ืกืคืจื™ื™ืช ืžื ื•ืข ื•ื•ืœืคืจืื ื‘ื—ื™ื ื ืœืžืคืชื—ื™ ืชื•ื›ื ื”

ืกืคืจื™ื™ืช ืžื ื•ืข ื•ื•ืœืคืจืื ื‘ื—ื™ื ื ืœืžืคืชื—ื™ ืชื•ื›ื ื”
ืชืจื’ื•ื ืžืงื•ืจื™ ื‘ื‘ืœื•ื’ ืฉืœื™

ื›ืžื” ืกืจื˜ื•ื ื™ื ืขืœ ืฉืคืช ื•ื•ืœืคืจืื


ืœืžื” ืืชื” ืขื“ื™ื™ืŸ ืœื ืžืฉืชืžืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื•ื•ืœืคืจื?

ื•ื‘ื›ืŸ, ื–ื” ืงื•ืจื”, ื•ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืœืžื“ื™. ื‘ืชื”ืœื™ืš ื”ืชืงืฉื•ืจืช ืขื ืžืคืชื—ื™ ืชื•ื›ื ื” ื”ื ืžื“ื‘ืจื™ื ื‘ืฆื•ืจื” ื“ื™ ืžื—ืžื™ืื” ืขืœ ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืฉืœื ื•, ืœืžืฉืœ, ืขืœ ืื™ืš ื”ื ื‘ืืžืช ืขื–ืจื• ืœื”ื ื‘ืœื™ืžื•ื“ื™ื ื‘ื‘ื™ืช ื”ืกืคืจ ืื• ื‘ื‘ื™ืฆื•ืข ืขื‘ื•ื“ื” ืžื“ืขื™ืช, ืื‘ืœ ื›ืฉืื—ืจื™ ื–ื” ืื ื™ ืฉื•ืืœ ืื•ืชื ืืช ื”ืฉืืœื”: "ืื– ืืชื” ืžืฉืชืžืฉ ื‘ืœืฉื•ืŸ ืฉืคืช ื•ื•ืœืคืจื ื• - ื™ื›ื•ืœื•ืช ืžื—ืฉื•ื‘ ื‘ืžืขืจื›ื•ืช ื”ืชื•ื›ื ื” ืฉืœืš?"ืœืคืขืžื™ื ื”ื ืขื•ื ื™ื ื›ืŸ, ืื‘ืœ ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืžื“ื™ ื™ืฉ ืฉืชื™ืงื” ืžื‘ื™ื›ื” ื•ืื– ื”ื ืื•ืžืจื™ื,"ืœื, ืื‘ืœ ื”ืื ื–ื” ืืคืฉืจื™?".

ืกืคืจื™ื™ืช ืžื ื•ืข ื•ื•ืœืคืจืื ื‘ื—ื™ื ื ืœืžืคืชื—ื™ ืชื•ื›ื ื”ืื ื™ ืจื•ืฆื” ืœื”ื™ื•ืช ืžืฉื•ื›ื ืข ืฉื”ืชืฉื•ื‘ื” ืœืฉืืœื” ื–ื• ืชืžื™ื“ ืชื”ื™ื” ืจืง: "ื›ืŸ, ื–ื” ืงืœ!" ื•ื›ื“ื™ ืœืขื–ื•ืจ ืœืš ื‘ื–ื”, ื”ื™ื•ื ืื ื—ื ื• ืžืฉื™ืงื™ื ืžื ื•ืข Wolfram ื‘ื—ื™ื ื ืœืžืคืชื—ื™ื (Wolf Engine ื‘ื—ื™ื ื ืœืžืคืชื—ื™ื). ื–ื”ื• ืžื ื•ืข ื•ื•ืœืคืจืื ืžืœื ืฉื ื™ืชืŸ ืœืคืจื•ืก ืขืœ ื›ืœ ืžืขืจื›ืช ื•ืœืงืจื•ื ืžื›ืœ ืชื•ื›ื ื™ืช, ืฉืคื”, ืฉืจืช ืื™ื ื˜ืจื ื˜ ืื• ื›ืœ ื“ื‘ืจ ืื—ืจ...

ืžื ื•ืข ื•ื•ืœืคืจื ื”ื•ื ื”ืœื‘ ืฉืœ ื›ืœ ืžื•ืฆืจื™ ื”ืชื•ื›ื ื” ืฉืœื ื•. ื–ื” ืžื” ืฉืฉืคืช ื•ื•ืœืคืจื ืžื™ื™ืฉืžืช, ืขื ื›ืœ ื”ืื™ื ื˜ืœื™ื’ื ืฆื™ื” ื”ื—ื™ืฉื•ื‘ื™ืช ืฉืœื”, ืืœื’ื•ืจื™ืชืžื™ื, ื‘ืกื™ืก ื™ื“ืข ื•ื›ืŸ ื”ืœืื” ื•ื›ืŸ ื”ืœืื”. ื–ื” ืžื” ืฉืžื—ื–ื™ืง ืื•ืชื ื• ืžื•ืฆืจื™ื ืฉื•ืœื—ื ื™ื™ื (ื›ื•ืœืœ ืžืชืžื˜ื™ืงื”), ื›ืžื• ื’ื ืฉืœื ื• ืคืœื˜ืคื•ืจืžืช ืขื ืŸ. ื–ื” ืžื” ืฉื™ื•ืฉื‘ ื‘ืคื ื™ื ื•ื•ืœืคืจื, ื•ื‘ืขื•ื“ ื•ืขื•ื“ ืžืกืคืจื™ื ืžืขืจื›ื•ืช ื™ื™ืฆื•ืจ ืœื™ื‘ื” ื‘ืขื•ืœื. ื•ืขื›ืฉื™ื•, ืกื•ืฃ ืกื•ืฃ, ืื ื• ืžืกืคืงื™ื ืืช ื”ื”ื–ื“ืžื ื•ืช ืœื”ื•ืจื™ื“ ืืช ื”ืžื ื•ืข ื”ื–ื” ื‘ื—ื™ื ื ืœืคืชืจื•ืŸ ื‘ืขื™ื•ืช ืœื”ืฉืชืžืฉ ื‘ืคืจื•ื™ืงื˜ื™ ืคื™ืชื•ื— ื”ืชื•ื›ื ื” ืฉืœืš ืœื›ืœ ืžื™ ืฉืจื•ืฆื”.

ืฉืคืช ื”ืชื›ื ื•ืช ืฉืœ ืฉืคืช ื•ื•ืœืคืจื

ืื ืฉื™ื ืจื‘ื™ื ื™ื•ื“ืขื™ื ืขืœ ื”ืฉืคื” ืฉืคืช ื•ื•ืœืคืจื (ืœืขืชื™ื ืงืจื•ื‘ื•ืช ืจืง ื‘ืฆื•ืจืช ืชื•ื›ื ื™ืช Mathematica) ื›ืžืขืจื›ืช ืจื‘ืช ืขื•ืฆืžื” ืœืžื—ืฉื•ื‘ ืื™ื ื˜ืจืืงื˜ื™ื‘ื™, ื›ืžื• ื’ื ืœืžื—ืงืจ ืžื“ืขื™ ื‘ื—ื™ื ื•ืš, ืขื™ื‘ื•ื“ ื ืชื•ื ื™ื ื•"ื—ื™ืฉื•ื‘ื™ X" (ืชื—ื•ืžื™ ืžื—ืฉื•ื‘) ืขื‘ื•ืจ X ืจื‘ื™ื (ืชื—ื•ืžื™ ื™ื“ืข). ืขื ื–ืืช, ื ืขืฉื” ื‘ื• ื™ื•ืชืจ ื•ื™ื•ืชืจ ืฉื™ืžื•ืฉ, ืžื‘ืœื™ ืฉื”ื•ื‘ื ืœื™ื“ื™ ื‘ื™ื˜ื•ื™, ื›ืžืจื›ื™ื‘ ืžืจื›ื–ื™ ื‘ื‘ื ื™ื™ืช ืžืขืจื›ื•ืช ืชื•ื›ื ืช ื™ื™ืฆื•ืจ. ืื– ืžื” ื™ื›ื•ืœื” ืกืคืจื™ื™ืช Wolfram Engine ื”ื—ื™ื ืžื™ืช ืœืขืฉื•ืช ืขื‘ื•ืจ ืžืคืชื—ื™ื ื›ืขืช? "ื–ื” ืื•ืจื– ืืช ื”ืฉืคื” ื‘ืฆื•ืจื” ื›ื–ื• ืฉื ื•ื— ืœื”ื›ื ื™ืก ืื•ืชื” ืœืกื‘ื™ื‘ื•ืช ืชื•ื›ื ื” ื•ืคืจื•ื™ืงื˜ื™ื ืจื‘ื™ื.

ื›ื“ืื™ ืœืขืฆื•ืจ ื›ืืŸ ืœื”ื‘ื”ืจื•ืช, ืื™ืš ืื ื™ ืจื•ืื” ืืช ืฉืคืช ื•ื•ืœืคืจื ื‘ืžืฆื™ืื•ืช ืฉืœ ื”ื™ื•ื. (ื™ืฉ ืœืฆื™ื™ืŸ ืฉืืชื” ื™ื›ื•ืœ ืœื”ืคืขื™ืœ ืื•ืชื• ื‘ืื•ืคืŸ ืžืงื•ื•ืŸ ื‘ืื•ืคืŸ ืžื™ื™ื“ื™ ื‘ ืืจื’ื– ื—ื•ืœ ืฉืœ ืฉืคืช ื•ื•ืœืคืจืื). ื”ื“ื‘ืจ ื”ื—ืฉื•ื‘ ื‘ื™ื•ืชืจ ื”ื•ื ืœื”ื‘ื™ืŸ ืฉืฉืคืช ื•ื•ืœืคืจื ื‘ืฆื•ืจืชื” ื”ื ื•ื›ื—ื™ืช ื”ื™ื ื‘ืืžืช ืžื•ืฆืจ ืชื•ื›ื ื” ื—ื“ืฉ ื‘ื™ืกื•ื“ื•, ื›ืœื•ืžืจ ืฉืคืช ืžื—ืฉื•ื‘ ืžืœืื”. ื”ื™ื•ื, ื”ื•ื ื—ื–ืง ื‘ื™ื•ืชืจ (ืกืžืœื™, ืคื•ื ืงืฆื™ื•ื ืœื™,... ) ื”ื™ื ืฉืคืช ืชื›ื ื•ืช, ืื‘ืœ ื”ื™ื ื”ืจื‘ื” ื™ื•ืชืจ ืžื–ื” ื›ื™ ื™ืฉ ืœื” ืืช ื”ืชื›ื•ื ื” ื”ื™ื™ื—ื•ื“ื™ืช ืฉื™ืฉ ืœื” ืžืกืคืจ ืขืฆื•ื ืฉืœ ื‘ืกื™ืกื™ ื™ื“ืข ื—ื™ืฉื•ื‘ื™ื™ื ืžื•ื‘ื ื™ื ื‘ืชื•ื›ื”: ื™ื“ืข ืขืœ ืืœื’ื•ืจื™ืชืžื™ื, ื™ื“ืข ืขืœ ื”ืขื•ืœื ืฉืกื‘ื™ื‘ื ื•, ื™ื“ืข ืขืœ ื”ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ืžื•ืฆืจื™ ืชื•ื›ื ื” ื•ืชื”ืœื™ื›ื™ื.

ื›ื‘ืจ ืžืขืœ 30 ืฉื ื™ื ื”ื—ื‘ืจื” ืฉืœื ื• ืžืคืชื—ืช ื‘ืื•ืคืŸ ืฉื™ื˜ืชื™ ืืช ื›ืœ ืžื” ืฉืฉืคืช ื•ื•ืœืคืจื ื”ื™ื ื”ื™ื•ื. ื•ืื ื™ ื’ืื” ื‘ืžื™ื•ื—ื“ ื‘ืขื•ื‘ื“ื” ืฉ(ืœืžืจื•ืช ืฉื–ื” ื“ื™ ืงืฉื”, ืœืžืฉืœ ืขื™ื‘ื•ื“ ืฉื™ื“ื•ืจื™ ื•ื™ื“ืื• ื—ื™ื™ื!) ื›ืžื” ืขื™ืฆื•ื‘ ืชื•ื›ื ื” ืื—ื™ื“, ืืœื’ื ื˜ื™ ื•ื™ืฆื™ื‘ ื”ืฆืœื—ื ื• ืœื™ื™ืฉื ืืช ื–ื” ื‘ื›ืœ ื”ืฉืคื”. ื›ึผึทื™ื•ึนื ืœืฉืคื” ื™ืฉ ื™ื•ืชืจ ืž-5000 ืคื•ื ืงืฆื™ื•ืช, ื”ืžื›ืกื” ื›ืžืขื˜ ืืช ื›ืœ ื”ืชื—ื•ืžื™ื: ืž ืจึฐืึดื™ึธื” ะดะพ ืœืžื™ื“ืช ืžื›ื•ื ื”, ืขื™ื‘ื•ื“ ื ืชื•ื ื™ื ืžืกืคืจื™ื™ื (ื—ื™ืฉื•ื‘ื™ื ืžืกืคืจื™ื™ื), ืขื™ื‘ื•ื“ ืชืžื•ื ื” ื’ืจืคื™, ื’ึตืื•ึนืžึถื˜ืจึดื™ึธื”, ืžืชืžื˜ื™ืงื” ื’ื‘ื•ื”ื” ื™ื•ืชืจ, ื–ื™ื”ื•ื™ ืฉืคื” ื˜ื‘ืขื™ืช, ื›ืžื• ื’ื ืชื—ื•ืžื™ื ืจื‘ื™ื ืื—ืจื™ื ื™ื“ืข ืขืœ ื”ืขื•ืœื ืฉืกื‘ื™ื‘ื ื• (ื’ึตืื•ึนื’ืจึทืคื™ึธื”, ืจืคื•ืื”, ืืžื ื•ื™ื•ืช, ื”ึทื ื“ึธืกึธื”, ืฉืœ ื”ืžื“ืข ื•ื›ื•.).

ื‘ืฉื ื™ื ื”ืื—ืจื•ื ื•ืช, ื”ื•ืกืคื ื• ืœืฉืคื” ื’ื ืชื›ื•ื ื•ืช ืชื›ื ื•ืช ืจื‘ื•ืช ืขื•ืฆืžื” - ื–ื” ืžื™ื™ื“ื™ ืคืจื™ืกืช ืขื ืŸ, ืชื›ื ื•ืช ืจืฉืช, ืื™ื ื˜ืจืืงืฆื™ื” ื‘ืื™ื ื˜ืจื ื˜, ื—ื™ื‘ื•ืจ ืœืžืื’ืจื™ ืžื™ื“ืข, ื™ื™ื‘ื•ื/ื™ื™ืฆื•ื (ื™ื•ืชืจ ืž-200 ืคื•ืจืžื˜ื™ื ื ื•ืกืคื™ื ืฉืœ ื ืชื•ื ื™ื), ื ื™ื”ื•ืœ ืชื”ืœื™ื›ื™ื ื—ื™ืฆื•ื ื™ื™ื, ื‘ื“ื™ืงืช ืชื•ื›ื ื™ืช, ื™ืฆื™ืจืช ื“ื•ื—ื•ืช, ืงืจื™ืคื˜ื•ื’ืจืคื™ื”, ื‘ืœื•ืง ื•ื›ื•' (ื”ืžื‘ื ื” ื”ืกืžืœื™ ืฉืœ ื”ืฉืคื” ื”ื•ืคืš ืื•ืชื ืœื—ื–ื•ืชื™ื™ื ื•ื—ื–ืงื™ื ืžืื•ื“).

ื”ืžื˜ืจื” ืฉืœ ืฉืคืช ื•ื•ืœืคืจื ื”ื™ื ืคืฉื•ื˜ื”, ืืš ื’ื ื“ื™ ืฉืืคืชื ื™ืช: ื›ืœ ืžื” ืฉืฆืจื™ืš ืฆืจื™ืš ืœื”ื™ื•ืช ืžื•ื‘ื ื” ื‘ืฉืคื” ื•ื‘ื• ื–ืžื ื™ืช ืœื”ื™ื•ืช ืื•ื˜ื•ืžื˜ื™ ื›ื›ืœ ื”ืืคืฉืจ.

ืœื“ื•ื’ืžื: ื”ื›ืจื—ื™ ืœื ืชื— ืืช ื”ืชืžื•ื ื”? ื ึธื—ื•ึผืฅ ื ืชื•ื ื™ื ื’ื™ืื•ื’ืจืคื™ื™ื? ืขื™ื‘ื•ื“ ืงื•ืœ? ืคืชื•ืจ ืืช ื‘ืขื™ื™ืช ื”ืื•ืคื˜ื™ืžื™ื–ืฆื™ื”? ืžื™ื“ืข ืขืœ ืžื–ื’ ื”ืื•ื•ื™ืจ? ืฆื•ืจ ืื•ื‘ื™ื™ืงื˜ ืชืœืช ืžื™ืžื“? ื ืชื•ื ื™ื ืื ื˜ื•ืžื™ื™ื? ื–ื™ื”ื•ื™ ืฉืคื” ื˜ื‘ืขื™ืช (NLP)? ื–ื™ื”ื•ื™ ืื ื•ืžืœื™ื•ืช ื‘ืชื•ืš ืกื“ืจืช ื–ืžืŸ? ืฉืœื— ื”ื•ื“ืขื”? ืงื‘ืœ ื—ืชื™ืžื” ื“ื™ื’ื™ื˜ืœื™ืช? ื›ืœ ื”ืžืฉื™ืžื•ืช ื”ืœืœื• (ื• ืจื‘ื™ื ืื—ืจื™ื) ื”ืŸ ืคืฉื•ื˜ ืคื•ื ืงืฆื™ื•ืช ืฉืืชื” ื™ื›ื•ืœ ืœื”ืชืงืฉืจ ืืœื™ื”ืŸ ืžื™ื“ ืžื›ืœ ืชื•ื›ื ื™ืช ืฉื ื›ืชื‘ื” ื‘ืฉืคืช ื•ื•ืœืคืจืื. ืื™ืŸ ืฆื•ืจืš ืœื—ืคืฉ ืกืคืจื™ื•ืช ืชื•ื›ื ื” ืžื™ื•ื—ื“ื•ืช, ื•ื”ื›ืœ ืžื•ื‘ื ื” ืžื™ื“ ื‘ืฉืคื”.

ืื‘ืœ ื‘ื•ืื• ื ื—ื–ื•ืจ ืœืœื™ื“ื” ืฉืœ ื”ื ื“ืกืช ื”ืžื—ืฉื‘ื™ื - ื›ืœ ืžื” ืฉื”ื™ื” ืงื™ื™ื ืื– ื”ื™ื” ืจืง โ€‹โ€‹ืงื•ื“ ืžื›ื•ื ื”, ื•ืื– ื”ื•ืคื™ืขื• ืฉืคื•ืช ืชื›ื ื•ืช ืคืฉื•ื˜ื•ืช. ื•ื‘ืงืจื•ื‘ ื–ื” ืืคื™ืœื• ื™ื›ื•ืœ ืœื”ื™ื•ืช ืžื•ื‘ืŸ ืžืืœื™ื• ืฉืœืžื—ืฉื‘ ืฆืจื™ื›ื” ืœื”ื™ื•ืช ืžื•ืชืงื ืช ืžืจืืฉ ืžืขืจื›ืช ื”ืคืขืœื”. ืžืื•ื—ืจ ื™ื•ืชืจ, ืขื ื”ื•ืคืขืช ื”ืจืฉืชื•ืช, ื”ื•ืคื™ืข ืžืžืฉืง ื”ืžืฉืชืžืฉ ื•ืœืื—ืจ ืžื›ืŸ ืืžืฆืขื™ ื”ื—ื™ื‘ื•ืจ ืœืจืฉืช.

ืื ื™ ืจื•ืื” ื–ืืช ื›ืžื˜ืจื” ืฉืœื™, ื™ื—ื“ ืขื ืฉืคืช ื•ื•ืœืคืจื, ืœืกืคืง ืœืžืฉืชืžืฉ ืจืžื” ืฉืœ ืื™ื ื˜ืœื™ื’ื ืฆื™ื” ื—ื™ืฉื•ื‘ื™ืช ื”ืžื›ื™ืœื” ื‘ืขืฆื ืืช ื›ืœ ื”ื™ื“ืข ื”ื—ื™ืฉื•ื‘ื™ ืฉืœ ื›ืœ ื”ืฆื™ื•ื•ื™ืœื™ื–ืฆื™ื” ืฉืœื ื• ื•ืžืืคืฉืจืช ืœืื ืฉื™ื ืœืงื—ืช ื›ืžื•ื‘ืŸ ืžืืœื™ื• ืฉื”ืžื—ืฉื‘ ืฉืœื”ื ื™ื™ื“ืข ืœื–ื”ื•ืช ืื•ื‘ื™ื™ืงื˜ื™ื ื‘ืชืžื•ื ื”, ืื™ืš ืœืคืชื•ืจ ืžืฉื•ื•ืื•ืช ืื• ืœื—ืฉื‘ ืืช ื”ืื•ื›ืœื•ืกื™ื™ื” ืฉืœ ื›ืœ ืขื™ืจ, ื›ืžื• ื’ื ืื™ื ืกืคื•ืจ ืคืชืจื•ื ื•ืช ืœื‘ืขื™ื•ืช ืฉื™ืžื•ืฉื™ื•ืช ืื—ืจื•ืช.

ื›ื™ื•ื, ืขื ืžื ื•ืข ื•ื•ืœืคืจืื ื”ื—ื™ื ืžื™ ืœืžืคืชื—ื™ื, ืื ื• ืจื•ืฆื™ื ืœื”ืคื•ืš ืืช ื”ืžื•ืฆืจ ืฉืœื ื• ืœื›ืœ ืžืงื•ื ื•ื–ืžื™ืŸ ื‘ืžื”ื™ืจื•ืช ืœืžืคืชื—ื™ ืชื•ื›ื ื”.

ืžื ื•ืข ื•ื•ืœืคืจื

ืกืคืจื™ื™ืช Wolfram Engine ื”ื—ื™ื ืžื™ืช ืœืžืคืชื—ื™ื ืžื™ื™ืฉืžืช ืืช ืฉืคืช ื•ื•ืœืคืจืื ื”ืžืœืื” ื›ืจื›ื™ื‘ ืชื•ื›ื ื” ืฉื ื™ืชืŸ ืœื—ื‘ืจ ื™ืฉื™ืจื•ืช ืœื›ืœ ืžื—ืกื ื™ืช ืคื™ืชื•ื— ืชื•ื›ื ื” ืกื˜ื ื“ืจื˜ื™ืช. ื–ื” ื™ื›ื•ืœ ืœืคืขื•ืœ ื‘ื›ืœ ืคืœื˜ืคื•ืจืžืช ืžืขืจื›ืช ืจื’ื™ืœื” (ืœื™ื ื•ืงืก, ืžืง, ื•ื•ื™ื ื“ื•ืก, ืคืื™ ืคื˜ืœ,โ€ฆ; ืžื—ืฉื‘ ืื™ืฉื™, ืฉืจืช, ื•ื™ืจื˜ื•ืืœื™, ืžื‘ื•ื–ืจ, ืžืงื‘ื™ืœ, ืžื•ื˜ื‘ืข). ืืชื” ื™ื›ื•ืœ ืœื”ืฉืชืžืฉ ื‘ื• ื™ืฉื™ืจื•ืช ืž ืงื•ื“ ืชื•ื›ื ื™ืช ืื• ืž ืฉื•ืจืช ืคืงื•ื“ื”. ืืชื” ื™ื›ื•ืœ ืœืงืจื•ื ืœื–ื” ืžืฉืคื•ืช ืชื›ื ื•ืช (ืคื™ืชื•ืŸ, Java, NET., C / C ++,...) ืื• ืžืชื•ื›ื ื•ืช ืื—ืจื•ืช ื›ื’ื•ืŸ Excel, ื™ื•ืคื™ื˜ืจ, ืื—ื“ื•ืช, ืงืจื ืฃ ื•ื›ื•'. ืืชื” ื™ื›ื•ืœ ืœืงืจื•ื ืœื–ื” ื‘ืืžืฆืขื•ืช ืžื“ื™ื•ืช ืฉื•ื ื•ืช - ืฉืงืขื™ื, ZeroMQ, MQTT ืื• ื“ืจืš ื”ืžื•ื‘ื ื” ืฉืœืš WSTP (ืคืจื•ื˜ื•ืงื•ืœ ื”ืขื‘ืจืช ืกืžืœื™ื ืฉืœ ื•ื•ืœืคืจืื). ื”ื•ื ืงื•ืจื ื ืชื•ื ื™ื ื•ื›ื•ืชื‘ ืืœื™ื”ื ืžืื•ืช ืคื•ืจืžื˜ื™ื (CSV, JSON, XML,... ื•ื›ื•'), ืžืชื—ื‘ืจ ืœืžืื’ืจื™ ืžื™ื“ืข (SQL, RDF/SPARQL, Mongo, ...) ื•ื™ื›ื•ืœ ื’ื ืœื”ืชืงืฉืจ ืœืชื•ื›ื ื™ื•ืช ื—ื™ืฆื•ื ื™ื•ืช (ืงื‘ืฆื™ ื”ืคืขืœื”, ืกืคืจื™ื•ืชโ€ฆ), ืž ื“ืคื“ืคื ื™ื, ืฉืจืชื™ ื“ื•ืืจ, ืžืžืฉืงื™ API, ื”ืชืงื ื™ื, ื›ืžื• ื’ื ืฉืคื•ืช (ืคื™ืชื•ืŸ, NodeJ, Java, NET., R,โ€ฆ). ื‘ืขืชื™ื“ ื”ืงืจื•ื‘ ื”ื•ื ื’ื ื™ื•ื›ืœ ืœื”ืชื—ื‘ืจ ื™ืฉื™ืจื•ืช ืœืฉืจืชื™ ืื™ื ื˜ืจื ื˜ (J2EE, aiohttp, Django,...). ืืชื” ื™ื›ื•ืœ ืœืขืจื•ืš ื•ืœื ื”ืœ ืืช ืงื•ื“ ืฉืคืช Wolfram ื‘ืืžืฆืขื•ืช IDE, ืขื•ืจื›ื™ื ื•ื›ืœื™ื ืกื˜ื ื“ืจื˜ื™ื™ื (ืœืงื•ื™, IntelliJ IDEA, ืื˜ื•ื, ืžึถืจึถืฅ, ืงื•ื“ Visual Studio, Git ื•ืื—ืจื™ื).

ืœืžื ื•ืข Wolfram ื‘ื—ื™ื ื ืœืžืคืชื—ื™ื ื™ืฉ ื’ื™ืฉื” ืœื›ืœ ืžืกื“ ื”ื ืชื•ื ื™ื ื™ื“ืข ื‘ื•ื•ืœืคืจื ื“ืจืš ื—ื™ื ื ืชื•ื›ื ื™ืช ืžื ื•ื™ ื‘ืกื™ืกื™ืช ืฉืœ Wolfram Cloud. (ืื ืื™ื ืš ื–ืงื•ืง ืœื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช, ื ื™ืชืŸ ืœืื—ืกืŸ ื”ื›ืœ ื‘ืžื˜ืžื•ืŸ ื•ืชื•ื›ืœ ืœื”ืคืขื™ืœ ืืช ืžื ื•ืข Wolfram ื‘ืžืฆื‘ ืœื ืžืงื•ื•ืŸ.) ืžื ื•ื™ ื‘ืกื™ืกื™ ืœ-Wolfram Cloud ืžืืคืฉืจ ืœืš ื’ื ืœืื—ืกืŸ ืืช ื”ืฉื™ื˜ื•ืช ืฉืœืš API ื‘ืขื ืŸ.

ืชื›ื•ื ื” ืžืจื›ื–ื™ืช ืฉืœ ืฉืคืช ื•ื•ืœืคืจืื ื”ื™ื ืฉืืชื” ื™ื›ื•ืœ ืœื”ืคืขื™ืœ ื‘ื“ื™ื•ืง ืืช ืื•ืชื• ืงื•ื“ ื‘ื›ืœ ืžืงื•ื. ืืชื” ื™ื›ื•ืœ ืœื”ืคืขื™ืœ ืื•ืชื• ื‘ืื•ืคืŸ ืื™ื ื˜ืจืืงื˜ื™ื‘ื™ ืขื ืžืกืžื›ื™ ื•ื•ืœืคืจื - ื‘ืžื—ืฉื‘ ืื™ืฉื™ื‘ืชื•ืš ื”ืขื ืŸ ืื• ื˜ืœืคื•ืŸ ื ื™ื™ื“. ืืชื” ื™ื›ื•ืœ ืœื”ืคืขื™ืœ ืื•ืชื• ื‘-API ืฉืœ ื”ืขื ืŸ (ืื• ื›ืžืฉื™ืžื” ืžืชื•ื–ืžื ืช ื•ื›ื•') ื‘ ืขื ืŸ ืฆื™ื‘ื•ืจื™ ืฉืœ ื•ื•ืœืคืจื ืื• ืขื ืŸ ืคืจื˜ื™ ืžืงื•ืžื™ ืฉืœ Wolfram Enterprise. ื•ืขื›ืฉื™ื•, ื‘ืืžืฆืขื•ืช ืžื ื•ืข Wolfram, ืืชื” ื™ื›ื•ืœ ื’ื ืœื”ืคืขื™ืœ ืื•ืชื• ื‘ืงืœื•ืช ื‘ืชื•ืš ื›ืœ ืขืจื™ืžืช ืคื™ืชื•ื— ืชื•ื›ื ื” ืกื˜ื ื“ืจื˜ื™ืช.

(ื›ืžื•ื‘ืŸ, ืื ืืชื” ืจื•ืฆื” ืœืžื ืฃ ืืช ื›ืœ ื”"ืื•ืœื˜ืจื”-ืืจื›ื™ื˜ืงื˜ื•ืจื”" ืฉืœื ื• ื”ืžืฉืชืจืขืช ืขืœ ืฉื•ืœื—ืŸ ืขื‘ื•ื“ื”, ืฉืจืช, ืขื ืŸ, ืžืงื‘ื™ืœ, ืžืฉื•ื‘ืฅ, ื ื™ื™ื“ - ื•ืžื—ืฉื•ื‘ ืื™ื ื˜ืจืืงื˜ื™ื‘ื™, ืคื™ืชื•ื— ื•ื™ื™ืฆื•ืจ - ืื– ืžืงื•ื ื˜ื•ื‘ ืœื”ืชื—ื™ืœ ื‘ื• ื”ื•ื ื•ื•ืœืคืจื|ืื—ื“, ืืฉืจ ื–ืžื™ืŸ ื‘ื—ื™ื ื ื’ืจืกืช ื ืกื™ื•ืŸ).

ื”ึทื–ืžึธื ึธื”

ืื– ืื™ืš ืขื•ื‘ื“ ื”ืจื™ืฉื•ื™ ืฉืœ ืกืคืจื™ื™ืช Wolfram Engine ื”ื—ื™ื ืžื™ืช ืขื‘ื•ืจ ืžืคืชื—ื™ื? ื‘ืžื”ืœืš 30+ ื”ืฉื ื™ื ื”ืื—ืจื•ื ื•ืช, ื”ื—ื‘ืจื” ืฉืœื ื• ืขื‘ืจื” ืžืื•ื“ ืžื•ื“ืœ ืฉื™ืžื•ืฉ ืคืฉื•ื˜: ืงื™ื‘ืœื ื• ืจื™ืฉื™ื•ืŸ ืœืชื•ื›ื ื” ืฉืœื ื• ืœืžื˜ืจื•ืช ืจื•ื•ื—, ื•ื–ื” ืžื” ืฉืžืืคืฉืจ ืœื ื• ืœื”ืžืฉื™ืš ื‘ืžืฉื™ืžื” ืืจื•ื›ืช ื”ื˜ื•ื•ื— ืฉืœื ื• ืคื™ืชื•ื—ื™ื ืžื“ืขื™ื™ื ืžืชืžืฉื›ื™ื ื•ืื ืจื’ื˜ื™ื™ื. ื”ืคื›ื ื• ืชื•ื›ื ื™ื•ืช ืจื‘ื•ืช ื•ื—ืฉื•ื‘ื•ืช ืœื–ืžื™ื ื•ืช ื‘ื—ื™ื ื - ืœื“ื•ื’ืžื”, ื–ื• ื”ืขื™ืงืจื™ืช ืฉืœื ื• ืืชืจ ื•ื•ืœืคืจื|ืืœืคื, ืฉื—ืงืŸ ื•ื•ืœืคืจื ื•ื’ื™ืฉื” ืœืขื ืŸ Wolfram ืขื ืžื ื•ื™ ื‘ืกื™ืก.

ื”-Wolfram Engine ื”ื—ื™ื ืžื™ ืžื™ื•ืขื“ ืœืžืคืชื—ื™ื ืœืฉื™ืžื•ืฉ ื‘ืขืช ืคื™ืชื•ื— ืชื•ื›ื ื” ืžื•ื’ืžืจืช. ืืชื” ื™ื›ื•ืœ ืœื”ืฉืชืžืฉ ื‘ื• ื›ื“ื™ ืœืคืชื— ืžื•ืฆืจื™ ืชื•ื›ื ื” ืžื•ื›ื ื™ื, ื’ื ืขื‘ื•ืจ ืขืฆืžืš ื•ื’ื ืขื‘ื•ืจ ื”ื—ื‘ืจื” ื‘ื” ืืชื” ืขื•ื‘ื“. ืืชื” ื™ื›ื•ืœ ืœื”ืฉืชืžืฉ ื‘ื• ื›ื“ื™ ืœืคืชื— ืคืจื•ื™ืงื˜ื™ื ืื™ืฉื™ื™ื ื‘ื‘ื™ืช, ื‘ื‘ื™ืช ื”ืกืคืจ ืื• ื‘ืขื‘ื•ื“ื”. ืืชื” ื™ื›ื•ืœ ืœื”ืฉืชืžืฉ ื‘ื• ื›ื“ื™ ืœืœืžื•ื“ ืืช ืฉืคืช Wolfram ืขื‘ื•ืจ ืคืจื•ื™ืงื˜ื™ ืชื•ื›ื ื” ืขืชื™ื“ื™ื™ื. (ืื ืืชื” ืžืขื•ื ื™ื™ืŸ, ืงื™ืฉื•ืจ ื–ื” ื–ืžื™ืŸ ืจื™ืฉื™ื•ืŸ ืชืงืฃ).

ืื ื™ืฉ ืœืš ืžื•ืฆืจ ืชื•ื›ื ื” ืžื•ื’ืžืจ (ืžืขืจื›ืช) ืžื•ื›ืŸ ืœื”ืคืขืœื”, ืืชื” ื™ื›ื•ืœ ื’ื ืœืงื‘ืœ ืจื™ืฉื™ื•ืŸ ืœื™ื™ืฆื•ืจ ื‘ืืžืฆืขื•ืช ืžื ื•ืข Wolfram. ืื™ืš ื–ื” ืขื•ื‘ื“ ื‘ื“ื™ื•ืง ืชืœื•ื™ ื‘ืžื•ืฆืจ ื”ืชื•ื›ื ื” ื”ืกืคืฆื™ืคื™ ืฉื™ืฆืจืช ื•ืžืฆื™ืขื™ื. ื™ืฉื ืŸ ืžืกืคืจ ืืคืฉืจื•ื™ื•ืช: ืœืคืจื™ืกื” ืžืงื•ืžื™ืช, ืœืคืจื™ืกื” ืืจื’ื•ื ื™ืช, ืœื”ืคืฆืช ืกืคืจื™ื™ืช Wolfram Engine ืขื ืชื•ื›ื ื” ืื• ื—ื•ืžืจื”, ืœืคืจื™ืกื” ืขืœ ืคืœื˜ืคื•ืจืžื•ืช ืžื—ืฉื•ื‘ ืขื ืŸ ื•ืœืคืจื™ืกื” ื‘-Wolfram Cloud ืื• Wolfram Enterprise Private Cloud.

ืื ืืชื” ื‘ื•ื ื” ืžืขืจื›ืช ื—ื™ื ืžื™ืช, ืงื•ื“ ืคืชื•ื—, ืื– ืืชื” ื™ื›ื•ืœ ืœื‘ืงืฉ ืจื™ืฉื™ื•ืŸ ื—ื™ื ื ืœืฉื™ืžื•ืฉ ื‘ืžื ื•ืข Wolfram. ื›ืžื• ื›ืŸ, ืื ื›ื‘ืจ ื™ืฉ ืœืš ืจื™ืฉื™ื•ืŸ ืœืคื™ ืกื•ื’ ืจื™ืฉื™ื•ืŸ ื•ื•ืœืคืจื (ืžื”ืกื•ื’ ืฉืงื™ื™ื, ืœืžืฉืœ, ื‘ ืจื•ื‘ ื”ืื•ื ื™ื‘ืจืกื™ื˜ืื•ืช), ืืชื” ื—ื•ืคืฉื™ ืœื”ืฉืชืžืฉ ื‘-Wolfram Engine ื‘ื—ื™ื ื ืœืžืคืชื—ื™ื ืขื‘ื•ืจ ื›ืœ ืžื” ืฉืฆื•ื™ืŸ ื‘ืจื™ืฉื™ื•ืŸ.

ืขื“ื™ื™ืŸ ืœื ื›ื™ืกื™ื ื• ืืช ื›ืœ ื”ื ื™ื•ืื ืกื™ื ื”ืืคืฉืจื™ื™ื ืฉืœ ืฉื™ืžื•ืฉ ื‘ืžื ื•ืข ื•ื•ืœืคืจื, ืืš ืื ื• ืžื—ื•ื™ื‘ื™ื ืœื”ืคื•ืš ืืช ื”ืจื™ืฉื•ื™ ืœืงืœ ืœื˜ื•ื•ื— ื”ืืจื•ืš (ื•ืื ื—ื ื• ืคื•ืขืœื™ื ืœื”ื‘ื˜ื™ื— ืฉืฉืคืช ื•ื•ืœืคืจืื ืชื”ื™ื” ืชืžื™ื“ ื–ืžื™ื ื” ื•ืคื•ื ืงืฆื™ื•ื ืœื™ืช, ื‘ืžืฆื‘ ืœื ืžืงื•ื•ืŸ). ื™ืฉ ืœื ื• ื›ืจื’ืข ืžื—ื™ืจื™ื ื™ืฆื™ื‘ื™ื ืขืœ ื›ืœ ืžื•ืฆืจื™ ื”ืชื•ื›ื ื” ืฉืœื ื• ืฉื ื•ืฆืจื• ืžืขืœ 30 ืฉื ื™ื ืฉืœ ืขื‘ื•ื“ื” ืงืฉื”, ื•ืื ื• ืจื•ืฆื™ื ืœื”ืชืจื—ืง ื›ื›ืœ ื”ืืคืฉืจ ืžื”ืกื•ื’ื™ื ื”ืจื‘ื™ื ืฉืœ ื’ื™ืžื™ืงื™ื ืคืจืกื•ืžื™ื™ื ืฉืœืžืจื‘ื” ื”ืฆืขืจ ื”ืคื›ื• ื ืคื•ืฆื™ื ืžื“ื™ ืœืื—ืจื•ื ื” ืคืขืžื™ื. ืื–ื•ืจื™ ืจื™ืฉื•ื™ ืชื•ื›ื ื”.

ื”ืฉืชืžืฉ ื‘ื• ืœื‘ืจื™ืื•ืช ืฉืœืš!

ืื ื™ ื’ืื” ืžืื•ื“ ื‘ืžื” ืฉื”ืฆืœื—ื ื• ืœื™ืฆื•ืจ ืขื ืฉืคืช ื•ื•ืœืคืจืื, ื•ื”ื™ื” ืชืขื ื•ื’ ืœืจืื•ืช ืืช ื›ืœ ื”ื”ืžืฆืื•ืช, ื”ืชื’ืœื™ื•ืช ื•ื”ืคื™ืชื•ื—ื™ื ื‘ื—ื™ื ื•ืš ืฉื”ื•ืฉื’ื• ื‘ืืžืฆืขื•ืช ื”ืชื•ื›ื ื” ืฉืœื ื• ื‘ืžื”ืœืš ื”ืขืฉื•ืจื™ื ื”ืœืœื•. ื‘ืฉื ื™ื ื”ืื—ืจื•ื ื•ืช ืฆืžื—ื” ืจืžื” ื—ื“ืฉื” ื‘ื™ืกื•ื“ื” ื‘ืฉื™ืžื•ืฉ ื”ื ืจื—ื‘ ื™ื•ืชืจ ื•ื™ื•ืชืจ ื‘ืฉืคืช ื•ื•ืœืคืจืื ื‘ืคืจื•ื™ืงื˜ื™ ืชื•ื›ื ื” ื‘ืงื ื” ืžื™ื“ื” ื’ื“ื•ืœ. ืœืคืขืžื™ื ื”ืคืจื•ื™ืงื˜ ื›ื•ืœื• ื‘ื ื•ื™ ืจืง ื‘ืฉืคืช ื•ื•ืœืคืจืื. ืœืคืขืžื™ื ืฉืคืช Wolfram ืžื•ืฆื’ืช ื›ื“ื™ ืœื”ื‘ื™ื ืงืฆืช ืื™ื ื˜ืœื™ื’ื ืฆื™ื” ื—ื™ืฉื•ื‘ื™ืช ื ื•ืกืคืช ื‘ืจืžื” ื’ื‘ื•ื”ื” ืœืžื™ืงื•ื ืกืคืฆื™ืคื™ ื‘ืคืจื•ื™ืงื˜.

ื”ืžื˜ืจื” ืฉืœ ืžื ื•ืข ื•ื•ืœืคืจื ื”ื—ื™ื ืžื™ ืœืžืคืชื—ื™ื ื”ื™ื ืœื”ืงืœ ืขืœ ื›ืœ ืžืฉืชืžืฉ ืœื”ืฉืชืžืฉ ื‘ืฉืคืช ื•ื•ืœืคืจืื ื‘ื›ืœ ืคืจื•ื™ืงื˜ ืคื™ืชื•ื— ืชื•ื›ื ื” ื•ื‘ืขืช ื‘ื ื™ื™ืช ืžืขืจื›ื•ืช ื”ืžืฉืชืžืฉื•ืช ื‘ื™ื›ื•ืœื•ืช ื”ืžื—ืฉื•ื‘ ื”ื—ื–ืงื•ืช ืฉืœื”.

ื”ืฆื•ื•ืช ืฉืœื ื• ืขื‘ื“ ืงืฉื” ื›ื“ื™ ืœื”ืคื•ืš ืืช Free Wolfram Engine ืœืงืœ ื›ื›ืœ ื”ืืคืฉืจ ืขื‘ื•ืจ ืžืคืชื—ื™ื ืœืฉื™ืžื•ืฉ ื•ืœืคืจื™ืกื”. ืื‘ืœ ืื ืคืชืื•ื ืžืฉื”ื• ืœื ืขื•ื‘ื“ ืœืš ื‘ืื•ืคืŸ ืื™ืฉื™ ืื• ื‘ืคืจื•ื™ืงื˜ ืฉืœืš ื‘ืขื‘ื•ื“ื”, ืื– ื‘ื‘ืงืฉื” ืฉืœื— ืœื™ ืžื›ืชื‘! ืื ื”ื›ืœ ื‘ืกื“ืจ, ื”ืฉืชืžืฉ ื‘ืžื” ืฉืคื™ืชื—ื ื• ืขื‘ื•ืจืš ื•ืชืขืฉื” ืžืฉื”ื• ื—ื“ืฉ ืขืœ ืกืžืš ืžื” ืฉื›ื‘ืจ ื ื•ืฆืจ!

ืœื’ื‘ื™ ืชืจื’ื•ืืชืจื’ื•ื ื”ืคื•ืกื˜ ืฉืœ ืกื˜ื™ื‘ืŸ ื•ื•ืœืคืจื "ื”ืฉืงื” ื”ื™ื•ื: ืžื ื•ืข Wolfram ื‘ื—ื™ื ื ืœืžืคืชื—ื™ื
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ืื ื™ ืžื‘ื™ืข ืืช ืชื•ื“ืชื™ ื”ืขืžื•ืงื” ืคื™ื˜ืจ ื˜ื ื™ืฉื‘ ะธ ื’ืœื™ื ื” ื ื™ืงื™ื˜ื™ื ื” ืœืกื™ื•ืข ื‘ืชืจื’ื•ื ื•ื”ื›ื ืช ืคืจืกื•ื.

ืจื•ืฆื” ืœืœืžื•ื“ ื›ื™ืฆื“ ืœืชื›ื ืช ื‘ืฉืคืช ื•ื•ืœืคืจื?
ืฆืคื• ืžื“ื™ ืฉื‘ื•ืข ืกืžื™ื ืจื™ื ื‘ืจืฉืช.
ื”ืจืฉืžื” ืœืงื•ืจืกื™ื ื—ื“ืฉื™ื... ืžื•ึผื›ึธืŸ ืงื•ืจืก ืžืงื•ื•ืŸ.
ืกื™ื›ื•ื ืคืชืจื•ื ื•ืช ืขืœ ืฉืคืช ื•ื•ืœืคืจื.

ืžืงื•ืจ: www.habr.com

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