Open in new window / Try shogun cloud
--- Log opened Mon Mar 10 00:00:05 2014
--- Day changed Mon Mar 10 2014
@HeikoSlambday: in the b-test paper code?00:00
lambdayHeikoS: yeah... oh and they used 0 mean as well00:00
@HeikoSlambday: so thats exactly what we do for the linear time mmd00:00
@HeikoSlambday: just that this is not really a linear time estimate ;)00:00
@HeikoSlambday: they cheated there00:01
@HeikoSwe would just use the diagonal of this matrix00:01
@HeikoSlambday: or in fact block averages00:01
@HeikoSlambday: can you send me the githuvb page?00:02
lambdayHeikoS: yeah.. just a sec00:02
@HeikoSlambday: yeah, so they cheat for the variance00:04
lambdayHeikoS: Parallel algorithm -00:04
lambdaytalks about blocks00:04
@HeikoSlambday: oh yeah, its totally possible to compute the blocks using multicore, everything is independent00:05
@HeikoSlambday: good idea and extension :)00:05
@HeikoSbut check the btest.m file first00:05
lambdayHeikoS: yeah00:05
lambdayso that implementation is incorrent?00:05
@HeikoSthere they iterate over the blocks00:05
@HeikoSlambday: nono its fine00:05
@HeikoSbut they compute a h-term for every block00:06
@HeikoSso that mean(hh) is the simple average of the blocks00:06
@HeikoSand var is the covariance (computed in quadratic time)00:06
@HeikoSwe compute the variance in linear time via doing running averages, thats very similar to what I did in the linear time MMD code00:07
@HeikoSfor computing the covariance matrix between the kernels00:07
lambdayHeikoS: umm I am confused - do you mean this is how it should be done?00:16
@HeikoSlambday: yeah, this is just a running average of the individual statistic values00:17
lambdayHeikoS: this one for computing covariance matrix -
@HeikoSlambday: for covariance matrix its also similar, since this covariance is between kernels00:17
@HeikoSI think the code should be re-usable, just compouting the statistic should be different00:17
@HeikoSfirst it was running average/variance of these linear time estimates00:18
@HeikoSnow it is a running average/variance of those quadratic time block estimates00:18
@HeikoSlambday: but it will be very easy to verify - using the permutation00:18
lambdayHeikoS: ah this part has to be copied - I can't think of any clever way to separate this nicely :-/00:21
lambdayHeikoS: and I didn't get the verify point :(00:21
@HeikoSlambday: why copy?00:22
@HeikoSlambday: should be done in streaming mmd I guess00:22
@HeikoSthat was the whole point of having a shared base class wasnt it?00:22
lambdayHeikoS: put that part into another function?00:22
@HeikoSlambday: yeah00:22
@HeikoSboth linear time mmd and btest just do this online mean/variance of something00:23
lambdayHeikoS: alright - shall we do the same for covariance as well? cause we'd be computing that between kernels for btest too, right?00:24
lambdayHeikoS: I mean, move that online algorithm into another function00:24
@HeikoSlambday: yeah!00:25
@HeikoSlambday: and for the verification:00:25
@HeikoSlambday: we can just compute the null distribution via the permutation test00:25
@HeikoSlambday: which gives the ground truth00:25
@HeikoSlambday: and then we can compare this to the Gaussian from variance approximation00:26
lambdayHeikoS: oh got it00:26
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lambdayHeikoS: well I think both these methods can be moved to parent - things would be exactly same (except for the value of m2 which would be m/2 for linear and m for btest, which we can just pass via an additional arg)... things are exactly same!00:42
@HeikoSlambday: yeah, indeed00:43
@HeikoSlambday: I have to go to bed, see you tomorrow!00:45
lambdayHeikoS: okay :) good night man!00:45
@HeikoSlambday: good night00:46
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@besser82wiking, lisitsyn: is there any specific reason to have the makefile in examples-dir to be purged?09:33
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@wikingbesser82: yeah i thought there's no need for it... and if so we can reproduce that by a cmakefile or?10:56
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kprahwere we supposed to have a meet today?11:02
@wikingsee the dopic11:02
@wikingthere's every monday a general session11:02
kprahToday's topic is GSOC/slammtisch then?11:04
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PirosB3hi sonney2k thanks for the comments on the PR. why should we not use init_hogun exit_shogun in modular?11:53
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bumblebee_just wanted to know, while making a pull request, i send it from "username/my_personal_develop" branch to the main "shogun/develop" branch?19:45
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PirosB3hey guys, are we doing Stammtisch today?19:50
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pickle27wanna deploy the site now sonney2k20:10
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sonne|osxpickle27: hey there20:15
sonne|osxpickle27: maybe you want to do the upgrades yourself?20:16
PirosB3Hey guys, I just posted on the ML a new restructured version of the Shogun SaaS spec. If anyone wants to have a look and has some comments, be my guest :) The doc is available here:
pickle27Im pretty indifferent, you were able to do them pretty quick before20:16
pickle27its just 2 simple evolutions and then we're done20:17
sonne|osxpickle27: well it makes sense if you do the releases of the webstuff in the future yourself anyways - right?20:19
pickle27yeah sure20:19
pickle27what do I need?20:19
pickle27also I lost that ssh key when I re did my home computer20:19
@HeikoSsonne|osx: getting food now, back in 40 mins20:25
sonne|osxpickle27: okido then please guide me what to do20:25
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pickle27so deploy the latest code20:26
pickle27then run20:26
pickle27./manage evolve --execute20:26
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@iglesiasgGoedenavond :)20:31
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sonne|osxok I did evolve20:34
pickle27everything ran good?20:35
sonne|osxwell evolutions successfol20:35
pickle27okay sweet!20:35
sonne|osxok restarting servers20:35
pickle27okay I tried to load something20:36
pickle27and it was all down20:36
pickle27and I was freaking out for a sec20:36
sonne|osxpickle27: looks good to me20:36
sonne|osxpickle27: some minor thing - on the thumbnail scroll thing at the bottom we have some overlap of the cursor with the image20:37
pickle27subpages aren't loading but I think we just need to merge the next 2 PRs20:37
sonne|osxpickle27: ohh ok20:38
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sonne|osxpickle27: then be quick!20:39
pickle27sonne|osx: can you run a ./manage syncdb20:39
sonne|osxpickle27: well I did20:40
pickle27like just now?20:40
sonne|osxCreating tables ...20:40
sonne|osxInstalling custom SQL ...20:40
sonne|osxInstalling indexes ...20:40
sonne|osxInstalled 0 object(s) from 0 fixture(s)20:40
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pickle27cause whats happening is that there is a column in the db that django doesn't understand20:41
pickle27but that column was supoosed to be removed by the evolution20:41
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pickle27sonne|osx: what was the output from the evolution?20:44
pickle27can you try and run them again?20:44
kprahwiking: hey!20:46
@sonney2kpickle27, then it says No evolution required.20:47
pickle27I mean I can add the line back to the model and it will stop crashing20:48
pickle27but deleting that old foreign key was the whole point20:49
kprah\msg wiking Should I unify all the bundle solvers : primal and bmrm to a single cutting plane solver?20:49
pickle27sonney2k: we have 2 options20:51
pickle27we can put the line in the modelback so it knows what to do with that field20:51
pickle27or we drop the column manually20:51
pickle27I don't know if django will like that20:51
sonne|osxpickle27: what would I need to run?20:54
pickle27you'd have to open mysql and run20:54
pickle27ALTER TABLE pages_articles DROP COLUMN rootsubpage20:54
pickle27if that fails we'll probably have to restore the db20:54
sonne|osxALTER TABLE pages_articles DROP COLUMN rootsubpage;20:56
sonne|osxERROR 1146 (42S02): Table 'shogun.pages_articles' doesn't exist20:56
pickle27okay I guess the table name wrong20:56
pickle27can you print a schema of the db?20:56
PirosB3need some Django help guys?20:57
pickle27sure feel free to help out20:57
pickle27I ran an evolution to drop an old column20:57
pickle27but its not happy about it20:58
PirosB3what migration app are you using? south?20:58
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PirosB3ash, never used20:59
pickle27I think we need to dump the db reset and restore21:00
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PirosB3can you paste bin the evolution file?21:01
PirosB3and the error?21:01
PirosB3also, is the schema available online somewhere?21:01
pickle27the evolution runs fine21:01
pickle27the issue is django is still finding the field somehow21:01
pickle27\and then its not on the model so its throwing an error21:01
PirosB3mm interesting..21:01
PirosB3did you grep for the field name?21:02
PirosB3but did the migration finish successfully?21:02
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pickle27I have not greped for the field name21:04
pickle27yes the evolution ran successfuly21:04
PirosB3interesting, so where is it failing21:06
PirosB3can you paste the trace?21:06
pickle27I might have found it21:06
pickle27found it21:07
pickle27its a stray field21:07
pickle27thanks PirosB321:07
PirosB3no worries :) glad you found it ;)21:07
sonne|osxpickle27: so now what?21:07
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shogun-notifier-shogun-web: Kevin Hughes :master * 12db238 / pages/,pages/
shogun-notifier-shogun-web: removes legacy models21:07
shogun-notifier-shogun-web: Kevin Hughes :master * 581ec39 / pages/,pages/
shogun-notifier-shogun-web: Merge pull request #58 from pickle27/drop_tables_time21:07
shogun-notifier-shogun-web: removes legacy models21:07
pickle27sonney2k: can you deploy latest code21:08
pickle27it should be fine21:08
pickle27after that21:08
lisitsynhey guys I have something to say about plugins :D21:08
lisitsynwho cares? ;)21:08
pickle27sonney2k: after deploy run ./manage syncdb21:09
pickle27it should drop the old tables21:09
@HeikoSlisitsyn: I dont21:10
@HeikoShahaha ;)21:10
lisitsynhaha I knew21:10
@HeikoSlisitsyn: no please shoot I want to have that21:11
@HeikoSlisitsyn: loosing too much lifetime waiting for shogun to compile21:11
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lisitsynokay I actually started something as I have absolutely no clue21:11
lisitsynit is quite easy to load library and stuff21:11
lisitsyncurrent version just loads some .so dynamically and calls method21:12
lisitsynso the thing is that how do we go next21:12
lisitsynbasically what I see is21:12
lisitsynwe have to have some base classes21:12
lisitsynas classifier multiclass classifier etc21:12
@HeikoSlisitsyn: oh wow21:12
@HeikoScool that already works21:12
lisitsynbut we'd have to stick to some get("parametername",value);21:13
lisitsynotherwise we can't get getter21:13
lisitsynlet me explain21:13
@HeikoSlisitsyn: is that now parameter framework or plugins?21:13
@HeikoSor both at once?21:13
lisitsynHeikoS: they are pretty much linked together it seems21:13
lisitsynso what I mean is21:13
lisitsynimagine we have super svm21:13
@HeikoSlisitsyn: mmh so those getters are like ultra slow right?21:13
lisitsynand it has parameter heiko21:13
@HeikoSlisitsyn: what to do with iterating over matrices?21:14
@HeikoSand stuff like that?21:14
@HeikoSor do we only do that for CSGObject like getters?21:14
@HeikoSor how?21:14
lisitsynthat's the question21:14
lisitsynso our super svm has parameter heiko = 321:14
@HeikoSaccess should be O(1) not O(1000)21:14
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lisitsynhaha O(1000)21:14
@HeikoSiglesiasg: greetings!21:14
@iglesiasgHeikoS, hello hello21:15
lisitsynHeikoS: that's the thing21:15
@HeikoSlisitsyn: mmh but do we actually call getters in loops?21:15
lisitsynso well it is the question whether we call get/set pretty often21:15
@HeikoSlisitsyn: one can always call it before right?21:15
lisitsynwell yeah21:15
@HeikoSlisitsyn: and iterating over matrices etc still works directly right?21:15
lisitsynyeah this is not about matrices21:16
lisitsynmatrices are not modular at all they are still in core21:16
lisitsynHeikoS: actually21:16
lisitsynwhat we'd need is21:16
lisitsynto replace all getters in classes21:16
lisitsynwhich are plugins21:16
@HeikoSlisitsyn: yeah I see21:16
lisitsynsee what I mean?21:16
lisitsynanything else is ok21:16
@HeikoSlisitsyn: so anyone who attempts this will commit suicide right?21:16
shogun-notifier-shogun-web: Kevin Hughes :master * 9e8b87f / pages/
shogun-notifier-shogun-web: remove rootsubpage21:17
lisitsynthe problem is that once we loaded a plugin21:17
@HeikoSlisitsyn: actually, I think computationally it should be fine, why would one call getters in a loop?21:17
lisitsynand spawned its say classifier21:17
pickle27sonney2k: would help if I actually fixed it lol21:17
lisitsynHeikoS: I can make it quite fast21:17
@HeikoSlisitsyn: how? hashs?21:17
@HeikoSlisitsyn: man that would be so cool21:17
lisitsynone downside that I see21:18
lisitsynwe'd get some string things21:18
lisitsynlibsvm = shogun.require('LibSVM')21:18
lisitsynthat's like handle for library21:18
lisitsynor plugin21:18
lisitsynnext what we do is21:19
lisitsynsvm = libsvm.spawnClassifier()21:19
lisitsynor sth like that21:19
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lisitsynto do something with hashing21:19
lisitsynwe can do this thing:21:19
lisitsynsvm_C_parameter = shogun.parameter('C')21:20
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lisitsynoh sorry21:20
lisitsynit should be shogun.floatParameter('C')21:20
lisitsynlike that21:20
lisitsynthis object would have some hash or index21:20
lisitsynso get is still fast21:20
lisitsynHeikoS: are you following this sht? :D21:20
@HeikoSlisitsyn: yeah I am sorry21:21
lisitsynno I just mean should I stop at this point21:21
lisitsynor continue some explanations hehe21:21
@HeikoSlisitsyn: could you set up a document where you write example (pseudo) code how things are used?21:21
@HeikoSlisitsyn: its hard to loose overview21:21
@HeikoSthis spawn thing, I did not really get it21:21
lisitsynit comes directly from my mind yet21:21
lisitsynHeikoS: well ok that needs explanation here I guess21:22
lisitsynHeikoS: once we loaded a library21:22
lisitsynwe'd have to keep it as an object in our scope21:22
lisitsynhowever that's okay if you just recall it next with21:22
lisitsynHeikoS: the point is that if we have plugins we don't have qualified names in the scope21:23
lisitsynwe don't have shogun.classifier.LibSVM anymore21:23
@HeikoSlisitsyn: cant we enforce those?21:23
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@HeikoSin a tree like manner?21:23
lisitsynHeikoS: what do you mean?21:24
lisitsynit would be possible for python21:24
lisitsynbut java etc21:24
lisitsynI don't like altering behaviour in various languages21:24
@HeikoSyeah I agree21:24
@HeikoSlisitsyn: ok21:24
@HeikoSlisitsyn: actually I think you just should do this,  discuss with somebody who wants to spend lots of brainpower on it21:25
@HeikoSlisitsyn: unlikely to get much feedback from the other core people ;)21:25
lisitsynHeikoS: I'll dump my mind laterz21:25
lisitsynto some issue21:25
@HeikoSlisitsyn: maybe a list of pros/cons would be nice too21:25
@HeikoSlisitsyn: I currently dont really have an idea how this works in principle21:25
lisitsynyeah but this looks like a complete solution in my mind21:25
@HeikoSlisitsyn: well I pretty much trust you :D21:26
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@HeikoSlisitsyn: anybody yet interested in that?21:28
lisitsynHeikoS: gsoc?21:28
@HeikoSlisitsyn: maybe you should make it a bit more attractive in the description.21:28
lisitsynno that's too hardcore21:28
lisitsynyeah my bad may be21:28
@HeikoSlisitsyn: Its one of the most interesting projects21:28
@HeikoSlisitsyn: and its not really ML, so that is interesting21:28
@HeikoSbut also to get to know shogun21:29
@HeikoSunusual coding tasks21:29
lisitsynwell I know a student that I can guide directly :D21:29
@HeikoSlisitsyn: ok?21:30
@HeikoStell me more21:30
lisitsynHeikoS: just kidding21:30
@HeikoSwe should soon get applications btw :)21:31
@HeikoSlisitsyn: yourself?21:31
lisitsynHeikoS: quite near21:31
@HeikoSnoooo way man, too precious21:31
@HeikoSlisitsyn: ah your girl? ;)21:31
pickle27sonne|osx: have you deployed again yet?21:31
lisitsynhaha yeah but this could be considered unfair21:31
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@HeikoShehe is she a c++ guru?21:32
lisitsynHeikoS: no no21:32
@HeikoSlisitsyn: btw will you come to the summer workshop this year?21:33
lisitsynHeikoS: yeah if I can afford it21:33
@HeikoSlisitsyn: how do you feel about our gsoc status currently?21:35
lisitsynHeikoS: that's okay21:35
lisitsynwe have some strong students21:35
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@HeikoSlisitsyn: yeah I agree21:36
@HeikoSlooking good21:36
@HeikoSand the niveau is insane compared to other years, at least I have the feeling21:37
shogun-notifier-shogun-web: Kevin Hughes :master * 2bc3934 / pages/ (8 files):
shogun-notifier-shogun-web: roll up the db changes etc21:37
shogun-notifier-shogun-web: Kevin Hughes :master * 86622f7 / pages/ (8 files):
shogun-notifier-shogun-web: Merge pull request #59 from pickle27/rollup21:37
shogun-notifier-shogun-web: Rollup21:37
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lisitsynHeikoS: I noticed you have been online from some german address ;)22:26
lisitsynand now it is uk again22:26
shogun-notifier-shogun-web: Kevin Hughes :master * 815047b / pages/
shogun-notifier-shogun-web: add fake rootpage integer field22:31
@sonney2klisitsyn, heiko the tunnel guy22:39
@sonney2kyay python shogun 3.2.0 uploaded
@sonney2klets see what fails :)22:40
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@sonney2kpuhh website is back up22:52
@sonney2kwhat a stress...22:52
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@HeikoSsonney2k, lisitsyn yeah tunnel :)22:56
@HeikoSworking on cluister computers22:56
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sonne|osxbesser82: ok maybe it is indeed a bug in numpy that we ahve the failure on powerpc
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--- Log closed Tue Mar 11 00:00:33 2014