--- Log opened Thu Jan 29 00:00:56 2015 | ||
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@lisitsyn | HeikoS: wiking: anyone knows how to fix the build? | 11:53 |
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@lisitsyn | travis one | 11:53 |
@lisitsyn | its stopping 3 of my PRs :D | 11:53 |
lambday | and one of mine :/ | 12:02 |
@lisitsyn | lambday: oh hey | 12:06 |
lambday | lisitsyn: yo | 12:07 |
@lisitsyn | lambday: lets make something cool | 12:07 |
@lisitsyn | :D | 12:07 |
lambday | lisitsyn: ah finally, you're back! :D | 12:07 |
@lisitsyn | try to | 12:07 |
lambday | lisitsyn: I'm free now a days - getting fat! could use some brain work :P | 12:07 |
lambday | lisitsyn: let's finalize things on aer | 12:08 |
@lisitsyn | lambday: what about porting some ideas into shogun? | 12:08 |
@lisitsyn | one by one | 12:08 |
@lisitsyn | say get/set by string/tag | 12:08 |
@lisitsyn | then load library et | 12:08 |
@lisitsyn | etc | 12:08 |
lambday | lisitsyn: I think we better start experimenting on a separate branch | 12:08 |
@lisitsyn | hmm yeah probably | 12:09 |
* lambday afk | 12:09 | |
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lambday | lisitsyn: will be back in an hour.. let's discuss then | 12:22 |
lambday | lisitsyn: and create issues, whatever plans you're having.. | 12:23 |
@lisitsyn | lambday: I am a bit slow, the workload is quite heavy last days | 12:24 |
@lisitsyn | just do whatever comes into my mind | 12:25 |
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@besser82 | wiking, yo? | 12:32 |
@besser82 | wiking, can you confirm python_modular is not segfaulting anymore with SWIG 3.0.4? | 12:33 |
@besser82 | http://www.swig.org/Release/RELEASENOTES | 12:34 |
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@sonney2k | besser82, you are too fast for me :) | 15:21 |
@besser82 | sonney2k, what? | 15:23 |
@besser82 | sonney2k, what did i do? :P | 15:24 |
@sonney2k | <besser82> sonne|work, Fedora-builds are running for F20+ :D | 15:32 |
@sonney2k | ^ besser82 I guess that is related to shogun 4.0 | 15:33 |
@besser82 | sonney2k, yes :D | 15:33 |
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-!- ChanServ changed the topic of #shogun to: Shogun Machine Learning Toolbox | SHOGUN 4.0.0 Kose No Maro just released | Devs are usually around between 10am-10pm UTC | When asking questions please be patient or use the mailing list. We always answer but it might take a while. | Channel logs http://bit.ly/1eBecWl | 15:33 | |
@besser82 | sonney2k, currently doing test-builds and pimping the spec-file, to get stuff going into CentOS / RHEL /Scientific Linux {6,7} | 15:33 |
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@sonney2k | besser82, I am far away debian wise for that... | 16:48 |
@sonney2k | I am only hoping that the debian release is imminent... | 16:48 |
@besser82 | sonney2k, who uses debian anyways? :P | 16:50 |
@sonney2k | besser82, :P | 16:50 |
@lisitsyn | hey guys | 16:51 |
@lisitsyn | sonney2k: about a-z, answered your mail :) | 16:51 |
@besser82 | sonney2k, I think there will be packages going out to FC and EL dists at beginning of next week | 16:51 |
@lisitsyn | they are all like tokugawa ywhatever | 16:51 |
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@HeikoS | lisitsyn: hey | 17:20 |
@HeikoS | lisitsyn: could you check this here https://github.com/shogun-toolbox/shogun/pull/2676#issuecomment-71910913 | 17:20 |
@HeikoS | about making CKernel::compute virtual | 17:20 |
@HeikoS | I wonder whether and how bad that is | 17:20 |
@lisitsyn | HeikoS:hmm | 17:21 |
@lisitsyn | let me check | 17:21 |
@HeikoS | inline float64_t kernel(int32_t idx_a, int32_t idx_b) | 17:23 |
@HeikoS | to | 17:23 |
@HeikoS | virtual float64_t kernel(int32_t idx_a, int32_t idx_b) | 17:23 |
@lisitsyn | HeikoS: compute is already virtual? | 17:23 |
@HeikoS | sorry | 17:23 |
@HeikoS | its "kernel" | 17:23 |
@lisitsyn | ah | 17:23 |
@lisitsyn | HeikoS: performance wise it doesn't matter | 17:24 |
@lisitsyn | we already call normalize and compute which are virtual | 17:24 |
@lisitsyn | but the idea was to always check indices | 17:24 |
@HeikoS | thought so, but its another one | 17:24 |
@HeikoS | I see | 17:24 |
@HeikoS | so as long as he does this its fine | 17:24 |
@lisitsyn | HeikoS: what's the issue? | 17:25 |
@lisitsyn | I mean why it has to be virtual? | 17:25 |
@HeikoS | he want to change the thing | 17:26 |
@HeikoS | because we need a kernel that can compute derivative wrt to some subset of data (inducig points) | 17:26 |
@HeikoS | GP stuff | 17:26 |
@lisitsyn | HeikoS: its actually good to have kernel non-virtual | 17:27 |
@lisitsyn | you know it is a good practice to have public methods non virtual | 17:27 |
@lisitsyn | just protected ones | 17:27 |
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@HeikoS | can you comment on this in the thread? | 17:28 |
@lisitsyn | yes | 17:29 |
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@lisitsyn | HeikoS: I glanced over thread | 17:34 |
@lisitsyn | still not really get what's the issue with making it virtual | 17:34 |
@HeikoS | I just wanted to know *whether* there is an issue | 17:37 |
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@lisitsyn | I see | 17:37 |
@lisitsyn | no I mean | 17:37 |
@lisitsyn | why it is needed | 17:37 |
@lisitsyn | HeikoS: whats fitc anyways? | 17:37 |
@lisitsyn | I am looking and having no clue what's going on :D | 17:37 |
@HeikoS | haha | 17:39 |
@HeikoS | it is a sparse approximation to the likelihood in Gaussian process | 17:40 |
@HeikoS | https://encrypted.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&cad=rja&uact=8&ved=0CCYQFjAA&url=http%3A%2F%2Fjmlr.org%2Fpapers%2Fvolume6%2Fquinonero-candela05a%2Fquinonero-candela05a.pdf&ei=XWLKVMe0M5exaby_gKgI&usg=AFQjCNHbrEj8Ii5dwq1jgsQ07HyJBpV6fg&sig2=um95-UBRojh6UeLVdvpwEg&bvm=bv.84607526,d.d2s | 17:40 |
@HeikoS | http://jmlr.org/papers/volume6/quinonero-candela05a/quinonero-candela05a.pdf | 17:40 |
@HeikoS | second | 17:40 |
@HeikoS | its a good read | 17:40 |
@HeikoS | and thats what wu wants to do | 17:41 |
@HeikoS | http://jmlr.org/proceedings/papers/v5/titsias09a/titsias09a.pdf | 17:41 |
@HeikoS | lisitsyn: thanks for the feedback | 17:42 |
@lisitsyn | HeikoS: okay anyway - normalizer::normalize and kernel::compute are virtual | 17:43 |
@lisitsyn | it would matter if no virtual functions involved | 17:43 |
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@lisitsyn | HeikoS: how do GP people handle categorial features? | 18:36 |
@HeikoS | lisitsyn: with kernel functions on categorical variables | 18:37 |
@HeikoS | called diffusion kernels | 18:37 |
@lisitsyn | anything else apart from just matches? | 18:37 |
@HeikoS | no one can define kernels induced by categorical | 18:37 |
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@HeikoS | you kind of get a gaussian kernel analogue even | 18:37 |
@lisitsyn | HeikoS: is it better than just dot product = number of matched features? | 18:38 |
@HeikoS | yes | 18:38 |
@lisitsyn | HeikoS: I am trying to beat people at kaggle that's why asking :D | 18:38 |
@HeikoS | lisitsyn: http://people.cs.uchicago.edu/~risi/papers/diffusion-kernels.pdf | 18:39 |
@lisitsyn | sounds like something smart | 18:39 |
@lisitsyn | HeikoS: what should be done to have it in shogun? | 18:39 |
@HeikoS | check page 7 on left bottom | 18:40 |
@HeikoS | the counting is a limiting case of this kernel | 18:40 |
@HeikoS | its like a gaussian kernel using a hamming distance rather than a euclidean | 18:40 |
@lisitsyn | HeikoS: any chance to learn that on 40M examples? | 18:41 |
@HeikoS | mmmh | 18:42 |
@HeikoS | hard | 18:42 |
@HeikoS | but possible | 18:42 |
@HeikoS | I will offer a GSoC project on that in fact | 18:42 |
@HeikoS | low rank expansion of kernel (say incomplete cholesky) and then a conjugate gradient for the linear solves | 18:42 |
@lisitsyn | if it makes me win this kaggle I take it :D | 18:42 |
@lisitsyn | HeikoS: will this approx still be better than linear? | 18:43 |
@lisitsyn | HeikoS: I want to take over this thing about REST interface | 18:44 |
@lisitsyn | I think that's the way to win | 18:44 |
@lisitsyn | no mature framework has REST | 18:44 |
@HeikoS | the approx is basically doing linear in an approximate feature space | 18:44 |
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@lisitsyn | lambday: I just told HeikoS I am now interested in REST | 18:45 |
@lisitsyn | :D | 18:45 |
@lisitsyn | wanna have some fun with that? | 18:45 |
lambday | lisitsyn: REST? as in REST API? | 18:45 |
@lisitsyn | yes | 18:45 |
lambday | :P | 18:46 |
lambday | lisitsyn: I've been working on this only @job | 18:46 |
lambday | jersey :P | 18:46 |
@lisitsyn | we absolutely should have a shogun server | 18:46 |
lambday | lol | 18:46 |
lambday | I don't think anyone ever did that for a ML library :P | 18:46 |
@lisitsyn | ah and another thing | 18:46 |
@lisitsyn | we should have something like MOE/spearmint | 18:46 |
@lisitsyn | that's the way to go | 18:47 |
@lisitsyn | I am 900% sure | 18:47 |
lambday | what are these? | 18:47 |
@lisitsyn | model selection | 18:47 |
@lisitsyn | via Heikoian stuff | 18:47 |
@HeikoS | sergey is that really feasible ;) | 18:47 |
lambday | okay.. HeikoS is the guy for that :D | 18:47 |
@lisitsyn | I mean bayesian | 18:47 |
@lisitsyn | HeikoS: at least we can interface | 18:47 |
@HeikoS | lisitsyn: no need to be bayesian if you have 40M points on a linear regression model | 18:47 |
@HeikoS | only if oyu have 40m parameters too | 18:48 |
@lisitsyn | HeikoS: yes | 18:48 |
@lisitsyn | HeikoS: but my linear model sucks | 18:48 |
@lisitsyn | :D | 18:48 |
@lisitsyn | 160th/~1600 | 18:48 |
@HeikoS | I see | 18:48 |
@HeikoS | lambday: hey man how are things? :) | 18:49 |
@HeikoS | lisitsyn: well then | 18:49 |
@HeikoS | make a better thing :) | 18:49 |
lambday | HeikoS: lazy | 18:49 |
@lisitsyn | oh wanna join and consult me? :) | 18:49 |
@lisitsyn | fair share | 18:49 |
@HeikoS | good feautres and well tuned parameters do most | 18:49 |
@lisitsyn | :D | 18:49 |
lambday | HeikoS: not too much work to do at job | 18:49 |
@HeikoS | lisitsyn: haha | 18:49 |
@lisitsyn | code is ready just tell me what to do :D | 18:49 |
@HeikoS | lisitsyn: ICML deadline | 18:49 |
lambday | ah | 18:49 |
@HeikoS | lisitsyn: maybe, when does that end? | 18:49 |
@lisitsyn | 9 feb | 18:49 |
@HeikoS | lambday: sounds good | 18:49 |
@HeikoS | lots of time for shogun | 18:49 |
@HeikoS | haha | 18:49 |
@HeikoS | lisitsyn: too early | 18:50 |
@HeikoS | icml is 6th | 18:50 |
lambday | HeikoS: we should get back to the big tests work - once you get free | 18:50 |
@HeikoS | lisitsyn: try this: http://arxiv.org/abs/1501.03326 | 18:50 |
@HeikoS | lambday: yeah totally, currently working on submission of the above | 18:50 |
@HeikoS | then another thing | 18:50 |
@HeikoS | and then got time for big testing | 18:50 |
@lisitsyn | HeikoS: yeah so I will read all these smart things till feb 9 of 2016 | 18:50 |
@lisitsyn | :D | 18:50 |
@HeikoS | dino is also busy but should be better within a month or so | 18:50 |
lambday | HeikoS: alrighty.. I'll work on the prototype for the implementation I was working earlier | 18:51 |
@HeikoS | lambday: cool! | 18:51 |
@lisitsyn | okay actually I am like driven by kaggle things | 18:51 |
@lisitsyn | it is a way to improve shogun also | 18:51 |
@HeikoS | lambday: btw I like the linalg progress | 18:51 |
@HeikoS | lisitsyn: thats great | 18:51 |
@HeikoS | I mean there is so much to do | 18:51 |
lambday | lisitsyn: you participated? | 18:51 |
@HeikoS | lisitsyn: I though about having a GSoC project on building a kaggle pipeline | 18:51 |
@HeikoS | what do you think? | 18:51 |
@HeikoS | for supervised prediction | 18:52 |
@lisitsyn | lambday: trying to get to the top of avazu ctr :D | 18:52 |
lambday | lisitsyn: what's your current position :D | 18:52 |
@lisitsyn | HeikoS: this needs real apriori experience | 18:52 |
@lisitsyn | lambday: 160th | 18:52 |
@lisitsyn | 162th | 18:52 |
lambday | lisitsyn: not too bad! :D | 18:52 |
lambday | HeikoS: linalg has many more things to be included inside.. | 18:53 |
@HeikoS | btw i recently did a kaggle | 18:53 |
@HeikoS | https://www.kaggle.com/c/seizure-detection/leaderboard | 18:53 |
@HeikoS | got 9th :) | 18:53 |
lambday | HeikoS: good that with the new patch we can accommodate native implementations | 18:53 |
* lambday bows | 18:53 | |
@HeikoS | lambday: cool, well done thats important if people have nothing | 18:53 |
@lisitsyn | HeikoS: hmm what are your papers about if you weren't the first :D | 18:54 |
@lisitsyn | jk | 18:54 |
lambday | HeikoS: which will hardly be the case :P but still good to have - since we can get rid of all linalg operations from SGMatrix/SGVector | 18:54 |
@HeikoS | lambday: exactly | 18:54 |
@HeikoS | lisitsyn: my papers are about buzz words, haha :D | 18:55 |
lambday | is any of the paid courses @stanford center of professional development worth the $$? | 18:56 |
lambday | I saw a course for some professional certification in large scale ML for $19k | 18:56 |
lambday | who does these courses!! | 18:56 |
@HeikoS | lambday: Chinese people | 18:57 |
@HeikoS | the ML MSc costs like 25k for chinese | 18:57 |
@HeikoS | here in london | 18:57 |
@HeikoS | and they are the largest group | 18:57 |
lambday | phew!! | 18:57 |
lambday | HeikoS: man you must absolutely love Bayes :P new paper is also about that :D | 18:59 |
@HeikoS | lambday: sure :) | 18:59 |
@HeikoS | its trendy | 18:59 |
lambday | HeikoS: btw is this a good time to merge a new patch, or shall we wait for a few days | 19:01 |
@HeikoS | lambday: currently also working on infinite exponential family density estimates for hamiltonian dynamic MCMC :) | 19:01 |
@HeikoS | lambday: why? | 19:01 |
lambday | HeikoS: no idea what that means.. know the individual words but don't know what it means when you put 'em all together :D | 19:02 |
lambday | HeikoS: regarding release.. | 19:02 |
@HeikoS | lambday: I see | 19:05 |
@HeikoS | lambday: but we released right? | 19:05 |
@HeikoS | lambday: so now put stuff in and use it to clean up shoguns code :) | 19:05 |
@HeikoS | thats very good for a clean up release | 19:05 |
@HeikoS | as no new features added but internals cleaned up and possible speed gain | 19:06 |
@HeikoS | so merge it! | 19:06 |
@HeikoS | its awesome stuff | 19:06 |
lambday | HeikoS: alright.. so I'm merging the native implementation patch https://github.com/shogun-toolbox/shogun/pull/2672 | 19:06 |
@HeikoS | lambday: all tested etc right? | 19:06 |
lambday | yep.. travis fails are not related | 19:06 |
@HeikoS | lambday: the native implementations are important since it allows us to use the interface before we got backends | 19:06 |
@HeikoS | lambday: so now a sweep over Shoguns code that makes use of those methods is needed | 19:07 |
@HeikoS | lambday: put it as an entrance taks and let sutdents do it? | 19:07 |
lambday | HeikoS: that's what I was thinking :D | 19:07 |
lambday | HeikoS: but first I'd like to move the linalg code from SG* to linalg | 19:08 |
@HeikoS | lambday: yeah very good stuff | 19:08 |
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shogun-notifier- | shogun: lambday :develop * 91ecdd2 / / (7 files): https://github.com/shogun-toolbox/shogun/commit/91ecdd2638deed3b5ff7cc2466d6c1c1bcef633a | 19:11 |
shogun-notifier- | shogun: Added Shogun's native dot impl to linalg under NATIVE backend | 19:11 |
shogun-notifier- | shogun: Soumyajit De :develop * acdd979 / / (7 files): https://github.com/shogun-toolbox/shogun/commit/acdd979a5e4e4d0c8fffd358e674d98a79c0a2a5 | 19:11 |
shogun-notifier- | shogun: Merge pull request #2672 from lambday/develop | 19:11 |
shogun-notifier- | shogun: | 19:11 |
shogun-notifier- | shogun: Added Shogun's native dot impl to linalg under NATIVE backend | 19:11 |
shogun-buildbot | build #2634 of bsd1 - libshogun is complete: Failure [failed test] Build details are at http://buildbot.shogun-toolbox.org/builders/bsd1%20-%20libshogun/builds/2634 blamelist: lambday <heavensdevil6909@gmail.com>, Soumyajit De <heavensdevil6909@gmail.com> | 19:18 |
shogun-buildbot | build #966 of FCRH - libshogun is complete: Failure [failed test] Build details are at http://buildbot.shogun-toolbox.org/builders/FCRH%20-%20libshogun/builds/966 blamelist: lambday <heavensdevil6909@gmail.com>, Soumyajit De <heavensdevil6909@gmail.com> | 19:21 |
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travis-ci | it's Soumyajit De's turn to pay the next round of drinks for the massacre he caused in shogun-toolbox/shogun: http://travis-ci.org/shogun-toolbox/shogun/builds/48793990 | 19:22 |
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shogun-buildbot | build #201 of osx2 - modular_interfaces is complete: Failure [failed csharp modular] Build details are at http://buildbot.shogun-toolbox.org/builders/osx2%20-%20modular_interfaces/builds/201 blamelist: lambday <heavensdevil6909@gmail.com> | 19:30 |
shogun-buildbot | build #202 of osx2 - modular_interfaces is complete: Failure [failed csharp modular] Build details are at http://buildbot.shogun-toolbox.org/builders/osx2%20-%20modular_interfaces/builds/202 blamelist: Soumyajit De <heavensdevil6909@gmail.com> | 19:34 |
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@HeikoS | going climbing now, see you guys | 19:44 |
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shogun-buildbot | build #520 of debian wheezy - memcheck is complete: Failure [failed memory check] Build details are at http://buildbot.shogun-toolbox.org/builders/debian%20wheezy%20-%20memcheck/builds/520 blamelist: lambday <heavensdevil6909@gmail.com>, Soumyajit De <heavensdevil6909@gmail.com> | 22:14 |
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--- Log closed Fri Jan 30 00:00:57 2015 |
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