Usosayensi WaseNdiya Uthuthukisa Uhlelo Olubikezela I-Bitcoin Esikhathini Sangempela

Isevisi yokuhweba ngamakhophi. I-Algo yethu ivula futhi ivale ngokuzenzakalelayo ukuhweba.

I-L2T Algo inikeza amasiginali anenzuzo enkulu anengozi encane.

24/7 ukuhweba nge-cryptocurrency. Ngenkathi ulele, siyahweba.

Ukusethwa kwemizuzu eyi-10 okunezinzuzo ezinkulu. Imanuwali inikezwe ngokuthenga.

79% Izinga lempumelelo. Imiphumela yethu izokujabulisa.

Ukuhwebelana okungafika kuma-70 ngenyanga. Kunamapheya angaphezu kwama-5 atholakalayo.

Okubhaliselwe kwanyanga zonke kuqala ku-£58.

Okuthile kwe-L2T

ITHELELELI

IZIPHUMA

Usosayensi wedatha eVellore Institute of Technology yaseNdiya usungule inqubo entsha yokubikezela amanani entengo ye-cryptocurrency ngesikhathi sangempela ngokusebenzisa uhlelo lwe-Long Short-Term Memory system.

Ngokwencwadi eyashicilelwa ngomhla ka-2 kuZibandlela (December), u-Abinhav Sagar wachaza inqubo ebandakanyekayo ekusebenziseni ubuchwepheshe bokufunda umshini ukubikezela ukunyuka kwentengo emakethe okuthathwa njengokungaqondakali.

Umkhawulo ekubikezelweni kwentengo ku-Cryptocurrency
USagar uqaphele ukuthi yize ukufundwa komshini kuyithuluzi elaziwayo ekubikezeleni amanani emakethe yamasheya, ukusetshenziswa kwawo esikhaleni se-crypto akuvunyelwe. Ukubuyisa isimemezelo sakhe, wengeza ukuthi amanani we-crypto ahamba ngejubane elifanayo nentuthuko yezobuchwepheshe, futhi enezici zezimali nezepolitiki.

Inqubo esetshenziswayo ekubikezeleni ukunyakaza kwentengo ifaka phakathi:

1- Ukuqoqwa kwedatha ye-crypto ebukhoma.

2- Ukulungiswa kwedatha eqoqiwe yohlelo lwe-neural olusebenza.

3- Zama indlela yokubikezela usebenzisa uhlelo lwe-LSTM neural.

4- Ukuhlolwa kwemiphumela.

I-Sagar isebenzise idathasethi evela ku-CryptoCompare ukuqeqesha uhlelo lwayo. Wengeze futhi isixhumanisi sekhodi yalolu hlelo ku-GitHub futhi uchaza izinhloso azisebenzisile ekumiseni amanani wedatha esivivinyweni sokufunda komshini.

I-Sagar isebenzise i-Mean Absolute Error njengesilinganiso sokuhlola ngaphambi kokuhlela nokubonisa okutholakele ekubikezelweni kohlelo. I-MAE ihlola ubukhulu besilinganiso samaphutha kusethi yezibikezelo ngaphandle kokuqondiswa.

Ukufunda Komshini Kuqala Ukuthatha I-Steam
Ngaphandle kwesibikezelo sentengo, ukwamukelwa kokufunda komshini emikhakheni eyahlukahlukene sekuqala ukwanda.

Kwamenyezelwa ezinyangeni ezithile ezedlule ukuthi i-NASA ifuna ukuthola ososayensi bemininingwane, isho ngokukhethekile ukuthi labo abanolwazi lwe-crypto ne-blockchain bazoba namandla kunabanye. Inhlangano iqhubekile nokungeza ukuthi labo abanolwazi lokufunda ngomshini, idatha enkulu, i-Intanethi Yezinto, izibalo kanye ne-computing yamafu nabo bazocatshangelwa kuphela.