Instructions to use StockCast/unified with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use StockCast/unified with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://StockCast/unified") - Notebooks
- Google Colab
- Kaggle
Upload 5 files
Browse files- .gitattributes +3 -0
- global_scaler.bin +3 -0
- scrip_to_id.json +466 -0
- unified_lstm_nahead1.keras +3 -0
- unified_lstm_nahead3.keras +3 -0
- unified_lstm_nahead7.keras +3 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
unified_lstm_nahead1.keras filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
unified_lstm_nahead3.keras filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
unified_lstm_nahead7.keras filter=lfs diff=lfs merge=lfs -text
|
global_scaler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d24a457f0670b949fb8bff5879e95fde986f82af33ea606ed40f507fb9cec7e8
|
| 3 |
+
size 1167
|
scrip_to_id.json
ADDED
|
@@ -0,0 +1,466 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"00DS30": 0,
|
| 3 |
+
"00DSES": 1,
|
| 4 |
+
"00DSEX": 2,
|
| 5 |
+
"00DSMEX": 3,
|
| 6 |
+
"1JANATAMF": 4,
|
| 7 |
+
"1STPRIMFMF": 5,
|
| 8 |
+
"AAMRANET": 6,
|
| 9 |
+
"AAMRATECH": 7,
|
| 10 |
+
"ABB1STMF": 8,
|
| 11 |
+
"ABBANK": 9,
|
| 12 |
+
"ABBLPBOND": 10,
|
| 13 |
+
"ACFL": 11,
|
| 14 |
+
"ACHIASF": 12,
|
| 15 |
+
"ACI": 13,
|
| 16 |
+
"ACIFORMULA": 14,
|
| 17 |
+
"ACMELAB": 15,
|
| 18 |
+
"ACMEPL": 16,
|
| 19 |
+
"ACTIVEFINE": 17,
|
| 20 |
+
"ADNTEL": 18,
|
| 21 |
+
"ADVENT": 19,
|
| 22 |
+
"AFCAGRO": 20,
|
| 23 |
+
"AFTABAUTO": 21,
|
| 24 |
+
"AGNISYSL": 22,
|
| 25 |
+
"AGRANINS": 23,
|
| 26 |
+
"AIBL1STIMF": 24,
|
| 27 |
+
"AIL": 25,
|
| 28 |
+
"AL-HAJTEX": 26,
|
| 29 |
+
"ALARABANK": 27,
|
| 30 |
+
"ALIF": 28,
|
| 31 |
+
"ALLTEX": 29,
|
| 32 |
+
"AMANFEED": 30,
|
| 33 |
+
"AMBEEPHA": 31,
|
| 34 |
+
"AMCL(PRAN)": 32,
|
| 35 |
+
"AMPL": 33,
|
| 36 |
+
"ANLIMAYARN": 34,
|
| 37 |
+
"ANWARGALV": 35,
|
| 38 |
+
"AOL": 36,
|
| 39 |
+
"AOPLC": 37,
|
| 40 |
+
"APEXFOODS": 38,
|
| 41 |
+
"APEXFOOT": 39,
|
| 42 |
+
"APEXSPINN": 40,
|
| 43 |
+
"APEXTANRY": 41,
|
| 44 |
+
"APEXWEAV": 42,
|
| 45 |
+
"APOLOISPAT": 43,
|
| 46 |
+
"APSCLBOND": 44,
|
| 47 |
+
"ARAMIT": 45,
|
| 48 |
+
"ARAMITCEM": 46,
|
| 49 |
+
"ARGONDENIM": 47,
|
| 50 |
+
"ASIAINS": 48,
|
| 51 |
+
"ASIAPACINS": 49,
|
| 52 |
+
"ASIATICLAB": 50,
|
| 53 |
+
"ATCSLGF": 51,
|
| 54 |
+
"ATLASBANG": 52,
|
| 55 |
+
"AZIZPIPES": 53,
|
| 56 |
+
"BANGAS": 54,
|
| 57 |
+
"BANKASI1PB": 55,
|
| 58 |
+
"BANKASIA": 56,
|
| 59 |
+
"BARKAPOWER": 57,
|
| 60 |
+
"BATASHOE": 58,
|
| 61 |
+
"BATBC": 59,
|
| 62 |
+
"BAYLEASING": 60,
|
| 63 |
+
"BBS": 61,
|
| 64 |
+
"BBSCABLES": 62,
|
| 65 |
+
"BDAUTOCA": 63,
|
| 66 |
+
"BDCOM": 64,
|
| 67 |
+
"BDFINANCE": 65,
|
| 68 |
+
"BDLAMPS": 66,
|
| 69 |
+
"BDPAINTS": 67,
|
| 70 |
+
"BDTHAI": 68,
|
| 71 |
+
"BDTHAIFOOD": 69,
|
| 72 |
+
"BDWELDING": 70,
|
| 73 |
+
"BEACHHATCH": 71,
|
| 74 |
+
"BEACONPHAR": 72,
|
| 75 |
+
"BENGALBISC": 73,
|
| 76 |
+
"BENGALWTL": 74,
|
| 77 |
+
"BERGERPBL": 75,
|
| 78 |
+
"BESTHLDNG": 76,
|
| 79 |
+
"BEXGSUKUK": 77,
|
| 80 |
+
"BEXIMCO": 78,
|
| 81 |
+
"BGIC": 79,
|
| 82 |
+
"BIFC": 80,
|
| 83 |
+
"BNICL": 81,
|
| 84 |
+
"BPML": 82,
|
| 85 |
+
"BPPL": 83,
|
| 86 |
+
"BRACBANK": 84,
|
| 87 |
+
"BSC": 85,
|
| 88 |
+
"BSCPLC": 86,
|
| 89 |
+
"BSRMLTD": 87,
|
| 90 |
+
"BSRMSTEEL": 88,
|
| 91 |
+
"BXPHARMA": 89,
|
| 92 |
+
"BXSYNTH": 90,
|
| 93 |
+
"CAPITECGBF": 91,
|
| 94 |
+
"CAPMBDBLMF": 92,
|
| 95 |
+
"CAPMIBBLMF": 93,
|
| 96 |
+
"CBLPBOND": 94,
|
| 97 |
+
"CENTRALINS": 95,
|
| 98 |
+
"CENTRALPHL": 96,
|
| 99 |
+
"CITYBANK": 97,
|
| 100 |
+
"CITYGENINS": 98,
|
| 101 |
+
"CLICL": 99,
|
| 102 |
+
"CNATEX": 100,
|
| 103 |
+
"CONFIDCEM": 101,
|
| 104 |
+
"CONTININS": 102,
|
| 105 |
+
"COPPERTECH": 103,
|
| 106 |
+
"CRAFTSMAN": 104,
|
| 107 |
+
"CROWNCEMNT": 105,
|
| 108 |
+
"CRYSTALINS": 106,
|
| 109 |
+
"CVOPRL": 107,
|
| 110 |
+
"DACCADYE": 108,
|
| 111 |
+
"DAFODILCOM": 109,
|
| 112 |
+
"DBH": 110,
|
| 113 |
+
"DBH1STMF": 111,
|
| 114 |
+
"DBLPBOND": 112,
|
| 115 |
+
"DELTALIFE": 113,
|
| 116 |
+
"DELTASPINN": 114,
|
| 117 |
+
"DESCO": 115,
|
| 118 |
+
"DESHBANDHU": 116,
|
| 119 |
+
"DGIC": 117,
|
| 120 |
+
"DHAKABANK": 118,
|
| 121 |
+
"DHAKAINS": 119,
|
| 122 |
+
"DOMINAGE": 120,
|
| 123 |
+
"DOREENPWR": 121,
|
| 124 |
+
"DSHGARME": 122,
|
| 125 |
+
"DSSL": 123,
|
| 126 |
+
"DULAMIACOT": 124,
|
| 127 |
+
"DUTCHBANGL": 125,
|
| 128 |
+
"EASTERNINS": 126,
|
| 129 |
+
"EASTLAND": 127,
|
| 130 |
+
"EASTRNLUB": 128,
|
| 131 |
+
"EBL": 129,
|
| 132 |
+
"EBL1STMF": 130,
|
| 133 |
+
"EBLNRBMF": 131,
|
| 134 |
+
"ECABLES": 132,
|
| 135 |
+
"EGEN": 133,
|
| 136 |
+
"EHL": 134,
|
| 137 |
+
"EIL": 135,
|
| 138 |
+
"EMERALDOIL": 136,
|
| 139 |
+
"ENVOYTEX": 137,
|
| 140 |
+
"EPGL": 138,
|
| 141 |
+
"ESQUIRENIT": 139,
|
| 142 |
+
"ETL": 140,
|
| 143 |
+
"EXIM1STMF": 141,
|
| 144 |
+
"EXIMBANK": 142,
|
| 145 |
+
"FAMILYTEX": 143,
|
| 146 |
+
"FARCHEM": 144,
|
| 147 |
+
"FAREASTFIN": 145,
|
| 148 |
+
"FAREASTLIF": 146,
|
| 149 |
+
"FASFIN": 147,
|
| 150 |
+
"FBFIF": 148,
|
| 151 |
+
"FEDERALINS": 149,
|
| 152 |
+
"FEKDIL": 150,
|
| 153 |
+
"FINEFOODS": 151,
|
| 154 |
+
"FIRSTFIN": 152,
|
| 155 |
+
"FIRSTSBANK": 153,
|
| 156 |
+
"FORTUNE": 154,
|
| 157 |
+
"FUWANGCER": 155,
|
| 158 |
+
"FUWANGFOOD": 156,
|
| 159 |
+
"GBBPOWER": 157,
|
| 160 |
+
"GEMINISEA": 158,
|
| 161 |
+
"GENEXIL": 159,
|
| 162 |
+
"GENNEXT": 160,
|
| 163 |
+
"GHAIL": 161,
|
| 164 |
+
"GHCL": 162,
|
| 165 |
+
"GIB": 163,
|
| 166 |
+
"GLDNJMF": 164,
|
| 167 |
+
"GLOBALINS": 165,
|
| 168 |
+
"GOLDENSON": 166,
|
| 169 |
+
"GP": 167,
|
| 170 |
+
"GPHISPAT": 168,
|
| 171 |
+
"GQBALLPEN": 169,
|
| 172 |
+
"GRAMEENS2": 170,
|
| 173 |
+
"GREENDELMF": 171,
|
| 174 |
+
"GREENDELT": 172,
|
| 175 |
+
"GSPFINANCE": 173,
|
| 176 |
+
"HAKKANIPUL": 174,
|
| 177 |
+
"HAMI": 175,
|
| 178 |
+
"HEIDELBCEM": 176,
|
| 179 |
+
"HFL": 177,
|
| 180 |
+
"HIMADRI": 178,
|
| 181 |
+
"HRTEX": 179,
|
| 182 |
+
"HWAWELLTEX": 180,
|
| 183 |
+
"IBNSINA": 181,
|
| 184 |
+
"IBP": 182,
|
| 185 |
+
"ICB": 183,
|
| 186 |
+
"ICB3RDNRB": 184,
|
| 187 |
+
"ICBAGRANI1": 185,
|
| 188 |
+
"ICBAMCL2ND": 186,
|
| 189 |
+
"ICBEPMF1S1": 187,
|
| 190 |
+
"ICBIBANK": 188,
|
| 191 |
+
"ICBSONALI1": 189,
|
| 192 |
+
"ICICL": 190,
|
| 193 |
+
"IDLC": 191,
|
| 194 |
+
"IFADAUTOS": 192,
|
| 195 |
+
"IFIC": 193,
|
| 196 |
+
"IFIC1STMF": 194,
|
| 197 |
+
"IFILISLMF1": 195,
|
| 198 |
+
"ILFSL": 196,
|
| 199 |
+
"INDEXAGRO": 197,
|
| 200 |
+
"INTECH": 198,
|
| 201 |
+
"INTRACO": 199,
|
| 202 |
+
"IPDC": 200,
|
| 203 |
+
"ISLAMIBANK": 201,
|
| 204 |
+
"ISLAMICFIN": 202,
|
| 205 |
+
"ISLAMIINS": 203,
|
| 206 |
+
"ISNLTD": 204,
|
| 207 |
+
"ITC": 205,
|
| 208 |
+
"JAMUNABANK": 206,
|
| 209 |
+
"JAMUNAOIL": 207,
|
| 210 |
+
"JANATAINS": 208,
|
| 211 |
+
"JHRML": 209,
|
| 212 |
+
"JMISMDL": 210,
|
| 213 |
+
"JUTESPINN": 211,
|
| 214 |
+
"KARNAPHULI": 212,
|
| 215 |
+
"KAY&QUE": 213,
|
| 216 |
+
"KBPPWBIL": 214,
|
| 217 |
+
"KBSEED": 215,
|
| 218 |
+
"KDSALTD": 216,
|
| 219 |
+
"KEYACOSMET": 217,
|
| 220 |
+
"KFL": 218,
|
| 221 |
+
"KOHINOOR": 219,
|
| 222 |
+
"KPCL": 220,
|
| 223 |
+
"KPPL": 221,
|
| 224 |
+
"KTL": 222,
|
| 225 |
+
"LANKABAFIN": 223,
|
| 226 |
+
"LEGACYFOOT": 224,
|
| 227 |
+
"LHB": 225,
|
| 228 |
+
"LIBRAINFU": 226,
|
| 229 |
+
"LINDEBD": 227,
|
| 230 |
+
"LOVELLO": 228,
|
| 231 |
+
"LRBDL": 229,
|
| 232 |
+
"LRGLOBMF1": 230,
|
| 233 |
+
"MAKSONSPIN": 231,
|
| 234 |
+
"MALEKSPIN": 232,
|
| 235 |
+
"MAMUNAGRO": 233,
|
| 236 |
+
"MARICO": 234,
|
| 237 |
+
"MASTERAGRO": 235,
|
| 238 |
+
"MATINSPINN": 236,
|
| 239 |
+
"MBL1STMF": 237,
|
| 240 |
+
"MBPLCPBOND": 238,
|
| 241 |
+
"MEGCONMILK": 239,
|
| 242 |
+
"MEGHNACEM": 240,
|
| 243 |
+
"MEGHNAINS": 241,
|
| 244 |
+
"MEGHNALIFE": 242,
|
| 245 |
+
"MEGHNAPET": 243,
|
| 246 |
+
"MERCANBANK": 244,
|
| 247 |
+
"MERCINS": 245,
|
| 248 |
+
"METROSPIN": 246,
|
| 249 |
+
"MHSML": 247,
|
| 250 |
+
"MIDASFIN": 248,
|
| 251 |
+
"MIDLANDBNK": 249,
|
| 252 |
+
"MIRACLEIND": 250,
|
| 253 |
+
"MIRAKHTER": 251,
|
| 254 |
+
"MITHUNKNIT": 252,
|
| 255 |
+
"MJLBD": 253,
|
| 256 |
+
"MKFOOTWEAR": 254,
|
| 257 |
+
"MLDYEING": 255,
|
| 258 |
+
"MONNOAGML": 256,
|
| 259 |
+
"MONNOCERA": 257,
|
| 260 |
+
"MONNOFABR": 258,
|
| 261 |
+
"MONOSPOOL": 259,
|
| 262 |
+
"MOSTFAMETL": 260,
|
| 263 |
+
"MPETROLEUM": 261,
|
| 264 |
+
"MTB": 262,
|
| 265 |
+
"NAHEEACP": 263,
|
| 266 |
+
"NATLIFEINS": 264,
|
| 267 |
+
"NAVANACNG": 265,
|
| 268 |
+
"NAVANAPHAR": 266,
|
| 269 |
+
"NBL": 267,
|
| 270 |
+
"NCCBANK": 268,
|
| 271 |
+
"NCCBLMF1": 269,
|
| 272 |
+
"NEWLINE": 270,
|
| 273 |
+
"NFML": 271,
|
| 274 |
+
"NHFIL": 272,
|
| 275 |
+
"NIALCO": 273,
|
| 276 |
+
"NITOLINS": 274,
|
| 277 |
+
"NORTHERN": 275,
|
| 278 |
+
"NORTHRNINS": 276,
|
| 279 |
+
"NPOLYMER": 277,
|
| 280 |
+
"NRBBANK": 278,
|
| 281 |
+
"NRBCBANK": 279,
|
| 282 |
+
"NTC": 280,
|
| 283 |
+
"NTLTUBES": 281,
|
| 284 |
+
"NURANI": 282,
|
| 285 |
+
"OAL": 283,
|
| 286 |
+
"OIMEX": 284,
|
| 287 |
+
"OLYMPIC": 285,
|
| 288 |
+
"ONEBANKPLC": 286,
|
| 289 |
+
"ORIONINFU": 287,
|
| 290 |
+
"ORIONPHARM": 288,
|
| 291 |
+
"ORYZAAGRO": 289,
|
| 292 |
+
"PADMALIFE": 290,
|
| 293 |
+
"PADMAOIL": 291,
|
| 294 |
+
"PAPERPROC": 292,
|
| 295 |
+
"PARAMOUNT": 293,
|
| 296 |
+
"PDL": 294,
|
| 297 |
+
"PENINSULA": 295,
|
| 298 |
+
"PEOPLESINS": 296,
|
| 299 |
+
"PF1STMF": 297,
|
| 300 |
+
"PHARMAID": 298,
|
| 301 |
+
"PHENIXINS": 299,
|
| 302 |
+
"PHOENIXFIN": 300,
|
| 303 |
+
"PHPMF1": 301,
|
| 304 |
+
"PIONEERINS": 302,
|
| 305 |
+
"PLFSL": 303,
|
| 306 |
+
"POPULAR1MF": 304,
|
| 307 |
+
"POPULARLIF": 305,
|
| 308 |
+
"POWERGRID": 306,
|
| 309 |
+
"PRAGATIINS": 307,
|
| 310 |
+
"PRAGATILIF": 308,
|
| 311 |
+
"PREMIERBAN": 309,
|
| 312 |
+
"PREMIERCEM": 310,
|
| 313 |
+
"PREMIERLEA": 311,
|
| 314 |
+
"PRIME1ICBA": 312,
|
| 315 |
+
"PRIMEBANK": 313,
|
| 316 |
+
"PRIMEFIN": 314,
|
| 317 |
+
"PRIMEINSUR": 315,
|
| 318 |
+
"PRIMELIFE": 316,
|
| 319 |
+
"PRIMETEX": 317,
|
| 320 |
+
"PROGRESLIF": 318,
|
| 321 |
+
"PROVATIINS": 319,
|
| 322 |
+
"PTL": 320,
|
| 323 |
+
"PUBALIBANK": 321,
|
| 324 |
+
"PURABIGEN": 322,
|
| 325 |
+
"QUASEMIND": 323,
|
| 326 |
+
"QUEENSOUTH": 324,
|
| 327 |
+
"RAHIMAFOOD": 325,
|
| 328 |
+
"RAHIMTEXT": 326,
|
| 329 |
+
"RAKCERAMIC": 327,
|
| 330 |
+
"RANFOUNDRY": 328,
|
| 331 |
+
"RDFOOD": 329,
|
| 332 |
+
"RECKITTBEN": 330,
|
| 333 |
+
"REGENTTEX": 331,
|
| 334 |
+
"RELIANCE1": 332,
|
| 335 |
+
"RELIANCINS": 333,
|
| 336 |
+
"RENATA": 334,
|
| 337 |
+
"RENWICKJA": 335,
|
| 338 |
+
"REPUBLIC": 336,
|
| 339 |
+
"RINGSHINE": 337,
|
| 340 |
+
"RNSPIN": 338,
|
| 341 |
+
"ROBI": 339,
|
| 342 |
+
"RSRMSTEEL": 340,
|
| 343 |
+
"RUNNERAUTO": 341,
|
| 344 |
+
"RUPALIBANK": 342,
|
| 345 |
+
"RUPALIINS": 343,
|
| 346 |
+
"RUPALILIFE": 344,
|
| 347 |
+
"SADHESIVE": 345,
|
| 348 |
+
"SAFKOSPINN": 346,
|
| 349 |
+
"SAIFPOWER": 347,
|
| 350 |
+
"SAIHAMCOT": 348,
|
| 351 |
+
"SAIHAMTEX": 349,
|
| 352 |
+
"SALAMCRST": 350,
|
| 353 |
+
"SALVOCHEM": 351,
|
| 354 |
+
"SAMATALETH": 352,
|
| 355 |
+
"SAMORITA": 353,
|
| 356 |
+
"SANDHANINS": 354,
|
| 357 |
+
"SAPORTL": 355,
|
| 358 |
+
"SAVAREFR": 356,
|
| 359 |
+
"SBACBANK": 357,
|
| 360 |
+
"SEAPEARL": 358,
|
| 361 |
+
"SEB1PBOND": 359,
|
| 362 |
+
"SEMLFBSLGF": 360,
|
| 363 |
+
"SEMLIBBLSF": 361,
|
| 364 |
+
"SEMLLECMF": 362,
|
| 365 |
+
"SHAHJABANK": 363,
|
| 366 |
+
"SHARPIND": 364,
|
| 367 |
+
"SHASHADNIM": 365,
|
| 368 |
+
"SHEPHERD": 366,
|
| 369 |
+
"SHURWID": 367,
|
| 370 |
+
"SHYAMPSUG": 368,
|
| 371 |
+
"SIBL": 369,
|
| 372 |
+
"SICL": 370,
|
| 373 |
+
"SILCOPHL": 371,
|
| 374 |
+
"SILVAPHL": 372,
|
| 375 |
+
"SIMTEX": 373,
|
| 376 |
+
"SINGERBD": 374,
|
| 377 |
+
"SINOBANGLA": 375,
|
| 378 |
+
"SIPLC": 376,
|
| 379 |
+
"SKTRIMS": 377,
|
| 380 |
+
"SONALIANSH": 378,
|
| 381 |
+
"SONALILIFE": 379,
|
| 382 |
+
"SONALIPAPR": 380,
|
| 383 |
+
"SONARBAINS": 381,
|
| 384 |
+
"SONARGAON": 382,
|
| 385 |
+
"SOUTHEASTB": 383,
|
| 386 |
+
"SPCERAMICS": 384,
|
| 387 |
+
"SPCL": 385,
|
| 388 |
+
"SQUARETEXT": 386,
|
| 389 |
+
"SQURPHARMA": 387,
|
| 390 |
+
"SSSTEEL": 388,
|
| 391 |
+
"STANCERAM": 389,
|
| 392 |
+
"STANDARINS": 390,
|
| 393 |
+
"STANDBANKL": 391,
|
| 394 |
+
"STYLECRAFT": 392,
|
| 395 |
+
"SUMITPOWER": 393,
|
| 396 |
+
"SUNLIFEINS": 394,
|
| 397 |
+
"TAKAFULINS": 395,
|
| 398 |
+
"TALLUSPIN": 396,
|
| 399 |
+
"TAMIJTEX": 397,
|
| 400 |
+
"TB10Y0135": 398,
|
| 401 |
+
"TB10Y0234": 399,
|
| 402 |
+
"TB10Y0434": 400,
|
| 403 |
+
"TB10Y0634": 401,
|
| 404 |
+
"TB10Y0932": 402,
|
| 405 |
+
"TB15Y0339": 403,
|
| 406 |
+
"TB15Y0637": 404,
|
| 407 |
+
"TB15Y0925": 405,
|
| 408 |
+
"TB20Y0143": 406,
|
| 409 |
+
"TB20Y0744": 407,
|
| 410 |
+
"TB20Y1242": 408,
|
| 411 |
+
"TB2Y0126": 409,
|
| 412 |
+
"TB2Y0227": 410,
|
| 413 |
+
"TB2Y0325": 411,
|
| 414 |
+
"TB2Y0426": 412,
|
| 415 |
+
"TB2Y0525": 413,
|
| 416 |
+
"TB2Y0526": 414,
|
| 417 |
+
"TB2Y0626": 415,
|
| 418 |
+
"TB2Y0725": 416,
|
| 419 |
+
"TB2Y0826": 417,
|
| 420 |
+
"TB2Y0925": 418,
|
| 421 |
+
"TB2Y1026": 419,
|
| 422 |
+
"TB2Y1125": 420,
|
| 423 |
+
"TB2Y1126": 421,
|
| 424 |
+
"TB5Y0125": 422,
|
| 425 |
+
"TB5Y0230": 423,
|
| 426 |
+
"TB5Y0425": 424,
|
| 427 |
+
"TB5Y0429": 425,
|
| 428 |
+
"TB5Y0529": 426,
|
| 429 |
+
"TB5Y1029": 427,
|
| 430 |
+
"TB5Y1128": 428,
|
| 431 |
+
"TB5Y1225": 429,
|
| 432 |
+
"TB5Y1229": 430,
|
| 433 |
+
"TECHNODRUG": 431,
|
| 434 |
+
"TILIL": 432,
|
| 435 |
+
"TITASGAS": 433,
|
| 436 |
+
"TOSRIFA": 434,
|
| 437 |
+
"TRUSTB1MF": 435,
|
| 438 |
+
"TRUSTBANK": 436,
|
| 439 |
+
"TUNGHAI": 437,
|
| 440 |
+
"UCB": 438,
|
| 441 |
+
"UCB2PBOND": 439,
|
| 442 |
+
"UNILEVERCL": 440,
|
| 443 |
+
"UNIONBANK": 441,
|
| 444 |
+
"UNIONCAP": 442,
|
| 445 |
+
"UNIONINS": 443,
|
| 446 |
+
"UNIQUEHRL": 444,
|
| 447 |
+
"UNITEDFIN": 445,
|
| 448 |
+
"UNITEDINS": 446,
|
| 449 |
+
"UPGDCL": 447,
|
| 450 |
+
"USMANIAGL": 448,
|
| 451 |
+
"UTTARABANK": 449,
|
| 452 |
+
"UTTARAFIN": 450,
|
| 453 |
+
"VAMLBDMF1": 451,
|
| 454 |
+
"VAMLRBBF": 452,
|
| 455 |
+
"VFSTDL": 453,
|
| 456 |
+
"WALTONHIL": 454,
|
| 457 |
+
"WATACHEM": 455,
|
| 458 |
+
"WEBCOATS": 456,
|
| 459 |
+
"WMSHIPYARD": 457,
|
| 460 |
+
"WONDERTOYS": 458,
|
| 461 |
+
"YPL": 459,
|
| 462 |
+
"YUSUFLOUR": 460,
|
| 463 |
+
"ZAHEENSPIN": 461,
|
| 464 |
+
"ZAHINTEX": 462,
|
| 465 |
+
"ZEALBANGLA": 463
|
| 466 |
+
}
|
unified_lstm_nahead1.keras
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:883ab26a32749b3b7a6d89efca1a556bdf6c555294e35b0237293abda4864613
|
| 3 |
+
size 1656358
|
unified_lstm_nahead3.keras
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ce4e58866a15e0f64adb00e2015e0a27bdafaac07b21ee97a84a305bce85df6f
|
| 3 |
+
size 1657944
|
unified_lstm_nahead7.keras
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf378f75942b0befec0e2053c23f1a33f990f9d60a8d06ff63843eed54b8c47b
|
| 3 |
+
size 1661064
|