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Interactive data Kung Fu with Shaolin

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FIL everybody thank you for being here around this year from state i we talking about in that debate that we will be selling this of my Twitter accounts and might have gone this you want take and well and explaining what the talking about the Schelling reasoning Python library that allows for easily adding the lady of convicted if the tool python object when working there's a bit of of the presentation will be not tutorial but an interaction some of the main capabilities of shelling alongside some real examples in which shelley had been used to be a very rapid user interface for some actual model and lost their final boldly the the goal of this talk is just the bond is you do just telling and maybe effectively of the community around economic growth letters and in the world we will be talk about the effect the philosophy behind features inspired by science much about pattern hiking and beating mining all those different going summarizing then in order to be able to get that
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something about it I honestly have no way of doing so when I ask for help people need something like OK if you got a problem will know how to do just step aside and ask yourself what would find so I tried to turn
the peculiar way the final cut of looking at the world into features of muscle which they will explain in the next 4 chapters of my they're all they you will also find some of the quotes that inspired me to build listed in case you get both of my mind where the English accent that just the the and and I hear for the so we have to worry about me and have read and it's firing so to get the to the
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my work I should really be doing something to 1 that so let's talk
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work into a national so science
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objects which we transform into another work by anything from the value of glass and adding the light of course that inside the red followed this we're factor works well 1st of all you need to define a with
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also he was selling but some
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life and which goes which goes to that you want to
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you can we that it would be uses Python objects and then new grant of that that was just by adding the mysteries of strings or that much knowledge of the chapter 2 this has been
influenced by new learning much laughter laughter near and I thought about what I call do of gold in that means the gender of flexible ways universal national out that it's business based on 2 principles
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thing you can just selling to make investments and fact that along with other that works so you can get really weird wrinkles that although although that was like 4 and can be used and the instantiated with some kind of with some kind of a that with new content the mapping on the flight so you'll comfortable you were about getting anywhere you can actually notlimited also about that well now thank you get serious cost extend to the
dubious cops yet what does it mean to be a factor 1st of all how did should
be able to find maximum limitation of work so I don't
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the harder you should try to use buffer differently than it was intended the 1st way was let's see what I mean that well but now it's
time to feel like a hot if you
can find and that's what I call it a while ago mainly as a joke follows you can see that it possible to fully customize any CSS of your nationalist and make you will actually like read anything you want and well you although it also includes remained natural for right along with like forms and well if you know Spanish you can see that this is actually a job that I made that I was trying to to implement approval concept of some scanning that you want to do I want to low-income malicious HTML code the learning methods in order to perform on the scanner but I know it was really listening to took me a lot of but media in this case the movie
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let's continue to be affected with the vast demanded that disease notorious that's always known just integrator investors they will be actually disappointed me the 1 of the ways by calling everything of there laid out in in lot and of course free somewhere and it's mainly focus on died to create an is noble effect when writing your data analysis tools and now well this gets into all final chapter nothing model on test
didn't ecology it's because selling to make teaching and learning sciences I'm going to because for bringing science you should actually hunt so now assumption by
May showing you how is it possible to during an entire by the network into a national
hold items in the same column this year stuff was on here is my idea of that
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guy binds of methanol like may paid by the graph in which we talk about representing correlation matrices as here we have a joined everything that we made in order to the this plots with the procedures they define calculate a lot of corporations and mandates and combine everything together into
here you can see the gravity and being like 7 thousand series of for its data and every region In this is gathered resents value from this correlation natives we're going to represent all the information like a snapshot of how the might of the face the remaining during a given period of time so 1st of all we that's the final mapping for anyone any for aerial follows series and now we have defined mapping for correlation matrix as we are choosing musical of unable to get values all of the correlations when all the correlation values of matrices and the presented in 5 different beams so you can't just with the grants know what's happening on the market here you can see that the 2 correlation the last time I 1 a reaction of the law and the lower
ones side the I need to find because now the correlation about always 0 they're indistinguishable almost English indistinguishable of course you use this mapping into to anything like like goal-oriented your different things serious by the properties of the last day of the final example here you got call them by its between this weight it's weighted betweenness centrality of which is a measure of how it structure internally so we
find a new column of the more pleasing and now we know that
then the greedy is the moral morbidities between its entirely the modalities that will reduce your its units and from here we have also not all because almost all the capabilities of and when it's so weird library so you can have different layouts saying how you react assumed that in this case with have filters the correlation made it's applying that knowledge that is called minimal spanning tree and you can also use an algorithm that schools binary maximum field that it's just a again fast father really be correlation matrix you can feel that allowed in order to get only the bigger all the lower 1 you want to be here and just doing that running in the lower with the lower ones just click on the distance and that gets no matter fields of violence which most of our knowledge of Miletus correlation arousal choose any illegality life is implemented in In the know what library and well it's actually kind of fun to bring things you see here how life how we explain when you can feel that not only by the correlation matrices but also you have any the graph with that which it to structure corresponding to when I just assume that anything can be also used stability so if you aren't nearly left medial of his talk by data and you gas another the screen with the solvent side by side you will be able to follow everything he saying about without having to worry about that much about how we gold all the example that he showing cost actually really complex to understand if you're just going
all of them now before some I will show you another media here with with a final the but also show you how would you go style in that would like to just by using the in a view of the model of a bunch of we did that in terms of defining how we later will be because all the features that the languages library past and it allowed me to all these years and needs by just using with so we can see here in this example is really to for because customized all you that all the values of the American just by using with you will need to change that the with inside of something this can make it actually logistical
so well finally and just saying just 1 more thing about the had to solve all or not mortality finally I would say try to be excessively here that I had to prove myself wrong to get something back no reason for your comments in defining the summation weight the way sold thank you very much for
coming here thank you everybody for listening to my 1st OK came up and this diplomat had you'll concentrations course there's the 5 more minutes to go thank you thank you thank you very much DM for this anything tho I know the floor is open if or
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Formale Sprache


Formale Metadaten

Titel Interactive data Kung Fu with Shaolin
Serientitel EuroPython 2016
Teil 103
Anzahl der Teile 169
Autor Duran, Guillem
Lizenz CC-Namensnennung - keine kommerzielle Nutzung - Weitergabe unter gleichen Bedingungen 3.0 Unported:
Sie dürfen das Werk bzw. den Inhalt zu jedem legalen und nicht-kommerziellen Zweck nutzen, verändern und in unveränderter oder veränderter Form vervielfältigen, verbreiten und öffentlich zugänglich machen, sofern Sie den Namen des Autors/Rechteinhabers in der von ihm festgelegten Weise nennen und das Werk bzw. diesen Inhalt auch in veränderter Form nur unter den Bedingungen dieser Lizenz weitergeben
DOI 10.5446/21146
Herausgeber EuroPython
Erscheinungsjahr 2016
Sprache Englisch

Inhaltliche Metadaten

Fachgebiet Informatik
Abstract Guillem Duran - Interactive data Kung Fu with Shaolin “Notebooks come alive when interactive widgets are used”, but programming complex applications that rely entirely on widgets may end up being a painful and frustrating process. Shaolin is a new python project that aims to provide a framework for building interactive complex dashboards. ----- You can read in The Project Jupyter web page that “Notebooks come alive when interactive widgets are used”, but programming complex applications that rely entirely on widgets may end up being a painful and frustrating process. Shaolin is a new python project that aims to provide a framework for building interactive complex dashboards. Shaolin provides all the basic tools for building complex interactive data analysis applications using the pydata ecosystem. Arbitrary code can be embedded into a Dashboard -a class that works as a “black box” that allows to easily define a GUI based on the ipywidgets package- to process any data in any form and then let you interactively define how to plot it using automatically generated widgets. Hierarchical combinations of Dashboards can be arranged then to build more complex applications. The talk is divided in two sections. First one introduce the framework and its main features: - Custom syntax for defining widgets in a simplified way. - Dashboards: Syntax rules and capabilities. - Combining Dashboards to build complex applications. - Interactive plot creation. - Integration with pydata. Second section will show how this framework can be used to analyse real data using Dashboards without writing any code. I will show how to transform market data time series into graphs using pandas and networkx, then plot it interactively using bokeh and Vpython.

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