mallamanis

6 ms·

1.
by mallamanis 7y ago
[I'm one of the Microsoft Research people who worked on this] Thanks for your questions! We have thought of many heuristics but we didn't want to constrain the dataset release on some heuristic that we picked, possibly ruining the
2.
by mallamanis 7y ago
[I'm one of the Microsoft Research people who worked on this] (thanks Nick. Here are the links) Generative Code Modeling with Graphs: https://arxiv.org/abs/1805.08490 Learning to Represent Programs with Graphs: h
3.
by mallamanis 7y ago
[I'm one of the Microsoft Research people who worked on this] That's certainly true for simple use cases. Our goal here is to eventually also capture the long-tail of queries about a codebase. Often, within the domain of a project
4.
by mallamanis 7y ago
[I'm one of the Microsoft Research people who worked on this] We did consider adding StackOverflow questions. Some of our queries in the CodeSearchNet challenge do actually come from StackOverflow (via StaQC [1]). It's certainly i
5.
by mallamanis 10y ago
Using machine learning like this https://arxiv.org/pdf/1506.05869.pdf would be fun for this and avoid(?) canned responses...
6.
Show HN: Source Code Folding with Machine Learning(code-summarizer.herokuapp.com)
7 points by mallamanis 11y ago|0 comments
7.
by mallamanis 11y ago
An upcoming NIPS paper seems to be a followup "Hidden Technical Debt in Machine Learning Systems" D Sculley*, Google Research; Gary Holt, ; Daniel Golovin, Google, Inc.; Eugene Davydov, Google, Inc.; Todd Phillips, Google, Inc.; D
8.
by mallamanis 11y ago
http://googleresearch.blogspot.co.uk/2015/08/the-reusable-ho... this seems relevant to the article.
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by mallamanis 11y ago
http://research.microsoft.com/en-us/um/people/marron/selectp... has some interesting technical information about time-travel debugging.
10.
The Art and Science of Analyzing Software Data(amazon.com)
1 points by mallamanis 11y ago|0 comments
11.
Mycroft – Open Source AI [Kickstarter](kickstarter.com)
5 points by mallamanis 11y ago|0 comments
12.
by mallamanis 11y ago
I use https://github.com/magicmonty/bash-git-prompt which I also like. It seems to present less information than this one though
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by mallamanis 11y ago
There is this https://code.google.com/p/gittorrent/ although I've never tried it... edit: a more recent (?) link https://github.com/cjb/gittorrent
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by mallamanis 11y ago
Well, they should now ask for this link to also be removed...
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by mallamanis 11y ago
So, is this essay also considered harmful by self-reference?
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Grady Booch on the Future in Software Engineering(spinellis.gr)
1 points by mallamanis 11y ago|0 comments
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Choosing a machine learning algorithm (Azure ML)(blogs.technet.com)
3 points by mallamanis 11y ago|1 comments
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by mallamanis 11y ago
Some of the advice seems to be oriented for a US-like culture (e.g. be direct). Other cultures might have different conventions, I think.
19.
by mallamanis 12y ago
I do not expect them to decrease military expenditures. Their coalition partners (the far-right "Independent Greeks" that will be "holding" the ministry of defense) will not allow that easily.
20.
by mallamanis 12y ago
There is some recent research has shown that programming languages present some "naturalness": Hindle, Abram, et al. "On the naturalness of software." Software Engineering (ICSE), 2012 34th International Conference on. I
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Vowpal Wabbit for Fast (Machine) Learning(blogs.technet.com)
2 points by mallamanis 12y ago|0 comments
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by mallamanis 12y ago
Although it is interesting, I think that the data should be normalized for life expectancy. A country with a lower life expectancy will necessarily have a younger population. So instead of 14 years old, it would make sense to show the age o
23.
by mallamanis 12y ago
From a machine learning perspective (i.e. theoretically according to my view) this is useful because source code is highly structured with very complex constraints and tons of data available (e.g. every project in GitHub). This means that m
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by mallamanis 12y ago
This is a new and very interesting area in machine learning and software engineering. Anyone interested might also find the following papers interesting too Hindle, Abram, et al. "On the naturalness of software." Software Engineer
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by mallamanis 12y ago
Naturalize ( http://groups.inf.ed.ac.uk/naturalize/ ) is another related machine learning based tool that suggests appropriate identifier names for Java. Details on the implementation and an evaluation may be found her
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by mallamanis 12y ago
This is a stopper. I don't want to pollute the filenames with this information. Using a sqlite db or something even simpler would have been more preferable imho
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by mallamanis 12y ago
It is indeed a hard problem, but there is some research going on in this area http://people.csail.mit.edu/nkushman/papers/naacl2013.pdf and the application is definitely worth it, because it lowers the barrier for
28.
by mallamanis 12y ago
I totally agree with you. todo lists are necessary to reduce cognitive burden. It is absolutely necessary due to the non-linear way that tasks appear in your linear timeline of life.. But maybe Jeff Atwood in his position doesn't need
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Crowd-sourced Eclipse Autocompletion(de.slideshare.net)
2 points by mallamanis 12y ago|1 comments
30.
by mallamanis 12y ago
Wow, and we needed research to get to that conclusion! As if someone would have any doubt that this is the case...

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