├── .gitignore ├── LICENSE ├── LSTM_data_process.m ├── LSTM_main.m ├── LSTM_updata_weight.m ├── README.md ├── predict_1.txt ├── shuchu_1.txt ├── shuru_1.txt ├── test_1.txt └── 说明文档.txt /.gitignore: -------------------------------------------------------------------------------- 1 | # Build and Release Folders 2 | bin/ 3 | bin-debug/ 4 | bin-release/ 5 | [Oo]bj/ # FlashDevelop obj 6 | [Bb]in/ # FlashDevelop bin 7 | 8 | # Other files and folders 9 | .settings/ 10 | 11 | # Executables 12 | *.swf 13 | *.air 14 | *.ipa 15 | *.apk 16 | 17 | # Project files, i.e. `.project`, `.actionScriptProperties` and `.flexProperties` 18 | # should NOT be excluded as they contain compiler settings and other important 19 | # information for Eclipse / Flash Builder. 20 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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-------------------------------------------------------------------------------- https://raw.githubusercontent.com/cwxcode/LSTM-matlab/292ebc3518db6038cf69de1aff26bb72b095c4b9/LSTM_data_process.m -------------------------------------------------------------------------------- /LSTM_main.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cwxcode/LSTM-matlab/292ebc3518db6038cf69de1aff26bb72b095c4b9/LSTM_main.m -------------------------------------------------------------------------------- /LSTM_updata_weight.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cwxcode/LSTM-matlab/292ebc3518db6038cf69de1aff26bb72b095c4b9/LSTM_updata_weight.m -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # LSTM-matlab 2 | LSTM by matlab 3 | -------------------------------------------------------------------------------- /predict_1.txt: -------------------------------------------------------------------------------- 1 | 1381.4 1365.85 1355.81 1330.85 1330.23 1333.3 1333.3 1333.3 1308.57 1311.41 1304.07 1290.74 1293.7 1293.7 1293.7 1284.72 1279.03 1290.51 1286.73 1302.7 1302.7 1302.7 1296.91 1308.27 1312.09 1317.68 1318.1 1318.1 1318.1 1326.23 1302.55 1302.13 1294.35 1294.6 1294.6 1294.6 1290.12 1283.85 1283.51 1293.83 1303.5 1303.5 1303.82 1295.69 1295.79 1291.52 1284.7 1299.6 1299.6 1299.6 1309.46 1307.37 1289.57 1289.91 1289.2 1289.2 1289.2 1295.23 1294.04 1305.26 1296 1292.5 1292.5 1292.5 1292.64 1293.84 1292.27 1293.55 1292.3 1292.3 1292.3 1292.34 1262.3 1258.27 1255.63 1250.5 1250.5 1250.5 1243.39 1244.7 1245.35 1253.05 1252.6 1252.6 1252.6 1251.81 1258.14 1260.74 1273.5 1276.63 1276.63 1276.63 1271.34 1271.55 1277.87 1319.62 1314.1 1314.1 1314.1 1317.35 1318.07 1318.05 1316.69 1315.2 1315.2 1315.2 1326.43 1326.2 1327.2 1320.02 1319.3 1319.3 1319.3 1319.72 1319.14 1325.72 1335.46 1338.4 1338.4 1338.4 1308.01 1294.63 1298.74 1318.53 1310.2 1310.2 1310.2 1311.9 1307.95 1304.31 1293.85 1307.8 1307.8 1307.8 1303.95 1298.95 1295.88 1282.73 1293.8 1293.8 1293.8 1288.59 1288.54 1305.62 1312.63 1309.3 1309.3 1309.3 1307.98 1308.41 1312.25 1316.32 1304.4 1304.4 1304.4 1297.9 1295.79 1290.96 1277.11 1280.7 1280.7 1280.7 1275.76 1280.82 1282.32 1289.7 1287.01 1287.01 1287.01 1287.05 1265.62 1269.01 1261.2 1268.3 1268.3 1268.3 1256.33 1255.15 1249.2 1240.07 1228.1 1228.1 1228.1 1232.57 1234.25 1222.37 1225.27 1216 1216 1216 1214.68 1222.42 1216.85 1221.3 1218.8 1218.8 1218.8 1214.85 1208.35 1212.75 1213.91 1190.85 1190.85 1190.85 1206.37 1208.66 1220.68 1223.65 1223.2 1223.2 1223.2 1236.22 1232.5 1239.92 1238.68 1238.1 1238.1 1238.1 1246.71 1248.97 1242.14 1232.97 1230.9 1230.9 1230.9 1225.68 1228.14 1211.73 1199.6 1172.59 1172.59 1172.59 1165.2 1168.38 1140.26 1141.57 1177.6 1177.6 1177.6 1150.97 1163.85 1162.6 1162.4 1188.4 1188.4 1188.4 1186.5 1196.45 1182.06 1193.53 1201.15 1201.15 1201.15 1197.7 1200.6 1198.1 1191.4 1167.23 1167.23 1167.23 1211.75 1197.67 1209.39 1205.03 1192.1 1192.1 1192.1 1203.15 1230.63 1226 1227.5 1222.3 1222.3 1222.3 1192.7 1196.9 1189 1198.65 1195.5 1195.5 1195.5 1176.75 1176.35 1173.6 1173.66 1195.05 1195.05 1195.05 1183.2 1200.4 1183.8 1183.81 1188.86 1188.86 1188.86 1204.21 1218.9 1210.56 1208.73 1223.13 1223.13 1223.13 1233.34 1230.58 1229.68 1261.75 1279.96 1279.96 1279.96 1276.46 1293.59 1293.26 1301.53 1294.29 1294.29 1294.29 1281.04 1292.24 1284.85 1257.2 1283.12 1283.12 1283.12 1275.01 1259.84 1269.91 1264.51 1233.38 1233.38 1233.38 1239.48 1233.76 1218.85 1222.22 1229.64 1229.64 1229.64 1230.49 1209.23 1212.6 1207.13 1202.08 1202.08 1202.08 1201.6 1199.67 1204.69 1208.89 1213.06 1213.06 1213.06 1206.79 1203.79 1199.8 1198.42 1166.95 1166.95 1166.95 1166.95 1161.42 1154.78 1152.37 1158.02 1158.02 1158.02 1154.19 1149.12 1167 1171.3 1182.2 1182.2 1182.2 1189.06 1192.6 1195.15 1203.9 1198.8 1198.8 1198.8 1185.1 1183.3 1203.7 1201.5 1202.52 1202.52 1202.52 1214.47 1208.25 1202.65 1194.3 1207.5 1207.5 1207.5 1198.35 1192.4 1201.6 1198.1 1204.1 1204.1 1204.1 1196.25 1202.39 1187.06 1193.89 1178.97 1178.97 1178.97 1201.62 1211.94 1204.72 1183.97 1178 1178 1178 1187.97 1193.02 1191.29 1184.4 1187.5 1187.5 1187.5 1183.55 1193.15 1214.69 1221 1223.7 1223.7 1223.7 1225.05 1207.55 1209.45 1206.25 1205.4 1205.4 1205.4 1206.86 1187.15 1187.9 1187.95 1190 1190 1190 1188.95 1192.95 1184.95 1176.45 1171.5 1171.5 1171.5 1173.45 1176.05 1185.35 1181.95 1180.8 1180.8 1180.8 1185.55 1181.35 1185.25 1201.25 1200 1200 1200 1185.75 1177.65 1174.7 1172.95 1175.04 1175.04 1175.04 1179.85 1172.75 1168.6 1166.05 1168.28 1168.28 1168.28 1169.78 1154.65 1156.95 1159.35 1162.65 1162.65 1162.65 1157.45 1155.05 1148.85 1144.55 1134.32 1134.32 1134.32 1097.45 1100.85 1093.95 1090.15 1098.9 1098.9 1098.9 1094 1094.85 1096.55 1087.95 1095.01 1095.01 1095.01 1086.25 1087.35 1084.65 1089.15 1093.64 1093.64 1093.64 1103.85 1108.6 1124.75 1114.55 1114.54 1114.54 1114.54 1117.35 1117.45 1133.85 1152.35 1160.23 1160.23 1160.23 1154.65 1140.35 1124.75 1125.35 1133.07 1133.07 1133.07 1134.35 1139.75 1133.35 1124.75 1121.24 1121.24 1121.24 1118.68 1121.45 1106.33 1111.15 1107.26 1107.26 1107.26 1107.92 1104.95 1118.95 1130.45 1138.9 1138.9 1138.9 1132.95 1124.05 1129.95 1153.55 1145.87 1145.87 1145.87 1131.65 1126.75 1114.55 1113.15 1137.52 1137.52 1137.52 1135.35 1146.55 1144.85 1138.45 1155.58 1155.58 1155.58 1163.15 1168.25 1184.05 1182.75 1176.55 1176.55 1176.55 1170.35 1175.55 1166.65 1165.35 1163.81 1163.81 1163.81 1162.95 1166.35 1155.55 1145.45 1141.59 1141.59 1141.59 1133.5 1117.54 1107.32 1103.68 1088.64 1088.64 1088.64 1092.03 1089.85 1085.94 1084.84 1083.51 1083.51 1083.51 1082.78 1070.22 1071.07 1082.18 1077.75 1077.75 1077.75 1069.13 1075.44 1071.32 1072.07 1058 1058 1058 1064.52 1069.27 1053.7 1062.2 1086.66 1086.66 1086.66 1070.37 1074.49 1072.98 1071.35 1074.62 1074.62 1074.62 1062.73 1060.56 1072.71 1051.6 1066.06 1066.06 1066.06 1078.28 1072.34 1069.96 1075.8 1076.45 1076.45 1076.45 1068.78 1068.71 1061.18 1061.08 1061.08 1061.08 1061.08 1074.49 1077.65 1094.32 1108.95 1103.97 1103.97 1103.97 1094.06 1086.97 1093.16 1077.81 1088.91 1088.91 1088.91 1088.94 1086.98 1100.92 1101.4 1097.63 1097.63 1097.63 1107.74 1120.21 1125.21 1114.85 1118.01 1118.01 1118.01 1128.5 1128.78 1142.62 1155.6 1173.47 1173.47 1173.47 1191.01 1188.95 1197.14 1246.68 1237.83 1237.83 1237.83 1208.88 1199.91 1208.65 1231.36 1227.65 1227.65 1227.65 1208.54 1226.97 1229.19 1234.39 1222.98 1222.98 1222.98 1237.97 1232 1240.06 1263.67 1258.78 1258.78 1258.78 1267.31 1260.91 1252.78 1271.2 1248.45 1248.45 1248.45 1234.35 1231.85 1261.95 1257.45 1255.07 1255.07 1255.07 1243.15 1247.85 1219.75 1216.83 1216.72 1216.72 1216.72 1220.95 1241.35 1224.69 1232.15 1221.84 1221.84 1221.84 1214.95 1230.95 1222.35 1240.35 1239.32 1239.32 1239.32 1257.25 1254.55 1242.05 1226.95 1229.9 1229.9 1229.9 1232.2 1249.4 1242.6 1247 1231.8 1231.8 1231.8 1237.6 1243.3 1245.7 1265.85 1292.77 1292.77 1292.77 1291.7 1286.3 1279.6 1278 1288.03 1288.03 1288.03 1263.45 1265.15 1276.85 1262.85 1272.45 1272.45 1272.45 1272.7 1278.6 1256.7 1253.6 1251.95 1251.95 1251.95 1248.88 1226.55 1224.15 1219.6 1214.22 1214.22 1214.22 1205 1214.95 1212.05 1210.55 1243.82 1243.82 1243.82 1244.95 1243.25 1262.25 1269.05 1273.58 1273.58 1273.58 1283.6 1285.5 1291.5 1277 1298.18 1298.18 1298.18 1289.9 1267.1 1265.9 1256 1317.32 1317.32 1317.32 1324.8 1311.96 1317 1321.51 1343.4 1343.4 1343.4 1350.73 1355.2 1362.8 1360.1 1365.85 1365.85 1365.85 1355.5 1332.4 1342.19 1334.1 1337.29 1337.29 1337.29 1328.2 1331.5 1315.3 1330.7 1322.1 1322.1 1322.1 1315.2 1319.5 1341 1335.05 1350.57 1350.57 1350.57 1353.1 1363.5 1357.4 1361.4 1336.53 1336.53 1336.53 1334.9 1340.7 1346.9 1338.5 1335.49 1335.49 1335.49 1338.85 1346 1348.3 1350.9 1339.77 1339.77 1339.77 1338.65 1337.3 1323.4 1321.8 1320.59 1320.59 1320.59 1322.65 1310.7 1308.9 1314.7 1327.2 1327.2 1327.2 1326.83 1349.75 1344.25 1337.4 1328 1328 1328 1328.7 1318.05 1322.55 1322.55 1309.72 1309.72 1309.72 1312.6 1314.9 1336.2 1337.3 1337.1 1337.1 1337.1 1337.4 1326.1 1321.3 1320 1316.1 1316.1 1316.1 1310.3 1268.1 1266.1 1253.8 1256.5 1256.5 1256.5 1259.6 1252.05 1254.75 1257.25 1250 1250 1250 1254.9 1262.2 1269 1265.2 1265.71 1265.71 1265.71 1263.8 1273.3 1265.7 1267.8 1275.4 1275.4 1275.4 1276.75 1287.5 1297 1301.4 1303.7 1303.7 1303.7 1281.57 1275.93 1277.3 1258.72 1227.23 1227.23 1227.23 1220.24 1228.06 1224.58 1215.88 1207.97 1207.97 1207.97 1213.66 1211.8 1188.06 1183.86 1183.8 1183.8 1183.8 1193.3 1188.15 1173.2 1171.45 1176.7 1176.7 1176.7 1169.97 1169.5 1173.92 1174.37 1174.37 -------------------------------------------------------------------------------- /shuchu_1.txt: -------------------------------------------------------------------------------- 1 | 657.11 657.3 660.8 660.38 668.2 668.2 668.2 667.6 662.5 667.6 665.3 673.4 673.4 673.4 672.52 681.65 681.8 695.41 701 701 701 703.1 712.5 711.6 708.3 707.6 707.6 707.6 717.9 723.5 721.4 733.26 731.5 731.5 731.5 730.6 731.7 728.8 734.43 743.6 743.6 743.6 747.2 731.6 727.9 738 742.7 742.7 742.7 733.3 737.9 741.1 747.88 749.1 749.1 749.1 759.4 760.5 754.82 768.2 765.2 765.2 765.2 754.2 759.8 763.95 769.3 785.2 785.2 785.2 791.8 782.1 796.59 787.3 807 807 807 806.5 825 831.09 833.59 832 832 832 793.5 802 811.95 788.45 786.3 786.3 786.3 781.75 803.2 800.32 804.53 823.8 823.8 823.8 824.6 812.59 2 | 879.45 875.4 875.4 875.4 859.5 863.9 842.95 857.4 854.2 854.2 854.2 820.85 822 811.7 817.8 843.15 843.15 843.15 835.9 857.25 854.25 857 899.75 899.75 899.75 903.35 899.22 887.55 908.65 927.85 927.85 927.85 905.49 900.35 905.75 914.55 911.5 911.5 911.5 894.55 915.1 938.99 946.75 941.7 941.7 941.7 941.75 970.25 984.9 974.65 992.9 992.9 992.9 991.75 962.67 953.83 946.2 942.35 942.35 942.35 926.1 916.28 906.5 932.4 939.35 939.35 939.35 921.97 898.15 909.4 926.63 929.75 929.75 929.75 923.15 915.4 942 959.85 952.2 952.2 952.2 939.5 925.87 934.02 934.1 923.15 923.15 923.15 915.84 919.15 927.4 904.05 893.15 893.15 893.15 868.9 881.24 880.5 879.35 881.65 3 | 1233.18 1222.45 1225.15 1193.75 1182.35 1177.1 1177.1 1177.1 1191.65 1204.25 1211.8 1212.65 1214.38 1214.38 1214.38 1216.2 1225.65 1223.45 1206.65 1219.9 1219.9 1219.9 1240.25 1236.55 1233.5 1216.55 1226.7 1226.7 1226.7 1221.25 1234.15 1229 1245.15 1256.8 1256.8 1256.8 1233.7 1240.05 1237.35 1243.45 1255.6 1255.6 1255.6 1238.95 1240.65 1242.25 1198.95 1211.6 1211.6 1211.6 1209.27 1192.63 1202.75 1198.1 1211.6 1211.6 1211.6 1196.85 1212.35 1208.3 1208.25 1193 1193 1193 1182.95 1192.05 1185.05 1194.95 1189.2 1189.2 1189.2 1183.55 1161.6 1163.6 1168.25 1181 1181 1181 1182.85 1186.15 1194.95 1194.95 1205.4 1205.4 1205.4 1201.35 1204.25 1198.1 1213.85 1215.5 1215.5 1215.5 1225.15 1224.85 1229.45 1232.15 1227.8 1227.8 1227.8 1226.15 4 | 1608.8 1614.4 1623.97 1623.97 1623.97 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1202.08 1201.6 1199.67 1204.69 1208.89 1213.06 1213.06 1213.06 1206.79 1203.79 1199.8 1198.42 1166.95 1166.95 1166.95 1166.95 1161.42 1154.78 1152.37 1158.02 1158.02 1158.02 1154.19 1149.12 1167 1171.3 1182.2 1182.2 1182.2 1189.06 1192.6 1195.15 1203.9 1198.8 1198.8 1198.8 1185.1 1183.3 1203.7 1201.5 1202.52 1202.52 1202.52 1214.47 1208.25 1202.65 1194.3 1207.5 1207.5 1207.5 1198.35 1192.4 1201.6 1198.1 1204.1 1204.1 1204.1 1196.25 1202.39 1187.06 1193.89 1178.97 1178.97 1178.97 1201.62 1211.94 1204.72 1183.97 1178 1178 1178 1187.97 1193.02 1191.29 1184.4 1187.5 1187.5 1187.5 1183.55 1193.15 1214.69 1221 1223.7 1223.7 1223.7 1225.05 1207.55 1209.45 1206.25 1205.4 1205.4 1205.4 1206.86 1187.15 1187.9 1187.95 1190 1190 1190 1188.95 1192.95 1184.95 1176.45 1171.5 1171.5 1171.5 1173.45 1176.05 1185.35 1181.95 1180.8 1180.8 1180.8 1185.55 1181.35 1185.25 1201.25 1200 1200 1200 1185.75 1177.65 1174.7 1172.95 1175.04 1175.04 1175.04 1179.85 1172.75 1168.6 1166.05 1168.28 1168.28 1168.28 1169.78 1154.65 1156.95 1159.35 1162.65 1162.65 1162.65 1157.45 1155.05 1148.85 1144.55 1134.32 1134.32 1134.32 1097.45 1100.85 1093.95 1090.15 1098.9 1098.9 1098.9 1094 1094.85 1096.55 1087.95 1095.01 1095.01 1095.01 1086.25 1087.35 1084.65 1089.15 1093.64 1093.64 1093.64 1103.85 1108.6 1124.75 1114.55 1114.54 1114.54 1114.54 1117.35 1117.45 1133.85 1152.35 1160.23 1160.23 1160.23 1154.65 1140.35 1124.75 1125.35 1133.07 1133.07 1133.07 1134.35 1139.75 1133.35 1124.75 1121.24 1121.24 1121.24 1118.68 1121.45 1106.33 1111.15 1107.26 1107.26 1107.26 1107.92 1104.95 1118.95 1130.45 1138.9 1138.9 1138.9 1132.95 1124.05 1129.95 1153.55 1145.87 1145.87 1145.87 1131.65 1126.75 1114.55 1113.15 1137.52 1137.52 1137.52 1135.35 1146.55 1144.85 1138.45 1155.58 1155.58 1155.58 1163.15 1168.25 1184.05 1182.75 1176.55 1176.55 1176.55 1170.35 1175.55 1166.65 1165.35 1163.81 1163.81 1163.81 1162.95 1166.35 1155.55 1145.45 1141.59 1141.59 1141.59 1133.5 1117.54 1107.32 1103.68 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