https://community.intel.com/t5/Intel-Distribution-for-Python/Stochastic-Optimization-Boosting-and-Parallelization-in-Python/m-p/1099538#M466 <P style="word-wrap: break-word; font-size: 12px;">Hello,</P> <P style="word-wrap: break-word; font-size: 12px;">I am looking for a way to increase performance of stochastic optimization in Python.<BR /> My SW: i am using basin-hoping method from scipy package on pure python 2.7.6 distribution.<BR /> My HW: Core i7 6820HQ mobile platform</P> <P style="word-wrap: break-word; font-size: 12px;">Through all solutions i have found IntelPython distribution and pyDAAL library.<BR /> <SPAN style="font-weight: 700;">My questions:</SPAN></P> <P style="word-wrap: break-word; font-size: 12px;">1). Which of above/other techniques and infrastructure enhancements/updates could boost my optimization<BR /> sequence with respect to Parallelization?</P> <P style="word-wrap: break-word; font-size: 12px;">2). Would pyDAAL or IntelPython distribution vectorize my code existing implementation based on scipy?</P> <P style="word-wrap: break-word; font-size: 12px;">3). Which is the best package/library for optimization boosting if i would write new code ?</P> <P style="word-wrap: break-word; font-size: 12px;">Many thanks,&nbsp;<BR /> Alexei Nomazov,<BR /> Algorithm Developer.</P> Tue, 29 Nov 2016 10:53:38 GMT Alexei_N_ 2016-11-29T10:53:38Z https://community.intel.com/t5/Intel-Distribution-for-Python/Stochastic-Optimization-Boosting-and-Parallelization-in-Python/m-p/1099538#M466 <P style="word-wrap: break-word; font-size: 12px;">Hello,</P> <P style="word-wrap: break-word; font-size: 12px;">I am looking for a way to increase performance of stochastic optimization in Python.<BR /> My SW: i am using basin-hoping method from scipy package on pure python 2.7.6 distribution.<BR /> My HW: Core i7 6820HQ mobile platform</P> <P style="word-wrap: break-word; font-size: 12px;">Through all solutions i have found IntelPython distribution and pyDAAL library.<BR /> <SPAN style="font-weight: 700;">My questions:</SPAN></P> <P style="word-wrap: break-word; font-size: 12px;">1). Which of above/other techniques and infrastructure enhancements/updates could boost my optimization<BR /> sequence with respect to Parallelization?</P> <P style="word-wrap: break-word; font-size: 12px;">2). Would pyDAAL or IntelPython distribution vectorize my code existing implementation based on scipy?</P> <P style="word-wrap: break-word; font-size: 12px;">3). Which is the best package/library for optimization boosting if i would write new code ?</P> <P style="word-wrap: break-word; font-size: 12px;">Many thanks,&nbsp;<BR /> Alexei Nomazov,<BR /> Algorithm Developer.</P> Tue, 29 Nov 2016 10:53:38 GMT https://community.intel.com/t5/Intel-Distribution-for-Python/Stochastic-Optimization-Boosting-and-Parallelization-in-Python/m-p/1099538#M466 Alexei_N_ 2016-11-29T10:53:38Z