IRC logs of #shogun for Sunday, 2011-08-14

--- Log opened Sun Aug 14 00:00:28 2011
shogun-buildbotbuild #13 of octave_modular is complete: Failure [failed compile]  Build details are at http://www.shogun-toolbox.org:5347/builders/octave_modular/builds/13  blamelist: shashwat@Xan-Kriegor.(none)00:13
f-xsonney2k: can you identify the error in the log? i'm unable to find anything00:19
f-xshogun-buildbot: status00:21
shogun-buildbotcmdline_static: idle, last build 26m37s ago: build successful00:21
shogun-buildbotcsharp_modular: idle, last build 12m02s ago: build successful00:21
shogun-buildbotjava_modular: idle, last build 16m37s ago: build successful00:21
shogun-buildbotlibshogun: idle, last build 32m22s ago: build successful00:21
shogun-buildbotlua_modular: idle, last build 11m59s ago: build successful00:21
shogun-buildbotnightly_all: idle, last build 3h21m39s ago: failed configure00:21
shogun-buildbotnightly_none: idle, last build 3h14m35s ago: build successful00:21
shogun-buildbotoctave_modular: idle, last build 7m56s ago: failed compile00:21
shogun-buildbotoctave_static: idle, last build 25m17s ago: build successful00:21
shogun-buildbotpython_modular: idle, last build 3m44s ago: build successful00:21
shogun-buildbotpython_static: idle, last build 25m33s ago: build successful00:21
shogun-buildbotr_modular: idle, last build 3m48s ago: build successful00:21
f-xshogun-buildbot: commands00:22
shogun-buildbotbuildbot commands: commands, dance, destroy, excited, force, hello, help, last, list, mute, notify, source, status, stop, unmute, version, watch00:22
f-xshogun-buildbot: last00:22
shogun-buildbotlast build [cmdline_static]: 27m12s ago: build successful00:22
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CIA-87shogun: Shashwat Lal Das master * rc9a0d16 / (5 files in 2 dirs):12:20
CIA-87shogun: Incorporated dump regressor in VowpalWabbit.12:20
CIA-87shogun: Added vw_math. - http://bit.ly/pnIBwP12:20
CIA-87shogun: Shashwat Lal Das master * r14946c5 / (3 files in 2 dirs): Added VowpalWabbit class. - http://bit.ly/nltDft12:20
CIA-87shogun: Shashwat Lal Das master * r1fe7294 / (4 files in 3 dirs):12:20
CIA-87shogun: Corrected and documented StreamingSparseFeatures.12:20
CIA-87shogun: Added an example for OnlineSVMSGD. - http://bit.ly/nWyT7u12:20
CIA-87shogun: Soeren Sonnenburg master * rcb0a6ca / (10 files in 4 dirs):12:20
CIA-87shogun: Merge pull request #294 from frx/streaming_vw12:20
CIA-87shogun: VW Class - http://bit.ly/pQ4clp12:20
CIA-87shogun: Sergey Lisitsyn master * r5f776e8 / src/shogun/preprocessor/PCA.cpp : Got PCA to work in the right way again - http://bit.ly/o0mBVw12:55
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@sonney2kblackburn, so what was wrong in PCA?20:15
blackburnsonney2k: order of eigenvalues20:15
blackburnbetter say side of eigenvalues20:16
@sonney2kbut these come from lapack?20:16
blackburnsonney2k: CMath::compute_eigenvectors is used there20:17
@sonney2kok but that uses lapack too20:18
@sonney2kso what was wrong? smallest insteaf of biggest ev's taken?20:19
blackburnyes20:19
@sonney2kok but than this was only used for whitening20:19
@sonney2kor?20:19
blackburnnono20:19
blackburnrecall that eigenvectors are used too20:20
@sonney2kwait so also wrong eigenvectors where used?20:20
blackburncov matrix is near singular so it's smallest eigenvector is 120:20
blackburnwell it is the same20:20
CIA-87shogun: Soeren Sonnenburg master * rea26eaa / src/shogun/mathematics/Math.h : use CALLOC instead of malloc and fill_vector - http://bit.ly/nh4GBu20:23
@sonney2kblackburn, dammit I have stability issues - either because the buildbot was to greedy on my machine taking it down because it did compile 6 interfaces simultaneously or ?!?!20:34
@sonney2kserialhex, around?20:34
serialhexyes i am20:35
serialhexwhats up sonney2k??20:36
@sonney2kserialhex, how far are you with setting up the machine?20:36
@sonney2kI could give you some periodic build thing if you are still interested...20:37
@sonney2kif not - not problem - you could aswell do it the easy way20:37
@sonney2kand just git clone shogun / configure / make all the time :)20:37
serialhexit's burning in today, compiling gnome (or halted for some retardo error) but i'll be there tomorrow setting things up & will be able todo whatever20:37
@sonney2kmake -j 3 or so even :)20:37
serialhexlol :P20:37
serialhexdude, it's a 4 core xeon proc... 8 threads... j=3??? more like j=10!!!!20:38
serialhexthough being able to autobuild id probably better20:39
serialhexcause it's going to be running til wed or so... so even at night it can do it20:39
@sonney2kserialhex, yeah but compiling shogun can easily take 3 GB of memory now20:41
@sonney2kso unless you have >30G better don't do it :)20:42
serialhex...and it has 8gigs atm...20:42
serialhexof ram... and a pair of 500tb hdd's20:42
serialhexand like i said, i want to burn this sucker in... why not stress it?20:42
serialhexthe thing is getting wiped and windows installed on it in a few days anyway20:42
blackburnehh will 10 threads take 10x memory?20:43
serialhexidk... but that is what swap is for :P20:44
blackburnserialhex: hmm could I send you some python script later to run on it?20:46
serialhexyeah, np20:46
serialhexi won't be able to get to it til tomorrow... but yeah that's cool20:46
blackburnserialhex: but I probably need to have arpack installed there20:47
serialhexok... hopefully that's comething i can just emerge onto the system...20:47
blackburnin debian/ubuntu it is pretty simple to install20:47
blackburnI think the same for gentoo20:47
serialhexyeah i installed gentoo just to be more masochistic to the machine :P20:48
serialhex...or sadistic?  yes, sadistic20:48
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@sonney2kblackburn, yeah, 10x gcc will be 30G20:51
@sonney2k(when all compile octave_modular)20:52
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serialhexok, maybe not 10... maybe just 8... (though 10 would be fun!)20:53
@sonney2kshogun-buildbot, status all20:55
shogun-buildbotcmdline_static: idle, last build 3m22s ago: build successful20:55
shogun-buildbotcsharp_modular: building(no current step), (no current step)20:55
shogun-buildbotjava_modular: building(no current step), (no current step)20:55
shogun-buildbotlibshogun: building(no current step)20:55
shogun-buildbotlua_modular: building(no current step), (no current step)20:55
shogun-buildbotnightly_all: idle, last build 23h55m38s ago: failed configure20:55
shogun-buildbotnightly_none: idle, last build 23h48m34s ago: build successful20:55
shogun-buildbotoctave_modular: building(compiling), (compiling)20:55
shogun-buildbotoctave_static: idle, last build 1m59s ago: build successful20:55
shogun-buildbotpython_modular: building(no current step), (no current step)20:55
shogun-buildbotpython_static: idle, last build 8h18m33s ago: build successful20:55
shogun-buildbotr_modular: building(no current step), (no current step)20:55
shogun-buildbotr_static: idle, last build 8h18m38s ago: build successful20:55
shogun-buildbotruby_modular: building(no current step), (no current step)20:55
@sonney2kall weird20:56
@sonney2kI hope I managed to implement interlocks to have just 1 gcc running per builder20:56
* blackburn thinks of non-scalability of shogun21:00
serialhexhey, do we have anything that can run on GPU's or are we all CPU???21:01
blackburnno :(21:01
blackburnno GPU, no distributed memory21:01
serialhexhmm..........21:03
blackburnsonney2k: hey we are gonna miss the train with no scalability..21:04
serialhexso blackburn & sonney2k, if you can e-mail me a list of what i may need to do to get these projects running onmonday it'd help me get them up and running quickly21:04
@sonney2kblackburn, then go stealing :)21:04
blackburnstealing what?21:04
@sonney2kcode21:04
serialhexscalability stuffs!!!21:04
blackburnnot the code problem I'd say21:05
@sonney2kblackburn, problem is that most algos in shogun do not easily benefit form GPU's etc21:05
@sonney2kin fact GPUs are totally useless for the kind of string processing we do21:05
blackburnbut distributed memory systems..21:06
@sonney2kblackburn, commodity hardware will be multi-core21:06
@sonney2k(or is already)21:06
@sonney2kdo you have a system like this at home?21:06
@sonney2kor access to one?21:07
@sonney2kI don't21:07
@sonney2kwell you can rent amazon ec2 / azure ...21:07
@sonney2kbut what for...21:07
serialhexhopefully i'll have one soon... (maybe not an AWESOMEZOMGUBERFASTAHHHHHHH!!!! machine, but something pretty spiffy anyway)21:07
@sonney2kblackburn, at max planck they have sth. like 128GB machines with 64 cores or so...21:08
blackburnyou are right but I'm worried of it anyway21:08
@sonney2kand this will soon be in everyones notebook21:08
@sonney2kso I would rather concentrate on what 'normal' people have21:08
@sonney2kall the others (==yahoo, google, ...) can do tweaked stuff for their massive amounts of data21:09
@sonney2kI mean they wouldn't even compute anything much more complex then mean / cov21:09
@sonney2kbecause it is too expensive even on 10k nodes21:10
@sonney2kfor their petabytes of date21:10
@sonney2kdata21:10
blackburnsure21:10
blackburnhooray scikits learn have kernel pca21:11
blackburnsometimes I think we do the same as scikitlearn guys do and sometimes it is worse21:13
@sonney2kblackburn, probably not as good as voijtechs but hey :)21:13
@sonney2kblackburn, in which respect?21:13
blackburnat least structure21:13
blackburnK = self.centerer.transform(self._get_kernel(X, self.X_fit_))        21:14
blackburnreturn np.dot(K, self.alphas_ / np.sqrt(self.lambdas_))21:14
blackburnthat's all for kPCA transform!21:14
blackburnsome perfectionism is going to kill me21:15
@sonney2kc++ libraries are always more involved...21:16
@sonney2kblackburn, I agree structure wise we can always learn from other ML toolboxes21:16
blackburnsomething is wrong with me :D21:16
@sonney2kblackburn, look we are below 1000 warnings now21:18
@sonney2kso everything is working out just fine :D21:18
blackburnsonney2k: yeah I killed ~200 yesterday21:18
blackburnnot fine to me, our doc is a crap and code too sometimes :(21:18
@sonney2kgreat job :)21:19
@sonney2kblackburn, however we have examples for everything21:20
@sonney2kblackburn, and this is what people usually look at21:20
@sonney2ktrue it is tough to combine things without proper documentation21:21
blackburnI'd say they are not cover even 30%21:21
@sonney2kbut documenting everything is sooooo much work21:21
@sonney2kexamples?21:21
blackburnyes21:21
@sonney2kI think they cover everything21:21
blackburnI mean as tests21:21
@sonney2knot all options of everything of course21:21
@sonney2kblackburn, I hope the weather improves in Russia soon - you seem to be in that hmmhh mood21:22
blackburnthe weather is good :(21:23
@sonney2kblackburn, Re tests - impossible to cover everything21:23
@sonney2kraining here21:23
blackburnmy brother said it is raining in st.petersburg three days long21:23
blackburnbut here is sunny21:24
blackburnit is*21:24
@sonney2kblackburn, anyway to improve all the issues you raise (documenttaion/ tests / design / speed(distributed algs/memory/...)) we simply need more contributors21:25
@sonney2ktotally impossible with just the few of us21:25
blackburnbad bad bad21:25
blackburnI feel depressed about that crap21:26
@sonney2kblackburn, on the bright side there isn't any toolbox supporting that many $lang  / algorithms21:26
@sonney2kblackburn, which things do depress you most?21:26
blackburndoc/code21:26
blackburnstructure is pretty ok21:27
@sonney2kwhich code?21:27
@sonney2kthere is a lot of code you know...21:27
blackburnthere are a lot of crappy code21:27
blackburnbtw my code is a crap too21:27
blackburn:D21:27
@sonney2kblackburn, please be more specific21:27
@sonney2kok your code is crap and which algos are too?21:27
blackburnthe whole preprocessor thing seems to be a crap for me :D21:28
@sonney2kblackburn, *lol*21:28
@sonney2kdocumentation is something no one wants to do21:28
blackburnwhat to say about classifier/svm/*21:28
@sonney2kall the documentation there is (with formulas etc) was written be me (and I hated doing it)21:29
@sonney2kI know some really bad code in shogun  - the Trie.h and in the Weighted* kernels21:29
@sonney2kblackburn, rest assured that I have read a lot of code from other toolboxes - I've seen much worse code21:31
blackburnokay..21:32
@sonney2kblackburn, anyway it is no use to be overly critic - if you want to improve things - great - if not live goes on. As long as the algorithms work and are correct and fast - no one cares21:32
@sonney2kthe interface itself is nice IMHO21:32
blackburnwhy the fuck I did that LandmarkIsomap and ClassicIsomap21:32
@sonney2kand documentation will always be a problem21:32
@sonney2kI mean you can write a book of >1000 pages for shogun21:33
@sonney2kintroducing all the algorithms (math behind it), implementation, examples ...21:33
@sonney2kextending / languages ...21:33
blackburnI would work on doc more21:33
blackburnbut my english is too russian :D21:34
@sonney2kand mine too german :)21:34
blackburnit is pretty difficult to describe these things in russian though21:34
@sonney2kblackburn, why not draft sth up and ask serialhex to quickly proofread it - I mean he is a native and very interested in learning all this?21:34
blackburndon't know if serialhex agree :)21:35
serialhexwhat who where why??21:35
* serialhex reads preceeding convo...21:35
@sonney2kserialhex, reading documentation that blackburn writes21:35
@sonney2kserialhex, blackburn is afraid of his russian english not being parseable21:36
serialhexahh, yeah i just read21:36
serialhexi wouldn't mind that21:36
serialhexhis english has been getting much better from when i met him at the beginning of summer, and i want to learn all that fun stuff anyway, so it's a win-win!! :D21:37
@sonney2kserialhex, yeah I think so too. I can even understand blackburn from time to time21:37
@sonney2k(though not the wining today)21:37
serialhexlol :P21:37
blackburnsonney2k: ну ничего себе комплимент :D21:37
serialhexfirst rule of documentation club: no russian! :P21:38
@sonney2khehe21:42
@sonney2khab ich mir fast gedacht :)21:43
blackburnI'll change MDS/Isomap thing now21:44
@sonney2kblackburn, btw as you know I am one of the action editors of jmlr reviewing machine learning oss21:46
@sonney2kblackburn, 99% of them don't even have tests when they are submitted21:46
blackburnaha21:46
@sonney2knor developer documentation21:47
blackburnhehe21:47
@sonney2kblackburn, certainly no buildbot21:47
blackburnsonney2k: I'm thinking about removing HLLE..21:47
blackburnit is equal to LTSA21:47
@sonney2kwhy?21:47
blackburnbut less stable21:47
blackburn:D21:48
@sonney2kthen just document it - I wouldn't remove it21:48
blackburnokay21:48
@sonney2kblackburn, every algo has its strengths21:48
@sonney2kwe have *many* svm solvers in there21:48
@sonney2kand there is no general winner21:48
@sonney2ksome are very stable21:48
blackburnno, results are the same!21:49
@sonney2ksome are very fast in some situation but not stable in others etc21:49
@sonney2kyeah results *should* be the same w/ svms too but aren't21:49
blackburnbut HLLE can fuck up where LTSA will do ok21:49
blackburnrm shogun/preprocessor/ClassicMDS.h shogun/preprocessor/ClassicMDS.cpp21:50
blackburnwhat a great command i did21:50
blackburn:D21:50
@sonney2kstill - it has its value21:51
@sonney2ke.g. when learning about such algos21:52
@sonney2kit is good to learn that one is not so stable21:52
@sonney2kblackburn, did you read hhg2tg? You really sound like Marvin today.21:52
blackburnnope, haven't readed it21:53
@sonney2kblackburn, there is this highly skilled robot named Marvin - that becomes depressed because everything around him is so stupid...21:54
blackburnЖВ21:54
blackburn:D21:54
@sonney2kblackburn, there is a chapter with Marvin and a battle tank21:55
@sonney2kthat you should read21:55
blackburnokay :)21:55
@sonney2kbut yes Marvin managed a spaceship to commit suicide because he made it to become depressed...21:56
@sonney2kdammed nightly_all still fails21:57
@sonney2khttp://www.shogun-toolbox.org:5347/builders/nightly_all/builds/2/steps/compile/logs/stdio21:57
@sonney2keveryday a new fix21:58
CIA-87shogun: Soeren Sonnenburg master * rfe8cd5c / src/shogun/mathematics/Math.h : call CMath::is_finite() instead of CMath::finite() - http://bit.ly/nVzFr021:58
blackburnI don't like CMath21:59
@sonney2kblackburn, so what do you propose?22:00
blackburnnothing :(22:00
@sonney2kblackburn, where would you put functions like finite() ?22:01
@sonney2kor max() ?22:01
blackburnto CMath22:01
@sonney2kcertainly things like display_matrix / etc will go22:01
@sonney2k(to SGMatrix etrc)22:01
blackburnI don't like anything22:02
@sonney2kblackburn, it is about time that you /nick marvin22:03
blackburnit is used already :(22:04
@sonney2kblackburn, http://www.deeplearning.net/software/theano/ ?22:04
blackburnI would say it is call if it wasn't "Theano is a Python library"22:05
blackburncool22:05
blackburncall? why I wrote22:05
@sonney2kblackburn, but it is just a matrix library...22:10
blackburnsonney2k: some warnings here are for things under DOXYGEN_SHOULD_SKIP_THIS #ifs..?22:12
@sonney2kblackburn, ohh then we just have to fix the Doxyfile / Makefile to really ignore them22:13
blackburnsonney2k: shuffle should go to statistics?22:13
@sonney2kblackburn, could be an extra random module with all the rand / randn etc stuff in there22:14
@sonney2kin mathematics/Random.h22:14
blackburnokay so i'd put shuffle there when it is created22:15
@sonney2kblackburn, for now we should really focus on getting things stable and documented22:16
blackburnyeah22:16
blackburnbut it is used in landmark mds22:16
blackburnthat's why I asked22:16
@sonney2kthen once 1.0 is release we will create some 1.0 branch22:16
@sonney2kand probably bug fix releases will be 1.0.1 etc22:17
@sonney2kwhile we continue to work on shogun 1.1 with even better structure :D22:17
@sonney2kand your new shiny tutorial / documentation :D22:17
@sonney2kblackburn, it looks like the buildbot now really only uses 2 cores here... now I hope that it runs longer...22:19
@sonney2kI guess I should also ask gunnar if they have resources for more build slaves22:19
blackburnis he really interested in shogun?22:20
blackburncan't see his activity here and I don't like it too22:23
@sonney2kblackburn, he is using it and sponsored quite some development...22:24
@sonney2kblackburn, he is a big shot now so he will never touch the code again himself I guess22:24
blackburncan't see any his student22:25
blackburnof22:25
@sonney2kcwidmer...22:25
blackburnhe is not active now too22:25
@sonney2kfabio de bona before22:25
@sonney2kand jonas behr22:25
blackburnyeah but it is past22:26
@sonney2kcwidmer will continue22:26
blackburnI hope22:27
alesis-noviksonney2k, I've been out of it for a few days, what's the current plan for Shogun (I remember bug-hunting and such being mentioned)22:28
@sonney2kalesis-novik, please write documentation and fix undocumented things - list is here http://shogun-toolbox.org:5347/builders/python_modular/builds/14/steps/compile/logs/warnings%20(987)/text22:28
alesis-noviksonney2k, thanks22:29
@sonney2kblackburn, yeah but look f-x will extend his online learning framework, heiko his modelselection stuff, you and me will do random things22:29
@sonney2kblackburn, so it will continue to improve over time22:30
blackburnI hope so too22:30
@sonney2kblackburn, if we manage to get into next years gsoc we can have new cool 'big' projects.22:31
blackburnyeah I would like to participate :)22:31
alesis-novikThat would be interesting22:31
@sonney2kbut even without - it is pretty neat already now22:31
blackburnI don't see any reasons why we can't get into gsoc22:32
@sonney2kblackburn, I think this release has the biggest advancements we ever had between releases so...22:32
blackburnit made huge impact on shogun22:32
@sonney2kI agree22:33
blackburnso it is exactly what is GSoC was intended22:33
@sonney2kfor example next year one could try to get many boosting algorithms in there22:33
alesis-noviksonney2k, about the list of undocumented things, should I just infer what the documentation should be for stuff there?22:33
@sonney2kblackburn, gsoc is in particular to get new long term contributers22:33
@sonney2kalesis-novik, well document only what you think you understand :)22:34
@sonney2kblackburn, or structured output learnign for real22:35
@sonney2kor gaussian processes22:35
alesis-novikgaussian processes would be interesting22:36
@sonney2kalesis-novik, you don't have to wait for next GSoC to contribute - right?22:36
@sonney2kalesis-novik, just do it like blackburn does if you are interested. your contributions are warmly welcome.22:37
alesis-noviksonney2k, yeah, I'd be interested in continuing contributing22:37
@sonney2kalesis-novik, any plans what you intend to contribute in the future?22:38
alesis-noviksonney2k, I guess it partially depends on what is needed. There is some more stuff I could potentially implement to do with EM.22:38
alesis-noviksonney2k, I was also wondering if time-series would possibly be in the scope of shogun?22:39
@sonney2kalesis-novik, I wouldn't mind them in shogun - it is a new area not yet in there though22:40
alesis-noviksonney2k, yeah, I think if it were to be added, it would be best to keep it outside of stable release until it would have some substantial features22:41
@sonney2kalesis-novik, one feature at a time.22:42
alesis-novikI guess it depends on the definition of feature :) Maybe one model at a time?22:43
@sonney2kalesis-novik, yeah - e.g. one ICA algorithm at a time :)22:44
@sonney2kblackburn, regarding the  DOXYGEN_SHOULD_SKIP_THIS22:46
@sonney2kblackburn, which file uses this and still generated a warning22:46
@sonney2k(I have a potential fix so would like to check)22:46
blackburnclassifier/svm/ssl.h22:46
@sonney2kok then the fix works22:47
CIA-87shogun: Soeren Sonnenburg master * r4d757d9 / src/interfaces/modular/modshogun.doxy : set DOXYGEN_SHOULD_SKIP this when generating documentation - http://bit.ly/q5xYEV22:48
@sonney2kblackburn, ~950 warnings now22:50
blackburnuh22:51
blackburnrefactored ClassicMDS,LandmarkMDS,ClassicIsomap, LandmarkIsomap -> MultidimensionalScaling, Isomap22:51
@sonney2kblackburn, it is becoming a blonde Russian beauty :D22:53
alesis-novikblackburn, can you tell me what paper you used for LTSA?22:57
blackburnyeah22:58
blackburnwait a min22:58
blackburn Z. Zhang, H. Zha, Principal manifolds and nonlinear dimensionality22:59
blackburn * reduction via tangent space alignment, SIAM J. Sci. Comput. 26 (1)22:59
blackburn * (2004) 313–338.22:59
blackburnalesis-novik: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.4.3693&rep=rep1&type=pdf23:00
blackburnit was hard to extract url from google stuff hehe23:00
alesis-novikThanks23:00
blackburnnp23:00
blackburnalesis-novik: btw how is your dimreduction experience?23:09
alesis-novikinteresting, though nothing to report yet :)23:09
blackburnbig commit in a min23:51
@sonney2kpoor buildbot23:52
@sonney2kno rest never ever23:52
@sonney2kblackburn, when heiko is back on monday - I hope we can resolve the example doesn't run issues in python23:53
@sonney2kthen we can turn on make check-examples on buildbot23:53
blackburnхорошо23:53
@sonney2kblackburn, genau :D23:53
@sonney2kthen prime goal is to get all examples to work in all $LANG23:54
blackburnI would be happy if someone took kernelpca..23:54
blackburnfor some strange reason I feel depressed like marvin about kpca23:55
@sonney2kblackburn, we should do this ASAP - we still have 1 week till the end of gsoc so e.g. alesis-novik and sploving1 f-x could help too23:55
@sonney2kblackburn, then ignore it for now23:55
blackburnI don't find any implementation I could port easily and have no really comprehension how to do this23:56
blackburndidn't find*23:56
@sonney2kblackburn, I would just port the apply function from vojtechs toolbox23:56
@sonney2knot so difficult but I didn't have time to finish it23:56
blackburnsome strange algo is used here23:56
blackburnor I have miscomprehension about it23:57
@sonney2kno it is the original kPCA algorithm. Only apply() is a bit more clever - he did some centering IIRC23:57
@sonney2kbtw, http://shogun-toolbox.org:5347/waterfall gets wtf?!23:58
@sonney2khard to comprehend now23:58
@sonney2kI think this is the only useful one now http://shogun-toolbox.org:5347/console23:58
alesis-noviksonney2k, when's the intended release date?23:58
@sonney2kalesis-novik, end of august23:58
@sonney2kalesis-novik, for that we need the old test suite to pass and all warnings removed, everything documented23:59
blackburn15 aug already?23:59
blackburnoh shit23:59
--- Log closed Mon Aug 15 00:00:08 2011

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