000 68.680000 2263600
87 2018-11-12 68.690002 69.160004 67.779999 67.889999 67.889999 2471500
88 2018-11-13 68.540001 69.410004 68.260002 68.410004 68.410004 4005100
89 2018-11-14 68.660004 69.220001 67.550003 68.120003 68.120003 3665500
90 2018-11-15 67.860001 68.360001 67.550003 68.080002 68.080002 2826800
91 2018-11-16 67.230003 69.699997 67.000000 69.139999 69.139999 5257200
92 2018-11-19 68.529999 69.599998 67.919998 68.000000 68.000000 3387500
93 2018-11-20 67.739998 67.779999 66.209999 66.570000 66.570000 5081100
94 2018-11-21 66.790001 67.510002 66.629997 66.779999 66.779999 3274200
95 2018-11-23 66.389999 67.459999 66.080002 67.070000 67.070000 1215200
96 2018-11-26 67.760002 67.889999 67.180000 67.489998 67.489998 3285100
97 2018-11-27 67.239998 68.120003 66.940002 67.489998 67.489998 2393800
98 2018-11-28 67.750000 68.980003 67.510002 68.919998 68.919998 3272000
99 2018-11-29 68.400002 68.940002 68.080002 68.680000 68.680000 2814600
100 2018-11-30 68.879997 69.209999 68.080002 68.449997 68.449997 3470700
101 2018-12-03 68.500000 69.019997 66.970001 67.800003 67.800003 3641200
102 2018-12-04 67.459999 68.540001 65.470001 66.570000 66.570000 5329700
103 2018-12-06 65.680000 67.550003 65.019997 67.300003 67.300003 4899100
104 2018-12-07 66.680000 68.470001 65.370003 65.690002 65.690002 3340800
105 2018-12-10 65.669998 65.959999 64.339996 65.730003 65.730003 3012500
106 2018-12-11 66.620003 67.339996 65.440002 65.529999 65.529999 2475300
107 2018-12-12 66.769997 67.080002 66.059998 66.099998 66.099998 3279600
108 2018-12-13 66.209999 66.849998 65.470001 66.360001 66.360001 3209600
109 2018-12-14 65.830002 66.690002 65.389999 65.650002 65.650002 2872700
110 2018-12-17 65.730003 65.940002 64.279999 64.809998 64.809998 3999300
111 2018-12-18 64.809998 65.629997 63.950001 64.779999 64.779999 4068400
112 2018-12-19 64.639999 66.570000 64.480003 64.870003 64.870003 4204100
113 2018-12-20 64.620003 65.309998 63.410000 64.260002 64.260002 5126900
114 2018-12-21 64.580002 65.370003 61.700001 61.930000 61.930000 7669100
115 2018-12-24 61.509998 61.720001 59.959999 60.799999 60.799999 2581800
116 2018-12-26 60.919998 63.029999 59.959999 63.009998 63.009998 5088100
117 2018-12-27 62.349998 62.660000 60.889999 62.650002 62.650002 4353500
118 2018-12-28 62.700001 63.750000 62.610001 63.240002 63.240002 4098300
119 2018-12-31 63.320000 63.650002 62.410000 63.610001 63.610001 3112500
120 2019-01-02 62.869999 65.330002 62.549999 65.260002 65.260002 4418600
121 2019-01-03 64.550003 66.239998 64.110001 65.019997 65.019997 3390700
122 2019-01-04 65.879997 67.559998 65.550003 67.489998 67.489998 5490200
123 2019-01-07 67.370003 68.610001 67.010002 68.440002 68.440002 4786900
124 2019-01-08 68.669998 68.680000 67.370003 67.769997 67.769997 6052700
125 2019-01-09 68.650002 68.669998 67.120003 67.720001 67.720001 4498600
126 2019-01-10 67.440002 68.860001 67.220001 67.959999 67.959999 3230800
127 2019-01-11 67.830002 69.059998 67.400002 69.000000 69.000000 4177300
128 2019-01-14 68.410004 68.519997 67.419998 67.910004 67.910004 2691000
129 2019-01-15 67.809998 68.559998 66.699997 67.139999 67.139999 5366700
130 2019-01-16 67.510002 67.610001 66.379997 66.690002 66.690002 3261000
131 2019-01-17 66.720001 66.750000 65.639999 66.250000 66.250000 3357400
132 2019-01-18 67.110001 68.050003 66.370003 66.959999 66.959999 4766500
133 2019-01-22 66.750000 67.190002 66.199997 66.830002 66.830002 2971200
134 2019-01-23 66.800003 67.849998 66.570000 67.800003 67.800003 1979500
135 2019-01-24 67.720001 68.660004 67.220001 68.660004 68.660004 2849800
136 2019-01-25 68.930000 69.269997 68.199997 68.480003 68.480003 4940400
137 2019-01-28 67.870003 68.489998 67.059998 67.620003 67.620003 2958100
138 2019-01-29 67.660004 67.940002 66.629997 67.779999 67.779999 2340100
139 2019-01-30 67.739998 68.690002 67.089996 68.320000 68.320000 2318300
140 2019-01-31 68.410004 70.120003 68.029999 69.620003 69.620003 5816100
141 2019-02-01 69.459999 69.779999 69.080002 69.629997 69.629997 3117900
142 2019-02-04 69.410004 69.629997 68.879997 69.410004 69.410004 1926200
143 2019-02-05 69.699997 69.699997 66.800003 66.849998 66.849998 5001100
144 2019-02-06 66.800003 67.300003 66.540001 66.940002 66.940002 4334500
145 2019-02-07 68.000000 68.459999 65.559998 68.279999 68.279999 7554600
146 2019-02-08 67.639999 68.470001 66.949997 68.379997 68.379997 4129500
147 2019-02-11 68.169998 69.180000 68.000000 68.440002 68.440002 2644100
148 2019-02-12 69.000000 69.669998 68.500000 69.599998 69.599998 2630700
149 2019-02-13 69.610001 69.959999 68.860001 69.070000 69.070000 4742400
150 2019-02-14 69.099998 70.519997 69.010002 70.500000 70.500000 3200300
151 2019-02-15 70.650002 72.070000 70.430000 72.050003 72.050003 5711300
152 2019-02-19 72.010002 72.860001 71.760002 72.519997 72.519997 3672800
153 2019-02-20 72.459999 73.080002 72.169998 72.750000 72.750000 4476900
154 2019-02-21 72.570000 73.760002 72.389999 73.410004 73.410004 4561200
155 2019-02-22 73.800003 74.059998 72.970001 73.199997 73.199997 2522000
156 2019-02-25 73.370003 73.529999 72.620003 73.050003 73.050003 2400400
157 2019-02-26 71.440002 72.970001 71.250000 72.529999 72.529999 2915400
158 2019-02-27 72.129997 72.529999 71.769997 72.120003 72.120003 2742600
159 2019-02-28 72.080002 72.699997 71.919998 72.209999 72.209999 3072600
160 2019-03-01 72.389999 72.599998 71.779999 72.339996 72.339996 1883600
161 2019-03-04 72.239998 72.339996 71.279999 71.650002 71.650002 2439400
162 2019-03-05 71.750000 71.980003 71.279999 71.410004 71.410004 1725600
163 2019-03-06 71.410004 71.599998 69.989998 70.779999 70.779999 4375400
164 2019-03-07 70.620003 71.379997 70.519997 71.320000 71.320000 2309300
165 2019-03-08 70.930000 71.250000 70.180000 70.650002 70.650002 3573400
166 2019-03-11 70.830002 71.580002 70.410004 71.470001 71.470001 2493100
167 2019-03-12 71.470001 72.129997 71.250000 71.699997 71.699997 2773200
168 2019-03-13 72.120003 72.480003 71.680000 72.250000 72.250000 1920400
169 2019-03-14 72.250000 72.440002 71.940002 72.339996 72.339996 1653300
170 2019-03-15 72.760002 73.500000 72.099998 73.459999 73.459999 2806200
171 2019-03-18 73.279999 73.910004 72.949997 73.680000 73.680000 2945300
172 2019-03-19 74.000000 74.059998 72.410004 72.589996 72.589996 4188100
173 2019-03-20 72.800003 72.930000 72.010002 72.059998 72.059998 3136200
174 2019-03-21 72.080002 72.739998 71.989998 72.260002 72.260002 2329200
175 2019-03-22 71.930000 72.470001 71.809998 71.900002 71.900002 3265900
176 2019-03-25 71.849998 72.410004 71.639999 72.309998 72.309998 1972400
177 2019-03-26 72.580002 73.360001 72.370003 73.339996 73.339996 2857200
178 2019-03-27 73.389999 73.790001 71.959999 72.239998 72.239998 4989700
179 2019-03-28 71.980003 72.250000 68.919998 69.150002 69.150002 5866500
180 2019-03-29 69.330002 69.489998 68.160004 69.099998 69.099998 5051900
181 2019-04-01 69.540001 70.040001 69.269997 69.970001 69.970001 3808300
182 2019-04-02 69.809998 70.160004 69.220001 69.730003 69.730003 3913300
183 2019-04-03 69.820000 70.019997 68.699997 69.000000 69.000000 3077500
184 2019-04-04 69.080002 70.129997 69.000000 70.050003 70.050003 3037100
185 2019-04-05 70.480003 70.750000 70.050003 70.349998 70.349998 3483100
186 2019-04-08 70.139999 71.239998 69.769997 71.230003 71.230003 4035400
187 2019-04-09 70.959999 71.660004 70.269997 71.419998 71.419998 2866800
188 2019-04-10 71.550003 72.330002 71.190002 72.160004 72.160004 2629900
189 2019-04-11 72.150002 73.010002 71.839996 73.000000 73.000000 2535700
190 2019-04-12 73.190002 73.879997 72.870003 73.709999 73.709999 2858700
191 2019-04-15 73.709999 73.860001 73.190002 73.790001 73.790001 2194500
192 2019-04-16 74.000000 74.269997 73.519997 74.099998 74.099998 2834500
193 2019-04-17 72.720001 74.309998 71.300003 72.459999 72.459999 7576000
194 2019-04-18 73.220001 73.779999 72.570000 73.750000 73.750000 2746800
195 2019-04-22 73.760002 73.860001 73.010002 73.720001 73.720001 1912400
196 2019-04-23 73.559998 74.000000 73.050003 73.750000 73.750000 2180400
197 2019-04-24 73.389999 73.870003 72.720001 73.330002 73.330002 2373500
198 2019-04-25 72.699997 73.580002 72.510002 72.709999 72.709999 3365800
199 2019-04-26 74.730003 74.730003 72.599998 72.919998 72.919998 3561900
200 2019-04-29 72.940002 73.820000 72.500000 73.599998 73.599998 2631300
201 2019-04-30 73.470001 73.739998 72.550003 72.989998 72.989998 3064900
202 2019-05-01 73.139999 74.110001 73.040001 73.580002 73.580002 2941100
203 2019-05-02 73.779999 73.949997 72.660004 73.610001 73.610001 2269300
204 2019-05-03 73.709999 74.779999 73.400002 74.739998 74.739998 2588800
205 2019-05-06 73.879997 74.510002 73.339996 74.459999 74.459999 1875700
206 2019-05-07 73.800003 74.449997 73.540001 74.000000 74.000000 2594800
207 2019-05-08 73.959999 73.959999 72.480003 72.629997 72.629997 2849200
208 2019-05-09 72.300003 74.400002 72.250000 74.250000 74.250000 3319800
209 2019-05-10 74.000000 75.320000 73.540001 75.230003 75.230003 3360500
210 2019-05-13 74.379997 74.739998 73.250000 73.419998 73.419998 3476800
211 2019-05-14 73.419998 73.870003 73.040001 73.599998 73.599998 2987100
212 2019-05-15 73.370003 74.779999 73.050003 74.629997 74.629997 3798200
213 2019-05-16 74.480003 77.129997 74.250000 75.379997 75.379997 4946400
214 2019-05-17 75.389999 76.320000 75.019997 75.370003 75.370003 3619000
215 2019-05-20 79.870003 80.930000 75.720001 78.290001 78.290001 20102700
216 2019-05-21 78.160004 78.290001 76.779999 77.150002 77.150002 6339000
217 2019-05-22 76.489998 77.129997 76.139999 76.349998 76.349998 3287300
218 2019-05-23 76.260002 77.000000 75.250000 76.010002 76.010002 3887000
219 2019-05-24 76.500000 77.449997 75.629997 77.269997 77.269997 3579500
220 2019-05-28 77.550003 77.980003 75.889999 75.910004 75.910004 5391300
221 2019-05-29 75.820000 76.650002 75.290001 76.129997 76.129997 3540700
222 2019-05-30 76.040001 76.570000 75.019997 76.029999 76.029999 4111900
223 2019-05-31 74.809998 75.250000 73.279999 73.440002 73.440002 5147800
224 2019-06-03 73.620003 74.639999 73.370003 74.199997 74.199997 2941000
225 2019-06-04 74.629997 75.739998 74.519997 75.690002 75.690002 3144700
226 2019-06-05 75.940002 76.550003 75.669998 76.290001 76.290001 1970200
227 2019-06-06 76.139999 76.440002 74.610001 75.949997 75.949997 2671000
228 2019-06-07 76.550003 77.139999 76.309998 77.029999 77.029999 2256600
229 2019-06-10 77.059998 77.379997 76.379997 76.669998 76.669998 3096000
230 2019-06-11 77.129997 77.459999 74.629997 75.459999 75.459999 3822500
231 2019-06-12 75.830002 75.900002 74.650002 75.379997 75.379997 3296200
232 2019-06-13 75.169998 75.279999 74.010002 74.449997 74.449997 4279700
233 2019-06-14 74.669998 78.000000 74.279999 74.900002 74.900002 4813600
234 2019-06-17 75.080002 75.430000 74.540001 75.269997 75.269997 2929000
235 2019-06-18 75.940002 77.129997 75.550003 76.440002 76.440002 4995900
236 2019-06-19 76.339996 78.500000 76.339996 78.279999 78.279999 3377800
237 2019-06-20 79.110001 79.260002 77.150002 77.930000 77.930000 3339500
238 2019-06-21 77.709999 77.750000 75.199997 75.699997 75.699997 5223900
239 2019-06-24 76.019997 76.550003 75.379997 75.540001 75.540001 2123000
240 2019-06-25 75.470001 75.500000 74.449997 74.580002 74.580002 2593900
241 2019-06-26 74.279999 74.400002 72.769997 73.040001 73.040001 4393300
242 2019-06-27 73.449997 73.720001 72.919998 73.290001 73.290001 2319600
243 2019-06-28 73.290001 74.489998 72.900002 74.139999 74.139999 4117800
244 2019-07-01 74.669998 74.669998 73.919998 74.150002 74.150002 2226100
245 2019-07-02 74.400002 75.779999 73.919998 75.480003 75.480003 2871700
246 2019-07-03 75.889999 77.029999 75.599998 75.820000 75.820000 2080900
247 2019-07-05 75.830002 76.430000 75.629997 76.230003 76.230003 1318500
248 2019-07-08 76.370003 76.389999 75.430000 75.629997 75.629997 1667300
249 2019-07-09 75.349998 75.830002 75.080002 75.150002 75.150002 3553000
250 2019-07-10 77.959999 78.949997 77.570000 78.629997 78.629997 14441200
251 2019-07-11 78.730003 78.879997 76.949997 78.260002 78.260002 10108700
252 2019-07-12 78.199997 79.730003 78.010002 79.449997 79.449997 63065600