r - "plinear" algorithm of nls -


i trying implement similar nls optimization using "plinear" algorithm having trouble in deciphering implementation of algorithm in nls package.(https://github.com/surajgupta/r-source/blob/master/src/library/stats/r/nls.r)

there section in above code convergence criteria , increament of parameter estimates computed (as shown below). nls package documentation says "plinear" follows variable projection algorithm golub , pereyra variable projection paper (http://iopscience.iop.org/article/10.1088/0266-5611/19/2/201/meta). have gone through article still having trouble in understanding done below:

             conv = function() {              assign("cc", c(topzero, qr.qty(qr.rhs, .swts * lhs)[ -(1l:p1)]),                     envir = thisenv)              rr <- qr.qy(qr.rhs, cc)              b <- qr.qty(qr.rhs, .swts * ddot(attr(rhs, "gradient"), lin))              b[1l:p1, ] <- dtdot(.swts * attr(rhs, "gradient"), rr)              r <- t( qr.r(qr.rhs)[1l:p1, ] )              if(p1 == 1) b[1, ] <- b[1, ]/r              else b[1l:p1, ] <- forwardsolve(r, b[1l:p1, ])              assign("qr.b", qr(b), envir = thisenv)              rr <- qr.qty(qr.b, cc)              sqrt( fac*sum(rr[1l:p1]^2) / sum(rr[-(1l:p1)]^2) )          },          incr = function() qr.solve(qr.b, cc)

it great if can illustrate above?


Comments

Post a Comment

Popular posts from this blog

Is there a better way to structure post methods in Class Based Views -

i'm using class based views in django , never specify url in ajax calls , omit action parameter in form because know these requests go through post method of class based view. notice view - profile page make many requests depending on user updating on page - post method become convoluted , if/else mess example: def post(self, request, *args, **kwargs): # handle user changing available date if request.post.get('availabledate') != none: self.updateavailabledate(request) return jsonresponse({'result':'success'}) if request.post.get('newprojectname') != none: creative_user = creativeuserprofile.objects.get(id = request.user.id) project = project.create_project(creative_user, request.post['newprojectname']) project.save() return jsonresponse({'projectid': project.id }) if request.post.get('projectimage') != none , request.files['file']: proj
Read more

performance - Why is XCHG reg, reg a 3 micro-op instruction on modern Intel architectures? -

i'm doing micro-optimization on performance critical part of code , came across sequence of instructions (in at&t syntax): add %rax, %rbx mov %rdx, %rax mov %rbx, %rdx i thought had use case xchg allow me shave instruction , write: add %rbx, %rax xchg %rax, %rdx however, dimay found agner fog's instruction tables , xchg 3 micro-op instruction 2 cycle latency on sandy bridge, ivy bridge, broadwell, haswell , skylake. 3 whole micro-ops , 2 cycles of latency! 3 micro-ops throws off 4-1-1-1 cadence , 2 cycle latency makes worse original in best case since last 2 instructions in original might execute in parallel. now... cpu might breaking instruction micro-ops equivalent to: mov %rax, %tmp mov %rdx, %rax mov %tmp, %rdx where tmp anonymous internal register , suppose last 2 micro-ops run in parallel latency 2 cycles. given register renaming occurs on these micro-architectures, though, doesn't make sense me done way. why wouldn't register renamer
Read more

jquery - Responsive Navbar with Sub Navbar -

good day, forgive me nav vocabulary not best. if question confusing apologize. i'm working on navigation bar needs centered on page @ 768px , above. items in nav open (or perhaps toggle) subnav lives directly below. these nav should appear centered on page. i have been able work through responsive portion of nav bar, having main items align vertically , sub nav menu of each item roll out below, , gave them indent separation. working well. however, issue not responsive side, behavior @ width greater 768px. happens toggling menu's sub navigation pushes other main items down page below sub nav. here's code: $(document).ready(function () { //stick in fixed 100% height behind navbar don't wrap $('#slide-nav.navbar-inverse').after($('<div class="inverse" id="navbar-height-col"></div>')); $('#slide-nav.navbar-default').after($('<div id="navbar-height-col"></d
Read more