Not sure how helpful this will to be to others, but just started using some new tools to expedite in my data normalization/ cleansing/prep: https://www.bisok.com/data-science-workbench/
On Sunday, 20 December 2015 15:37:11 UTC-6, Matt Revelle wrote: > > Hey all, just chiming in that I use Clojure for exploratory analysis, > prototyping, and "production." Most of my work involves social networks and > aside from my own libs I use: core.matrix, Loom, and gg4clj (ggplot!). I'm > also a big fan of core.typed type annotations and Schema for data > validation and coercion. > > I used Clojure for implementing the method described in this paper: > Revelle, Matt, et al. "Finding Community Topics and Membership in Graphs." > *Machine > Learning and Knowledge Discovery in Databases*. Springer International > Publishing, 2015. 625-640. > > And the code is available at: > https://github.com/gmu-dmml-lab/senc > > I also have a utility library that will likely become a few separate > libraries in the future: > https://github.com/mattrepl/munge > > It has some basic IO for common formats (Matrix Market, various graph > formats, R tables), helper functions (some of which are no longer needed) > for core.matrix and Loom, and simple text processing. > > My biggest pain point with using Clojure is the kludgy access to decent > plots (nothing on the JVM comes close to ggplot) as well as missing > functions for probability distributions and model fitting. I've tried > various substitutes (or written my own), but nothing is as polished as R. > > -Matt > > On Sunday, December 20, 2015 at 1:11:12 AM UTC-5, Christopher Small wrote: >> >> You're quite welcome; I was happy to add your work there :-) It's always >> wonderful seeing folks using Clojure for scientific research. I'm happy to >> add similar showcasings to the list. >> >> I should add that I've been wanting to make it easier for folks to submit >> suggestions through the site, and add interactive features, but I've been a >> bit busy. If anyone else is interested in contributing, I'd be grateful. >> >> Cheers >> >> Chris >> >> >> >> On Sat, Dec 19, 2015 at 11:31 AM, Boris V. Schmid <boris....@gmail.com> >> wrote: >> >>> Just noticed one of my research paper made it to the showcase :-). >>> Thanks for that! >>> >>> As for clojure resources: I have been mainly used clojure itself, and >>> visualization libraries, (incanter, quil and gg4clj [to make plots in R >>> with ggplot2, but you can use it to run any R code]), and sometimes a stray >>> java library for smoothing or clustering things. The inter-op with java is >>> often not too bad. I use light table as an IDE. >>> >>> Boris >>> >>> >>> On Thursday, April 9, 2015 at 3:17:44 AM UTC+2, Christopher Small wrote: >>>> >>>> Made some updates to http://clojure-datascience.herokuapp.com/. In >>>> particular, went with the tagline "Resources for the budding Clojure Data >>>> Scientist." Couldn't come up with anything else sufficiently punny and >>>> appropriate. >>>> >>>> Again; please contribute! I'll be starting a list in the about page >>>> mentioning everyone who's contributed. >>>> >>>> Chris >>>> >>>> >>>> On Tuesday, April 7, 2015 at 8:24:27 PM UTC-7, Emrehan Tüzün wrote: >>>>> >>>>> Clojure isn't the first tool coming into mind on data science at the >>>>> moment but the number of useful libraries are growing up. You can check >>>>> out >>>>> https://github.com/razum2um/awesome-clojure#science-and-data-analysis. >>>> >>>> -- >>> You received this message because you are subscribed to the Google >>> Groups "Clojure" group. >>> To post to this group, send email to clo...@googlegroups.com >>> Note that posts from new members are moderated - please be patient with >>> your first post. >>> To unsubscribe from this group, send email to >>> clojure+u...@googlegroups.com >>> For more options, visit this group at >>> http://groups.google.com/group/clojure?hl=en >>> --- >>> You received this message because you are subscribed to a topic in the >>> Google Groups "Clojure" group. >>> To unsubscribe from this topic, visit >>> https://groups.google.com/d/topic/clojure/vsjUlAWm64g/unsubscribe. >>> To unsubscribe from this group and all its topics, send an email to >>> clojure+u...@googlegroups.com. >>> For more options, visit https://groups.google.com/d/optout. >>> >> >> -- You received this message because you are subscribed to the Google Groups "Clojure" group. To post to this group, send email to clojure@googlegroups.com Note that posts from new members are moderated - please be patient with your first post. To unsubscribe from this group, send email to clojure+unsubscr...@googlegroups.com For more options, visit this group at http://groups.google.com/group/clojure?hl=en --- You received this message because you are subscribed to the Google Groups "Clojure" group. To unsubscribe from this group and stop receiving emails from it, send an email to clojure+unsubscr...@googlegroups.com. To view this discussion on the web visit https://groups.google.com/d/msgid/clojure/817e72a5-18a9-4dd3-aac0-a160cddab2d8%40googlegroups.com.
