├── LICENSE ├── ML ├── model2 │ ├── rough.ipynb │ ├── INFY.h5 │ ├── improved_INFY.h5 │ ├── __pycache__ │ │ ├── utils.cpython-310.pyc │ │ ├── Backtest.cpython-310.pyc │ │ └── Backtest.cpython-311.pyc │ └── utils.py ├── ManasLatest19.01 │ └── app.py ├── model1 │ ├── tuner_results │ │ └── lstm_tuning │ │ │ ├── tuner0.json │ │ │ ├── trial_00 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ │ │ ├── trial_01 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ │ │ ├── trial_02 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ │ │ ├── trial_03 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ │ │ ├── trial_04 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ │ │ ├── trial_05 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ │ │ ├── trial_06 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ │ │ ├── trial_07 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ │ │ ├── trial_08 │ │ │ ├── build_config.json │ │ │ └── checkpoint.weights.h5 │ │ │ └── trial_09 │ │ │ ├── build_config.json │ │ │ ├── checkpoint.weights.h5 │ │ │ └── trial.json │ ├── lstm_model.h5 │ ├── model_99.h5 │ └── model_experiments │ │ ├── model_1_dense │ │ ├── variables │ │ │ ├── variables_temp │ │ │ │ └── part-00000-of-00001.data-00000-of-00001.tempstate1366300171089993003 │ │ │ ├── variables.index │ │ │ └── variables.data-00000-of-00001 │ │ ├── fingerprint.pb │ │ ├── saved_model.pb │ │ └── keras_metadata.pb │ │ ├── model_5_LSTM │ │ ├── fingerprint.pb │ │ ├── saved_model.pb │ │ ├── keras_metadata.pb │ │ └── variables │ │ │ ├── variables.index │ │ │ └── variables.data-00000-of-00001 │ │ ├── model_2_dense │ │ ├── fingerprint.pb │ │ ├── saved_model.pb │ │ ├── keras_metadata.pb │ │ └── variables │ │ │ ├── variables.index │ │ │ └── variables.data-00000-of-00001 │ │ ├── model_3_dense │ │ ├── fingerprint.pb │ │ ├── saved_model.pb │ │ ├── keras_metadata.pb │ │ └── variables │ │ │ ├── variables.index │ │ │ └── variables.data-00000-of-00001 │ │ └── model_4_Conv1D │ │ ├── fingerprint.pb │ │ ├── saved_model.pb │ │ ├── keras_metadata.pb │ │ └── variables │ │ ├── variables.index │ │ └── variables.data-00000-of-00001 ├── Deployment │ ├── INFY.h5 │ └── __pycache__ │ │ └── alpaca.cpython-310.pyc ├── ManasTest │ ├── models │ │ ├── LT.NS.h5 │ │ ├── NH.NS.h5 │ │ ├── ABB.NS.h5 │ │ ├── ACC.NS.h5 │ │ ├── ACI.NS.h5 │ │ ├── ATGL.NS.h5 │ │ ├── ATUL.NS.h5 │ │ ├── AWL.NS.h5 │ │ ├── BBTC.NS.h5 │ │ ├── BCG.NS.h5 │ │ ├── BDL.NS.h5 │ │ ├── BEL.NS.h5 │ │ ├── BEML.NS.h5 │ │ ├── BHEL.NS.h5 │ │ ├── BLS.NS.h5 │ │ ├── BPCL.NS.h5 │ │ ├── BSE.NS.h5 │ │ ├── CAMS.NS.h5 │ │ ├── CCL.NS.h5 │ │ ├── CDSL.NS.h5 │ │ ├── CERA.NS.h5 │ │ ├── CESC.NS.h5 │ │ ├── CGCL.NS.h5 │ │ ├── CUB.NS.h5 │ │ ├── DLF.NS.h5 │ │ ├── EPL.NS.h5 │ │ ├── ERIS.NS.h5 │ │ ├── FACT.NS.h5 │ │ ├── FDC.NS.h5 │ │ ├── FSL.NS.h5 │ │ ├── GAEL.NS.h5 │ │ ├── GAIL.NS.h5 │ │ ├── GLS.NS.h5 │ │ ├── GNFC.NS.h5 │ │ ├── GPIL.NS.h5 │ │ ├── GPPL.NS.h5 │ │ ├── GSFC.NS.h5 │ │ ├── GSPL.NS.h5 │ │ ├── HAL.NS.h5 │ │ ├── HEG.NS.h5 │ │ ├── HFCL.NS.h5 │ │ ├── IDBI.NS.h5 │ │ ├── IDEA.NS.h5 │ │ ├── IDFC.NS.h5 │ │ ├── IEX.NS.h5 │ │ ├── IGL.NS.h5 │ │ ├── IIFL.NS.h5 │ │ ├── INFY.NS.h5 │ │ ├── IOB.NS.h5 │ │ ├── IOC.NS.h5 │ │ ├── IRB.NS.h5 │ │ ├── IRFC.NS.h5 │ │ ├── ISEC.NS.h5 │ │ ├── ITC.NS.h5 │ │ ├── ITI.NS.h5 │ │ ├── JBMA.NS.h5 │ │ ├── JSL.NS.h5 │ │ ├── KEC.NS.h5 │ │ ├── KEI.NS.h5 │ │ ├── KIMS.NS.h5 │ │ ├── KPIL.NS.h5 │ │ ├── KRBL.NS.h5 │ │ ├── KSB.NS.h5 │ │ ├── LICI.NS.h5 │ │ ├── LTIM.NS.h5 │ │ ├── LTTS.NS.h5 │ │ ├── M&M.NS.h5 │ │ ├── MCX.NS.h5 │ │ ├── MFSL.NS.h5 │ │ ├── MGL.NS.h5 │ │ ├── MMTC.NS.h5 │ │ ├── MRF.NS.h5 │ │ ├── MRPL.NS.h5 │ │ ├── NBCC.NS.h5 │ │ ├── NCC.NS.h5 │ │ ├── NHPC.NS.h5 │ │ ├── NMDC.NS.h5 │ │ ├── NTPC.NS.h5 │ │ ├── OFSS.NS.h5 │ │ ├── OIL.NS.h5 │ │ ├── ONGC.NS.h5 │ │ ├── PCBL.NS.h5 │ │ ├── PEL.NS.h5 │ │ ├── PFC.NS.h5 │ │ ├── PGHH.NS.h5 │ │ ├── PGHL.NS.h5 │ │ ├── PNB.NS.h5 │ │ ├── RAIN.NS.h5 │ │ ├── RBA.NS.h5 │ │ ├── RCF.NS.h5 │ │ ├── RHIM.NS.h5 │ │ ├── RVNL.NS.h5 │ │ ├── SAIL.NS.h5 │ │ ├── SBIN.NS.h5 │ │ ├── SFL.NS.h5 │ │ ├── SJVN.NS.h5 │ │ ├── SRF.NS.h5 │ │ ├── TCS.NS.h5 │ │ ├── TTML.NS.h5 │ │ ├── UBL.NS.h5 │ │ ├── UPL.NS.h5 │ │ ├── VBL.NS.h5 │ │ ├── VEDL.NS.h5 │ │ ├── VTL.NS.h5 │ │ ├── ZEEL.NS.h5 │ │ ├── 360ONE.NS.h5 │ │ ├── 3MINDIA.NS.h5 │ │ ├── AAVAS.NS.h5 │ │ ├── ABFRL.NS.h5 │ │ ├── AETHER.NS.h5 │ │ ├── AFFLE.NS.h5 │ │ ├── AIAENG.NS.h5 │ │ ├── ALKEM.NS.h5 │ │ ├── AMBER.NS.h5 │ │ ├── ANURAS.NS.h5 │ │ ├── APLLTD.NS.h5 │ │ ├── APTUS.NS.h5 │ │ ├── ASTERDM.NS.h5 │ │ ├── ASTRAL.NS.h5 │ │ ├── AUBANK.NS.h5 │ │ ├── BIKAJI.NS.h5 │ │ ├── BIOCON.NS.h5 │ │ ├── BRIGADE.NS.h5 │ │ ├── BSOFT.NS.h5 │ │ ├── CAMPUS.NS.h5 │ │ ├── CANBK.NS.h5 │ │ ├── CEATLTD.NS.h5 │ │ ├── CGPOWER.NS.h5 │ │ ├── CHALET.NS.h5 │ │ ├── CIPLA.NS.h5 │ │ ├── CLEAN.NS.h5 │ │ ├── COFORGE.NS.h5 │ │ ├── COLPAL.NS.h5 │ │ ├── CONCOR.NS.h5 │ │ ├── CRISIL.NS.h5 │ │ ├── CSBBANK.NS.h5 │ │ ├── CYIENT.NS.h5 │ │ ├── DABUR.NS.h5 │ │ ├── DEVYANI.NS.h5 │ │ ├── DIXON.NS.h5 │ │ ├── DMART.NS.h5 │ │ ├── DRREDDY.NS.h5 │ │ ├── ECLERX.NS.h5 │ │ ├── EIHOTEL.NS.h5 │ │ ├── EPIGRAL.NS.h5 │ │ ├── ESCORTS.NS.h5 │ │ ├── FINEORG.NS.h5 │ │ ├── FINPIPE.NS.h5 │ │ ├── FORTIS.NS.h5 │ │ ├── GESHIP.NS.h5 │ │ ├── GICRE.NS.h5 │ │ ├── GLAND.NS.h5 │ │ ├── GLAXO.NS.h5 │ │ ├── GRASIM.NS.h5 │ │ ├── GRINFRA.NS.h5 │ │ ├── HAVELLS.NS.h5 │ │ ├── HCLTECH.NS.h5 │ │ ├── HDFCAMC.NS.h5 │ │ ├── HLEGLAS.NS.h5 │ │ ├── HONAUT.NS.h5 │ │ ├── HUDCO.NS.h5 │ │ ├── ICICIGI.NS.h5 │ │ ├── INDIANB.NS.h5 │ │ ├── INDIGO.NS.h5 │ │ ├── IPCALAB.NS.h5 │ │ ├── IRCON.NS.h5 │ │ ├── IRCTC.NS.h5 │ │ ├── JKPAPER.NS.h5 │ │ ├── KAYNES.NS.h5 │ │ ├── KNRCON.NS.h5 │ │ ├── KPRMILL.NS.h5 │ │ ├── L&TFH.NS.h5 │ │ ├── LODHA.NS.h5 │ │ ├── LUPIN.NS.h5 │ │ ├── LUXIND.NS.h5 │ │ ├── LXCHEM.NS.h5 │ │ ├── M&MFIN.NS.h5 │ │ ├── MAHLIFE.NS.h5 │ │ ├── MANKIND.NS.h5 │ │ ├── MARICO.NS.h5 │ │ ├── MARUTI.NS.h5 │ │ ├── MASTEK.NS.h5 │ │ ├── MAZDOCK.NS.h5 │ │ ├── MEDANTA.NS.h5 │ │ ├── MEDPLUS.NS.h5 │ │ ├── MHRIL.NS.h5 │ │ ├── MPHASIS.NS.h5 │ │ ├── MSUMI.NS.h5 │ │ ├── NAUKRI.NS.h5 │ │ ├── NAZARA.NS.h5 │ │ ├── NIACL.NS.h5 │ │ ├── NSLNISP.NS.h5 │ │ ├── NUVOCO.NS.h5 │ │ ├── NYKAA.NS.h5 │ │ ├── OLECTRA.NS.h5 │ │ ├── PAGEIND.NS.h5 │ │ ├── PAYTM.NS.h5 │ │ ├── PFIZER.NS.h5 │ │ ├── PIIND.NS.h5 │ │ ├── POLYCAB.NS.h5 │ │ ├── POLYMED.NS.h5 │ │ ├── PRAJIND.NS.h5 │ │ ├── PVRINOX.NS.h5 │ │ ├── QUESS.NS.h5 │ │ ├── RADICO.NS.h5 │ │ ├── RAINBOW.NS.h5 │ │ ├── RALLIS.NS.h5 │ │ ├── RAYMOND.NS.h5 │ │ ├── RBLBANK.NS.h5 │ │ ├── RECLTD.NS.h5 │ │ ├── RELAXO.NS.h5 │ │ ├── RENUKA.NS.h5 │ │ ├── RITES.NS.h5 │ │ ├── ROSSARI.NS.h5 │ │ ├── ROUTE.NS.h5 │ │ ├── SAFARI.NS.h5 │ │ ├── SANOFI.NS.h5 │ │ ├── SBICARD.NS.h5 │ │ ├── SBILIFE.NS.h5 │ │ ├── SIEMENS.NS.h5 │ │ ├── SOBHA.NS.h5 │ │ ├── SPARC.NS.h5 │ │ ├── STLTECH.NS.h5 │ │ ├── SUNTECK.NS.h5 │ │ ├── SUNTV.NS.h5 │ │ ├── SUZLON.NS.h5 │ │ ├── SWSOLAR.NS.h5 │ │ ├── SYNGENE.NS.h5 │ │ ├── SYRMA.NS.h5 │ │ ├── TANLA.NS.h5 │ │ ├── TECHM.NS.h5 │ │ ├── THERMAX.NS.h5 │ │ ├── TIINDIA.NS.h5 │ │ ├── TIMKEN.NS.h5 │ │ ├── TITAN.NS.h5 │ │ ├── TRENT.NS.h5 │ │ ├── TRIDENT.NS.h5 │ │ ├── TRIVENI.NS.h5 │ │ ├── UCOBANK.NS.h5 │ │ ├── UTIAMC.NS.h5 │ │ ├── VARROC.NS.h5 │ │ ├── VGUARD.NS.h5 │ │ ├── VIJAYA.NS.h5 │ │ ├── VIPIND.NS.h5 │ │ ├── VMART.NS.h5 │ │ ├── VOLTAS.NS.h5 │ │ ├── WELCORP.NS.h5 │ │ ├── WIPRO.NS.h5 │ │ ├── YESBANK.NS.h5 │ │ ├── ZOMATO.NS.h5 │ │ ├── AARTIIND.NS.h5 │ │ ├── ABCAPITAL.NS.h5 │ │ ├── ADANIENT.NS.h5 │ │ ├── AEGISCHEM.NS.h5 │ │ ├── ALLCARGO.NS.h5 │ │ ├── ALOKINDS.NS.h5 │ │ ├── AMBUJACEM.NS.h5 │ │ ├── ANGELONE.NS.h5 │ │ ├── APARINDS.NS.h5 │ │ ├── APLAPOLLO.NS.h5 │ │ ├── ASHOKLEY.NS.h5 │ │ ├── AXISBANK.NS.h5 │ │ ├── BALAMINES.NS.h5 │ │ ├── BANKINDIA.NS.h5 │ │ ├── BATAINDIA.NS.h5 │ │ ├── BAYERCROP.NS.h5 │ │ ├── BLUEDART.NS.h5 │ │ ├── BORORENEW.NS.h5 │ │ ├── BOSCHLTD.NS.h5 │ │ ├── BRITANNIA.NS.h5 │ │ ├── CENTRALBK.NS.h5 │ │ ├── CHOLAFIN.NS.h5 │ │ ├── CIEINDIA.NS.h5 │ │ ├── COALINDIA.NS.h5 │ │ ├── CRAFTSMAN.NS.h5 │ │ ├── CREDITACC.NS.h5 │ │ ├── CROMPTON.NS.h5 │ │ ├── DALBHARAT.NS.h5 │ │ ├── DEEPAKNTR.NS.h5 │ │ ├── DELHIVERY.NS.h5 │ │ ├── DELTACORP.NS.h5 │ │ ├── DIVISLAB.NS.h5 │ │ ├── EICHERMOT.NS.h5 │ │ ├── EIDPARRY.NS.h5 │ │ ├── ELGIEQUIP.NS.h5 │ │ ├── EMAMILTD.NS.h5 │ │ ├── ENDURANCE.NS.h5 │ │ ├── EXIDEIND.NS.h5 │ │ ├── FINCABLES.NS.h5 │ │ ├── FIVESTAR.NS.h5 │ │ ├── GILLETTE.NS.h5 │ │ ├── GLENMARK.NS.h5 │ │ ├── GMRINFRA.NS.h5 │ │ ├── GOCOLORS.NS.h5 │ │ ├── GODREJCP.NS.h5 │ │ ├── GODREJIND.NS.h5 │ │ ├── GRANULES.NS.h5 │ │ ├── GRAPHITE.NS.h5 │ │ ├── GRINDWELL.NS.h5 │ │ ├── GUJALKALI.NS.h5 │ │ ├── GUJGASLTD.NS.h5 │ │ ├── HDFCBANK.NS.h5 │ │ ├── HDFCLIFE.NS.h5 │ │ ├── HINDALCO.NS.h5 │ │ ├── HINDPETRO.NS.h5 │ │ ├── HINDZINC.NS.h5 │ │ ├── HOMEFIRST.NS.h5 │ │ ├── ICICIBANK.NS.h5 │ │ ├── INDHOTEL.NS.h5 │ │ ├── INDIACEM.NS.h5 │ │ ├── INDIAMART.NS.h5 │ │ ├── INFIBEAM.NS.h5 │ │ ├── INGERRAND.NS.h5 │ │ ├── INTELLECT.NS.h5 │ │ ├── JAMNAAUTO.NS.h5 │ │ ├── JINDALSAW.NS.h5 │ │ ├── JKCEMENT.NS.h5 │ │ ├── JKLAKSHMI.NS.h5 │ │ ├── JSWENERGY.NS.h5 │ │ ├── JSWSTEEL.NS.h5 │ │ ├── JUBLFOOD.NS.h5 │ │ ├── JUSTDIAL.NS.h5 │ │ ├── JYOTHYLAB.NS.h5 │ │ ├── KANSAINER.NS.h5 │ │ ├── KFINTECH.NS.h5 │ │ ├── KOTAKBANK.NS.h5 │ │ ├── KPITTECH.NS.h5 │ │ ├── LAXMIMACH.NS.h5 │ │ ├── LEMONTREE.NS.h5 │ │ ├── LICHSGFIN.NS.h5 │ │ ├── MAHABANK.NS.h5 │ │ ├── MANYAVAR.NS.h5 │ │ ├── MAXHEALTH.NS.h5 │ │ ├── MINDACORP.NS.h5 │ │ ├── MOTHERSON.NS.h5 │ │ ├── MTARTECH.NS.h5 │ │ ├── NAM-INDIA.NS.h5 │ │ ├── NESTLEIND.NS.h5 │ │ ├── NETWORK18.NS.h5 │ │ ├── NLCINDIA.NS.h5 │ │ ├── PATANJALI.NS.h5 │ │ ├── PETRONET.NS.h5 │ │ ├── PNCINFRA.NS.h5 │ │ ├── POLICYBZR.NS.h5 │ │ ├── POLYPLEX.NS.h5 │ │ ├── POWERGRID.NS.h5 │ │ ├── PPLPHARMA.NS.h5 │ │ ├── PRESTIGE.NS.h5 │ │ ├── RAMCOCEM.NS.h5 │ │ ├── RATNAMANI.NS.h5 │ │ ├── REDINGTON.NS.h5 │ │ ├── RELIANCE.NS.h5 │ │ ├── RTNINDIA.NS.h5 │ │ ├── SAPPHIRE.NS.h5 │ │ ├── SAREGAMA.NS.h5 │ │ ├── SHREECEM.NS.h5 │ │ ├── SHYAMMETL.NS.h5 │ │ ├── SKFINDIA.NS.h5 │ │ ├── SOLARINDS.NS.h5 │ │ ├── SONACOMS.NS.h5 │ │ ├── SUMICHEM.NS.h5 │ │ ├── SUNPHARMA.NS.h5 │ │ ├── SUPRAJIT.NS.h5 │ │ ├── SUVENPHAR.NS.h5 │ │ ├── SYMPHONY.NS.h5 │ │ ├── TATACHEM.NS.h5 │ │ ├── TATACOMM.NS.h5 │ │ ├── TATAELXSI.NS.h5 │ │ ├── TATAPOWER.NS.h5 │ │ ├── TATASTEEL.NS.h5 │ │ ├── TEAMLEASE.NS.h5 │ │ ├── TEJASNET.NS.h5 │ │ ├── TVSMOTOR.NS.h5 │ │ ├── UNIONBANK.NS.h5 │ │ ├── UNOMINDA.NS.h5 │ │ ├── USHAMART.NS.h5 │ │ ├── WESTLIFE.NS.h5 │ │ ├── WHIRLPOOL.NS.h5 │ │ ├── ZFCVINDIA.NS.h5 │ │ ├── ZYDUSLIFE.NS.h5 │ │ ├── ZYDUSWELL.NS.h5 │ │ ├── AARTIDRUGS.NS.h5 │ │ ├── ABBOTINDIA.NS.h5 │ │ ├── ADANIENSOL.NS.h5 │ │ ├── ADANIGREEN.NS.h5 │ │ ├── ADANIPORTS.NS.h5 │ │ ├── ADANIPOWER.NS.h5 │ │ ├── AJANTPHARM.NS.h5 │ │ ├── ALKYLAMINE.NS.h5 │ │ ├── APOLLOHOSP.NS.h5 │ │ ├── APOLLOTYRE.NS.h5 │ │ ├── ASAHIINDIA.NS.h5 │ │ ├── ASIANPAINT.NS.h5 │ │ ├── AUROPHARMA.NS.h5 │ │ ├── AVANTIFEED.NS.h5 │ │ ├── BAJAJ-AUTO.NS.h5 │ │ ├── BAJAJFINSV.NS.h5 │ │ ├── BAJAJHLDNG.NS.h5 │ │ ├── BAJFINANCE.NS.h5 │ │ ├── BALKRISIND.NS.h5 │ │ ├── BALRAMCHIN.NS.h5 │ │ ├── BANDHANBNK.NS.h5 │ │ ├── BANKBARODA.NS.h5 │ │ ├── BERGEPAINT.NS.h5 │ │ ├── BHARATFORG.NS.h5 │ │ ├── BHARTIARTL.NS.h5 │ │ ├── BIRLACORPN.NS.h5 │ │ ├── BLUESTARCO.NS.h5 │ │ ├── CANFINHOME.NS.h5 │ │ ├── CARBORUNIV.NS.h5 │ │ ├── CASTROLIND.NS.h5 │ │ ├── CENTURYPLY.NS.h5 │ │ ├── CENTURYTEX.NS.h5 │ │ ├── CHAMBLFERT.NS.h5 │ │ ├── CHEMPLASTS.NS.h5 │ │ ├── CHOLAHLDNG.NS.h5 │ │ ├── COCHINSHIP.NS.h5 │ │ ├── CONCORDBIO.NS.h5 │ │ ├── COROMANDEL.NS.h5 │ │ ├── CUMMINSIND.NS.h5 │ │ ├── DATAPATTNS.NS.h5 │ │ ├── DCMSHRIRAM.NS.h5 │ │ ├── DEEPAKFERT.NS.h5 │ │ ├── EASEMYTRIP.NS.h5 │ │ ├── ENGINERSIN.NS.h5 │ │ ├── EQUITASBNK.NS.h5 │ │ ├── FEDERALBNK.NS.h5 │ │ ├── FLUOROCHEM.NS.h5 │ │ ├── GALAXYSURF.NS.h5 │ │ ├── GMMPFAUDLR.NS.h5 │ │ ├── GODFRYPHLP.NS.h5 │ │ ├── GODREJPROP.NS.h5 │ │ ├── HAPPSTMNDS.NS.h5 │ │ ├── HEROMOTOCO.NS.h5 │ │ ├── HINDCOPPER.NS.h5 │ │ ├── HINDUNILVR.NS.h5 │ │ ├── IBULHSGFIN.NS.h5 │ │ ├── ICICIPRULI.NS.h5 │ │ ├── IDFCFIRSTB.NS.h5 │ │ ├── INDIGOPNTS.NS.h5 │ │ ├── INDUSINDBK.NS.h5 │ │ ├── INDUSTOWER.NS.h5 │ │ ├── JBCHEPHARM.NS.h5 │ │ ├── JINDALSTEL.NS.h5 │ │ ├── JMFINANCIL.NS.h5 │ │ ├── JUBLINGREA.NS.h5 │ │ ├── JUBLPHARMA.NS.h5 │ │ ├── KAJARIACER.NS.h5 │ │ ├── KALYANKJIL.NS.h5 │ │ ├── KARURVYSYA.NS.h5 │ │ ├── LALPATHLAB.NS.h5 │ │ ├── LATENTVIEW.NS.h5 │ │ ├── LAURUSLABS.NS.h5 │ │ ├── LINDEINDIA.NS.h5 │ │ ├── MANAPPURAM.NS.h5 │ │ ├── MAPMYINDIA.NS.h5 │ │ ├── MCDOWELL-N.NS.h5 │ │ ├── METROBRAND.NS.h5 │ │ ├── METROPOLIS.NS.h5 │ │ ├── MOTILALOFS.NS.h5 │ │ ├── MUTHOOTFIN.NS.h5 │ │ ├── NATCOPHARM.NS.h5 │ │ ├── NATIONALUM.NS.h5 │ │ ├── NAVINFLUOR.NS.h5 │ │ ├── OBEROIRLTY.NS.h5 │ │ ├── ORIENTELEC.NS.h5 │ │ ├── PERSISTENT.NS.h5 │ │ ├── PHOENIXLTD.NS.h5 │ │ ├── PIDILITIND.NS.h5 │ │ ├── PNBHOUSING.NS.h5 │ │ ├── POONAWALLA.NS.h5 │ │ ├── POWERINDIA.NS.h5 │ │ ├── PRINCEPIPE.NS.h5 │ │ ├── PRSMJOHNSN.NS.h5 │ │ ├── RAJESHEXPO.NS.h5 │ │ ├── SCHAEFFLER.NS.h5 │ │ ├── SHARDACROP.NS.h5 │ │ ├── SHOPERSTOP.NS.h5 │ │ ├── SHRIRAMFIN.NS.h5 │ │ ├── SONATSOFTW.NS.h5 │ │ ├── STARHEALTH.NS.h5 │ │ ├── SUNDARMFIN.NS.h5 │ │ ├── SUNDRMFAST.NS.h5 │ │ ├── SUPREMEIND.NS.h5 │ │ ├── SWANENERGY.NS.h5 │ │ ├── TATACONSUM.NS.h5 │ │ ├── TATAINVEST.NS.h5 │ │ ├── TATAMOTORS.NS.h5 │ │ ├── TATAMTRDVR.NS.h5 │ │ ├── TORNTPHARM.NS.h5 │ │ ├── TORNTPOWER.NS.h5 │ │ ├── TRITURBINE.NS.h5 │ │ ├── TTKPRESTIG.NS.h5 │ │ ├── TV18BRDCST.NS.h5 │ │ ├── UJJIVANSFB.NS.h5 │ │ ├── ULTRACEMCO.NS.h5 │ │ ├── VAIBHAVGBL.NS.h5 │ │ ├── VINATIORGA.NS.h5 │ │ ├── WELSPUNLIV.NS.h5 │ │ └── ZENSARTECH.NS.h5 │ └── __pycache__ │ │ └── Backtest.cpython-311.pyc └── News │ └── model2.ipynb ├── content └── models │ └── INFY.h5 ├── .gitignore ├── WebD ├── vercel.json ├── postcss.config.cjs ├── public │ ├── favicon.ico │ └── logo2.png ├── src │ ├── assets │ │ ├── Logo.png │ │ ├── bill.png │ │ ├── card.png │ │ ├── logo2.png │ │ ├── robot.png │ │ ├── airbnb.png │ │ ├── binance.png │ │ ├── coinbase.png │ │ ├── cover.jpeg │ │ ├── dropbox.png │ │ ├── people01.png │ │ ├── people02.png │ │ ├── people03.png │ │ ├── facebook.svg │ │ ├── quotes.svg │ │ ├── Send.svg │ │ ├── arrow-up.svg │ │ ├── linkedin.svg │ │ ├── Shield.svg │ │ ├── twitter.svg │ │ └── menu.svg │ ├── MainDashboard │ │ ├── data │ │ │ ├── avatar.jpg │ │ │ ├── avatar2.jpg │ │ │ ├── avatar3.png │ │ │ ├── avatar4.jpg │ │ │ ├── product1.jpg │ │ │ ├── product2.jpg │ │ │ ├── product3.jpg │ │ │ ├── product4.jpg │ │ │ ├── product5.jpg │ │ │ ├── product6.jpg │ │ │ ├── product7.jpg │ │ │ ├── product8.jpg │ │ │ └── product9.jpg │ │ ├── CompanyFinancials │ │ │ ├── context │ │ │ │ └── StockContext.js │ │ │ ├── constants │ │ │ │ └── config.js │ │ │ ├── components │ │ │ │ ├── a.css │ │ │ │ ├── Card.jsx │ │ │ │ ├── ChartFilter.jsx │ │ │ │ ├── Overview.jsx │ │ │ │ └── SearchResults.jsx │ │ │ ├── Account.jsx │ │ │ ├── CompanyFinancials.jsx │ │ │ └── Services │ │ │ │ └── AlpacaAPI.js │ │ ├── pages │ │ │ └── index.jsx │ │ └── components │ │ │ ├── Footer.jsx │ │ │ ├── Header.jsx │ │ │ 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"./Contribute"; 5 | export { default as SentimentPage } from "./SentimentPage"; 6 | -------------------------------------------------------------------------------- /ML/model2/utils.py: -------------------------------------------------------------------------------- 1 | import yfinance as yf 2 | import numpy as np 3 | import pandas as pd 4 | def preprocessdata_yf(symbol): 5 | df = yf.download(symbol).dropna() 6 | df.columns = ["open", "high", "low", "close", "adj_close", "volume"] 7 | df.index.name = "time" 8 | del df["adj_close"] 9 | return df -------------------------------------------------------------------------------- /WebD/src/Login/LoginButton.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | import { useAuth0 } from "@auth0/auth0-react"; 3 | 4 | const LoginButton = () => { 5 | const { loginWithRedirect } = useAuth0(); 6 | 7 | return ; 8 | }; 9 | 10 | export default LoginButton; 11 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "dependencies": { 3 | "@emotion/react": "^11.11.3", 4 | "@emotion/styled": "^11.11.0", 5 | "@fontsource/roboto": "^5.0.8", 6 | "@mui/icons-material": "^5.15.6", 7 | "@mui/material": "^5.15.6", 8 | "dotenv": "^16.4.5", 9 | "react-apexcharts": "^1.4.1" 10 | } 11 | } 12 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/components/Footer.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | 3 | const Footer = () => ( 4 |
5 |

6 | © 2024 All rights reserved by tensorforce.com 7 |

8 |
9 | ); 10 | 11 | export default Footer; 12 | -------------------------------------------------------------------------------- /WebD/src/Login/LogoutButton.jsx: -------------------------------------------------------------------------------- 1 | import { useAuth0 } from "@auth0/auth0-react"; 2 | import React from "react"; 3 | 4 | const LogoutButton = () => { 5 | const { logout } = useAuth0(); 6 | 7 | return ; 8 | }; 9 | 10 | export default LogoutButton; 11 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/components/Header.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | 3 | const Header = ({ category, title }) => ( 4 |
5 |

{category}

6 |

7 | {title} 8 |

9 |
10 | ); 11 | 12 | export default Header; 13 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/constants/config.js: -------------------------------------------------------------------------------- 1 | export const chartConfig = { 2 | "1D": { resolution: "1", days: 1, weeks: 0, months: 0, years: 0 }, 3 | "1W": { resolution: "15", days: 0, weeks: 1, months: 0, years: 0 }, 4 | "1M": { resolution: "60", days: 0, weeks: 0, months: 1, years: 0 }, 5 | "1Y": { resolution: "D", days: 0, weeks: 0, months: 0, years: 1 }, 6 | }; 7 | -------------------------------------------------------------------------------- /WebD/.gitignore: -------------------------------------------------------------------------------- 1 | # Logs 2 | logs 3 | *.log 4 | npm-debug.log* 5 | yarn-debug.log* 6 | yarn-error.log* 7 | pnpm-debug.log* 8 | lerna-debug.log* 9 | 10 | node_modules 11 | dist 12 | dist-ssr 13 | *.local 14 | 15 | # Editor directories and files 16 | .vscode/* 17 | !.vscode/extensions.json 18 | .idea 19 | .DS_Store 20 | *.suo 21 | *.ntvs* 22 | *.njsproj 23 | *.sln 24 | *.sw? 25 | 26 | # vscode 27 | .vscode -------------------------------------------------------------------------------- /WebD/src/components/Button.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | 3 | const Button = ({ label, styles, onClick }) => { 4 | return ( 5 | 12 | ); 13 | }; 14 | 15 | export default Button; 16 | -------------------------------------------------------------------------------- /WebD/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | TensorForce 9 | 10 | 11 |
12 | 13 | 14 | 15 | -------------------------------------------------------------------------------- /WebD/src/components/Loading.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | import { HashLoader } from "react-spinners"; 3 | 4 | const Loading = () => { 5 | return ( 6 |
7 | 8 |

9 | Loading... 10 |

11 |
12 | ); 13 | }; 14 | 15 | export default Loading; 16 | -------------------------------------------------------------------------------- /WebD/src/ErrorPage.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | // import { useRouteError } from "react-router-dom"; 3 | 4 | export default function ErrorPage() { 5 | // const error = useRouteError(); 6 | // console.error(error); 7 | 8 | return ( 9 |
10 |

Oops!

11 |

Sorry, an unexpected error has occurred.

12 |

13 | {/* {error.statusText || error.message} */} 14 |

15 |
16 | ); 17 | } 18 | -------------------------------------------------------------------------------- /ML/News/model2.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "code", 5 | "execution_count": null, 6 | "metadata": {}, 7 | "outputs": [], 8 | "source": [ 9 | "\t!pip install alpaca_trade_api\n", 10 | "\t!pip install yfinance\n", 11 | "\t!pip install requests\n", 12 | "\t!pip install transformers" 13 | ] 14 | } 15 | ], 16 | "metadata": { 17 | "language_info": { 18 | "name": "python" 19 | } 20 | }, 21 | "nbformat": 4, 22 | "nbformat_minor": 2 23 | } 24 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/components/a.css: -------------------------------------------------------------------------------- 1 | .container { display: grid; 2 | grid-template-columns: 1fr 1fr 1fr; 3 | grid-template-rows: 0.5fr 0.5fr 2fr; 4 | gap: 0px 0px; 5 | grid-auto-flow: row; 6 | grid-template-areas: 7 | "Header Header Header" 8 | "Chart Chart Overview" 9 | "Chart Chart Details"; 10 | } 11 | 12 | .Chart { grid-area: Chart; } 13 | 14 | .Header { grid-area: Header; } 15 | 16 | .Overview { grid-area: Overview; } 17 | 18 | .Details { grid-area: Details; } 19 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/components/index.jsx: -------------------------------------------------------------------------------- 1 | export { default as Button } from "./Button"; 2 | export { default as ThemeSettings } from "./ThemeSettings"; 3 | export { default as Sidebar } from "./Sidebar"; 4 | export { default as Navbar } from "./Navbar"; 5 | export { default as Footer } from "./Footer"; 6 | export { default as Cart } from "./Cart"; 7 | export { default as UserProfile } from "./UserProfile"; 8 | export { default as ChartsHeader } from "./ChartsHeader"; 9 | export { default as Header } from "./Header"; 10 | -------------------------------------------------------------------------------- /backend/package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "backend", 3 | "version": "1.0.0", 4 | "description": "", 5 | "main": "index.js", 6 | "type": "module", 7 | "scripts": { 8 | "test": "echo \"Error: no test specified\" && exit 1", 9 | "dev": "nodemon index.js", 10 | "start": "node index.js" 11 | }, 12 | "keywords": [], 13 | "author": "", 14 | "license": "ISC", 15 | "dependencies": { 16 | "@alpacahq/alpaca-trade-api": "^3.0.1", 17 | "cors": "^2.8.5", 18 | "express": "^4.18.2", 19 | "mongoose": "^8.1.0" 20 | } 21 | } 22 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/components/ChartsHeader.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | 3 | const ChartsHeader = ({ category, title }) => ( 4 |
5 |
6 |

Chart

7 |

8 | {category} 9 |

10 |
11 |

{title}

12 |
13 | ); 14 | 15 | export default ChartsHeader; 16 | -------------------------------------------------------------------------------- /WebD/src/assets/facebook.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /WebD/src/Login/Login.jsx: -------------------------------------------------------------------------------- 1 | import React, { useState } from "react"; 2 | import LoginButton from "./LoginButton"; 3 | import LogoutButton from "./LogoutButton"; 4 | import Profile from "./Profile"; 5 | 6 | const Login = () => { 7 | return ( 8 |
9 |

Login Auth0

10 |
11 | 12 | 13 |
14 | 15 |
16 | ); 17 | }; 18 | 19 | export default Login; 20 | -------------------------------------------------------------------------------- /WebD/src/Login/Profile.jsx: -------------------------------------------------------------------------------- 1 | import { useAuth0 } from "@auth0/auth0-react"; 2 | import React from "react"; 3 | 4 | const Profile = () => { 5 | const { user, isAuthenticated, isLoading } = useAuth0(); 6 | 7 | if (isLoading) { 8 | return
Loading ...
; 9 | } 10 | 11 | return ( 12 | isAuthenticated && ( 13 |
14 | {user.name} 19 |

{user.name}

20 |

{user.email}

21 |
22 | ) 23 | ); 24 | }; 25 | 26 | export default Profile; 27 | -------------------------------------------------------------------------------- /.github/dependabot.yml: -------------------------------------------------------------------------------- 1 | # To get started with Dependabot version updates, you'll need to specify which 2 | # package ecosystems to update and where the package manifests are located. 3 | # Please see the documentation for all configuration options: 4 | # https://docs.github.com/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file 5 | 6 | version: 2 7 | updates: 8 | - package-ecosystem: "npm" # See documentation for possible values 9 | directory: "/WebD" # Location of package manifests 10 | schedule: 11 | interval: "daily" 12 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/Account.jsx: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | 3 | class Account extends Component { 4 | displayAccount() { 5 | return this.props.account.map((el, index) => ( 6 | 13 | )); 14 | } 15 | 16 | render() { 17 | return
{this.displayAccount()}
; 18 | } 19 | } 20 | 21 | export default Account; 22 | -------------------------------------------------------------------------------- /WebD/src/components/Clients.jsx: -------------------------------------------------------------------------------- 1 | import { clients } from "../constants"; 2 | import styles from "../style"; 3 | 4 | const Clients = () => ( 5 |
6 |
7 | {clients.map((client) => ( 8 |
9 | client 10 |
11 | ))} 12 |
13 |
14 | ); 15 | 16 | export default Clients; 17 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/components/Card.jsx: -------------------------------------------------------------------------------- 1 | import React, { useContext } from "react"; 2 | import { useStateContext } from "../../contexts/ContextProvider"; 3 | 4 | const Card = ({ children }) => { 5 | const { activeMenu, themeSettings, setThemeSettings, currentColor, currentMode } = useStateContext(); 6 | return ( 7 |
12 | {children} 13 |
14 | ); 15 | }; 16 | 17 | export default Card; 18 | -------------------------------------------------------------------------------- /.env.example: -------------------------------------------------------------------------------- 1 | #Vite keys, backend/index.js 2 | 3 | VITE_KEY_ID='Your alpaca key id' 4 | VITE_SECRET_KEY='Your alpaca secret key' 5 | VITE_APCA_API_KEY_ID='Your alpaca API key id' 6 | VITE_APCA_API_SECRET_KEY='Your alpaca API secret key' 7 | 8 | 9 | #ML/Trader.py 10 | TRADER_API_KEY='Your trader api key' 11 | TRADER_API_SECRET='Your trader api secret' 12 | 13 | #ML/Alpaca/ManasWorkingm1.py & ML/Alpaca/UpdatedAlpacam1.py 14 | TRADING_CLIENT_KEY='Your trading client key' 15 | TRADING_CLIENT_KEY_SECRET='Your trading client secret key' 16 | 17 | #ML/Deployment/alpaca.py 18 | ALPACA_CLIENT_KEY='Your alpaca key id' 19 | ALPACA_CLIENT_SECRET_KEY='Your alpaca secret key' -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/components/ChartFilter.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | 3 | const ChartFilter = ({ text, active, onClick }) => { 4 | return ( 5 | 15 | ); 16 | }; 17 | 18 | export default ChartFilter; 19 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/CompanyFinancials.jsx: -------------------------------------------------------------------------------- 1 | import { useState } from "react"; 2 | // import "./App.css"; 3 | import Dashboard from "./components/Dashboard"; 4 | import StockContext from "./context/StockContext"; 5 | import { useStateContext } from "../contexts/ContextProvider"; 6 | 7 | function CompanyFinancials() { 8 | const [stockSymbol, setStockSymbol] = useState("MSFT"); 9 | const { activeMenu, themeSettings, setThemeSettings, currentColor, currentMode } = useStateContext(); 10 | 11 | return ( 12 | 13 | 14 | 15 | ); 16 | } 17 | 18 | export default CompanyFinancials; 19 | -------------------------------------------------------------------------------- /.env: -------------------------------------------------------------------------------- 1 | #Vite keys, backend/index.js 2 | 3 | VITE_KEY_ID=PKXQ63AJJLRUQHYJKLIS 4 | VITE_SECRET_KEY=uWrne0JlFVcXEn8Be8qpl5dVtg9e06H8bhdXDs8J 5 | VITE_APCA_API_KEY_ID=PKZMNP63HL85U73H6BYY 6 | VITE_APCA_API_SECRET_KEY=UoE2qOlDId6PIU0j08L5qOtH2tgZNYuFTf6RQ42J 7 | 8 | 9 | #ML/Trader.py 10 | TRADER_API_KEY=PKZMNP63HL85U73H6BYY 11 | TRADER_API_SECRET=UoE2qOlDId6PIU0j08L5qOtH2tgZNYuFTf6RQ42J 12 | 13 | #ML/Alpaca/ManasWorkingm1.py & ML/Alpaca/UpdatedAlpacam1.py 14 | TRADING_CLIENT_KEY=PK7C5OO9M7HYPW5SVI1T 15 | TRADING_CLIENT_KEY_SECRET=vE2VroALLWqEVzoQdSpjtBGSOaMyHQ2cIf2i1yPr 16 | 17 | #ML/Deployment/alpaca.py 18 | ALPACA_CLIENT_KEY=PKG4VOGE0PVSH7IXL7LV 19 | ALPACA_CLIENT_SECRET_KEY=hlxi9zj0PRlnkhzc91muqY1aIoZF6NfMb53MvucR -------------------------------------------------------------------------------- /WebD/src/components/index.js: -------------------------------------------------------------------------------- 1 | import Navbar from "./Navbar"; 2 | import Billing from "./Billing"; 3 | import Business from "./Business" 4 | import CardDeal from "./CardDeal"; 5 | import Research from "./Research"; 6 | import Clients from "./Clients"; 7 | import CTA from "./CTA"; 8 | import Query from "./Query"; 9 | import Stats from "./Stats"; 10 | import Footer from "./Footer"; 11 | import Testimonials from "./Testimonials"; 12 | import Hero from "./Hero"; 13 | import Button from "./Button"; 14 | 15 | export { 16 | Navbar, 17 | Billing, 18 | Business, 19 | CardDeal, 20 | Research, 21 | Clients, 22 | CTA, 23 | Query, 24 | Button, 25 | Stats, 26 | Footer, 27 | Testimonials, 28 | Hero, 29 | }; -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/Services/AlpacaAPI.js: -------------------------------------------------------------------------------- 1 | import apisauce from "apisauce"; 2 | // import config from '../config.js' 3 | 4 | const alpacaAPI = () => { 5 | const api = apisauce.create({ 6 | baseURL: "https://paper-api.alpaca.markets", 7 | headers: { 8 | "APCA-API-KEY-ID": import.meta.env.VITE_ALPACA_API_KEY, 9 | "APCA-API-SECRET-KEY": import.meta.env.VITE_ALPACA_API_SECRET, 10 | }, 11 | timeout: 5000, 12 | }); 13 | 14 | const getAccount = () => api.get("v2/account"); 15 | const getPositions = () => api.get("v2/positions"); 16 | const getOrders = () => api.get("v2/orders"); 17 | 18 | return { 19 | getAccount, 20 | getPositions, 21 | getOrders, 22 | }; 23 | }; 24 | 25 | export default alpacaAPI; 26 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/components/Button.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | 3 | import { useStateContext } from "../contexts/ContextProvider"; 4 | 5 | const Button = ({ 6 | icon, 7 | bgColor, 8 | color, 9 | bgHoverColor, 10 | size, 11 | text, 12 | borderRadius, 13 | width, 14 | }) => { 15 | const { setIsClicked, initialState } = useStateContext(); 16 | 17 | return ( 18 | 26 | ); 27 | }; 28 | 29 | export default Button; 30 | -------------------------------------------------------------------------------- /WebD/src/assets/quotes.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | -------------------------------------------------------------------------------- /WebD/src/assets/Send.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /WebD/src/assets/arrow-up.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/components/Overview.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | import Card from "./Card"; 3 | 4 | const Overview = ({ symbol, price, change, changePercent, currency }) => { 5 | return ( 6 | 7 | {symbol} 8 |
9 | 10 | ${price} 11 | {currency} 12 | 13 | 0 ? "text-lime-500" : "text-red-500"}`}> 14 | {change} ({changePercent}%) 15 | 16 |
17 | 18 | ); 19 | }; 20 | 21 | export default Overview; 22 | -------------------------------------------------------------------------------- /WebD/src/components/Testimonials.jsx: -------------------------------------------------------------------------------- 1 | import { feedback } from "../constants"; 2 | import styles from "../style"; 3 | import FeedbackCard from "./FeedbackCard"; 4 | 5 | const Testimonials = () => ( 6 |
7 |
8 | 9 |
10 |

Testimonials

11 |
12 | 13 |
14 | {feedback.map((card) => ( 15 | 16 | ))} 17 |
18 |
19 | ); 20 | 21 | export default Testimonials; 22 | -------------------------------------------------------------------------------- /WebD/src/components/GetStarted.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | import styles from "../style"; 3 | import { arrowUp } from "../assets"; 4 | 5 | const GetStarted = () => ( 6 |
7 |
8 |
9 |

10 | Get 11 |

12 | arrow 13 |
14 | 15 |

16 | Started 17 |

18 |
19 |
20 | ); 21 | 22 | export default GetStarted; 23 | -------------------------------------------------------------------------------- /WebD/src/assets/linkedin.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /WebD/src/MainDashboard/CompanyFinancials/components/SearchResults.jsx: -------------------------------------------------------------------------------- 1 | import React, { useContext } from "react"; 2 | import StockContext from "../context/StockContext"; 3 | const SearchResults = ({ results }) => { 4 | const { setStockSymbol } = useContext(StockContext); 5 | 6 | return ( 7 | 23 | ); 24 | }; 25 | 26 | export default SearchResults; 27 | -------------------------------------------------------------------------------- /WebD/src/routes/Root.jsx: -------------------------------------------------------------------------------- 1 | import styles from "./style"; 2 | import { Billing, Business, CardDeal, Clients, CTA, Footer, Navbar, Stats, Testimonials, Hero } from "./components"; 3 | 4 | const Root = () => ( 5 |
6 |
7 |
8 | 9 |
10 |
11 | 12 |
13 |
14 | 15 |
16 |
17 | 18 |
19 |
20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 |
29 |
30 |
31 | ); 32 | 33 | export default Root; 34 | -------------------------------------------------------------------------------- /WebD/src/components/Research.jsx: -------------------------------------------------------------------------------- 1 | import styles from "../style"; 2 | import Button from "./Button"; 3 | import { robot } from "../assets"; 4 | 5 | const Research = () => ( 6 |
9 |
10 |

11 | Introducing
TensorForce 12 |

13 |

Join our community and start predicting today!

14 |
15 |
17 |
18 |
19 | billing 20 |
21 |
22 | ); 23 | 24 | export default Research; 25 | -------------------------------------------------------------------------------- /WebD/src/App.jsx: -------------------------------------------------------------------------------- 1 | import styles from "./style"; 2 | import { Billing, Business, CardDeal, Clients, CTA, Footer, Navbar, Stats, Testimonials, Hero } from "./components"; 3 | 4 | const App = () => ( 5 |
6 |
7 |
8 | 9 |
10 |
11 | 12 |
13 |
14 | 15 |
16 |
17 | 18 |
19 |
20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 |
29 |
30 |
31 | ); 32 | 33 | export default App; 34 | -------------------------------------------------------------------------------- /WebD/src/components/FeedbackCard.jsx: -------------------------------------------------------------------------------- 1 | import { quotes } from "../assets"; 2 | 3 | const FeedbackCard = ({ content, name, title, img }) => ( 4 |
5 | double_quotes 10 |

11 | {content} 12 |

13 | 14 |
15 | {name} 20 |
21 |

22 | {name} 23 |

24 |

25 | {title} 26 |

27 |
28 |
29 |
30 | ); 31 | 32 | export default FeedbackCard; 33 | -------------------------------------------------------------------------------- /WebD/src/style.js: -------------------------------------------------------------------------------- 1 | const styles = { 2 | boxWidth: "xl:max-w-[1280px] w-full", 3 | 4 | heading2: "font-poppins font-semibold xs:text-[48px] text-[40px] text-white xs:leading-[76.8px] leading-[66.8px] w-full", 5 | paragraph: "font-poppins font-normal text-dimWhite text-[18px] leading-[30.8px]", 6 | 7 | flexCenter: "flex justify-center items-center", 8 | flexStart: "flex justify-center items-start", 9 | 10 | paddingX: "sm:px-16 px-6", 11 | paddingY: "sm:py-16 py-6", 12 | padding: "sm:px-16 px-6 sm:py-12 py-4", 13 | 14 | marginX: "sm:mx-16 mx-6", 15 | marginY: "sm:my-16 my-6", 16 | }; 17 | 18 | export const layout = { 19 | section: `flex md:flex-row flex-col ${styles.paddingY}`, 20 | sectionReverse: `flex md:flex-row flex-col-reverse ${styles.paddingY}`, 21 | 22 | sectionImgReverse: `flex-1 flex ${styles.flexCenter} md:mr-10 mr-0 md:mt-0 mt-10 relative`, 23 | sectionImg: `flex-1 flex ${styles.flexCenter} md:ml-10 ml-0 md:mt-0 mt-10 relative`, 24 | 25 | sectionInfo: `flex-1 ${styles.flexStart} flex-col`, 26 | }; 27 | 28 | export default styles; 29 | -------------------------------------------------------------------------------- /WebD/src/assets/Shield.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /WebD/src/assets/twitter.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /WebD/src/assets/menu.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | -------------------------------------------------------------------------------- /WebD/src/components/Stats.jsx: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | import { stats } from "../constants"; 3 | import styles from "../style"; 4 | 5 | const Stats = () => ( 6 |
7 | {/* {stats.map((stat) => ( 8 |
12 |

13 | {stat.value} 14 |

15 |

16 | {stat.title} 17 |

18 |
19 | ) 20 | )} */} 21 |
22 |

23 | Trusted by Traders and Investors Worldwide 24 |

25 |
26 |
27 | ); 28 | 29 | export default Stats; 30 | -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_05/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "05", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 32, "dropout": 0.5, "learning_rate": 0.01}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.0013253624783828855], "step": 28}]}, "mae": {"direction": "min", "observations": [{"value": [0.02408844791352749], "step": 28}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.0002365301625104621], "step": 28}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.01411840133368969], "step": 28}]}}}, "score": 0.01411840133368969, "best_step": 28, "status": "COMPLETED", "message": null} -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_00/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "00", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 32, "dropout": 0.5, "learning_rate": 0.0001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.0028772905934602022], "step": 31}]}, "mae": {"direction": "min", "observations": [{"value": [0.03270291909575462], "step": 31}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.00019082245125900954], "step": 31}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.01156634371727705], "step": 31}]}}}, "score": 0.01156634371727705, "best_step": 31, "status": "COMPLETED", "message": null} -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_04/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "04", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 192, "dropout": 0.1, "learning_rate": 0.01}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [4.712361260317266e-05], "step": 30}]}, "mae": {"direction": "min", "observations": [{"value": [0.004718559794127941], "step": 30}]}, "val_loss": {"direction": "min", "observations": [{"value": [5.65505433769431e-06], "step": 30}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.0019467184320092201], "step": 30}]}}}, "score": 0.0019467184320092201, "best_step": 30, "status": "COMPLETED", "message": null} -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_01/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "01", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 64, "dropout": 0.2, "learning_rate": 0.01}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.00018658435146789998], "step": 39}]}, "mae": {"direction": "min", "observations": [{"value": [0.009089121595025063], "step": 39}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.1565003887881176e-06], "step": 39}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.0007592739420942962], "step": 39}]}}}, "score": 0.0007592739420942962, "best_step": 39, "status": "COMPLETED", "message": null} -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_03/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "03", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 160, "dropout": 0.2, "learning_rate": 0.01}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.0001266885519726202], "step": 30}]}, "mae": {"direction": "min", "observations": [{"value": [0.007780460175126791], "step": 30}]}, "val_loss": {"direction": "min", "observations": [{"value": [2.705099575450731e-07], "step": 30}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.00039941270370036364], "step": 30}]}}}, "score": 0.00039941270370036364, "best_step": 30, "status": "COMPLETED", "message": null} -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_06/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "06", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 256, "dropout": 0.1, "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [2.0497465811786242e-05], "step": 44}]}, "mae": {"direction": "min", "observations": [{"value": [0.0028679058887064457], "step": 44}]}, "val_loss": {"direction": "min", "observations": [{"value": [8.092860639408173e-07], "step": 44}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.0007353378459811211], "step": 44}]}}}, "score": 0.0007353378459811211, "best_step": 44, "status": "COMPLETED", "message": null} -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_07/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "07", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 192, "dropout": 0.5, "learning_rate": 0.01}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.0006158232572488487], "step": 49}]}, "mae": {"direction": "min", "observations": [{"value": [0.015658261254429817], "step": 49}]}, "val_loss": {"direction": "min", "observations": [{"value": [4.862471087108133e-06], "step": 49}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.0010589186567813158], "step": 49}]}}}, "score": 0.0010589186567813158, "best_step": 49, "status": "COMPLETED", "message": null} -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_09/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "09", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 224, "dropout": 0.2, "learning_rate": 0.0001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.00037143396912142634], "step": 23}]}, "mae": {"direction": "min", "observations": [{"value": [0.012928880751132965], "step": 23}]}, "val_loss": {"direction": "min", "observations": [{"value": [6.808720172557514e-06], "step": 23}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.0014533839421346784], "step": 23}]}}}, "score": 0.0014533839421346784, "best_step": 23, "status": "COMPLETED", "message": null} -------------------------------------------------------------------------------- /ML/model1/tuner_results/lstm_tuning/trial_02/trial.json: -------------------------------------------------------------------------------- 1 | {"trial_id": "02", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"units": 64, "dropout": 0.30000000000000004, "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.00020750690600834787], "step": 48}]}, "mae": {"direction": "min", "observations": [{"value": [0.00887907762080431], "step": 48}]}, "val_loss": {"direction": "min", "observations": [{"value": [5.012924702896271e-06], "step": 48}]}, "val_mae": {"direction": "min", "observations": [{"value": [0.0018901032162830234], "step": 48}]}}}, "score": 0.0018901032162830234, "best_step": 48, "status": "COMPLETED", "message": null} --------------------------------------------------------------------------------