I have always liked visual data science and machine learning tools that let you use a mixture of flowcharts and code to write data manipulation and machine learning models. There are some popular ones out there including SAS enterprise miner, knime, rapid miner, orange etc. But there is no tool for …

[image] Login to Meetup | Meetup Not a Meetup member yet? Log in and find groups that host online or in person events and meet people in your local community who share your interests.

These frameworks run out of expressive power rapidly, and you end up having to put lots of small snippets of code into lots of tiny graphical buckets. I ran into something like this in another project (video compositing using Nuke) and thankfully was able to write programs to examine and modify the…

I think the efforts in the Julia data science community are best served in the areas that are already being worked on (by yourself included): Getting the data ecosystem at least on par with that of R/Python/Stata/SAS, hopefully better. Can we get things to be more flexible and more performant withou…

https://github.com/davidanthoff/DataVoyager.jl gives you an interactive plotting/data exploration tool.

DataVoyager.jl looks really cool, definitely check it out sometimes. Hadley’s meetup talk should be awesome too! I mostly just write code but these are my thoughts There are often sense checks of the code that aren’t part of the work flow. E.g. I would do a frequency count of a particular variabl…

[image] xiaodai: http://www.luna-lang.org No offense to the developers of this, it looks pretty cool, but people have been trying to do things like this since the 80’s and I have a feeling there is a reason they have never caught on. (See this excellent documentary involving one of the more …

[image] ExpandingMan: Anyway, sorry to repeatedly come out as bashing this idea, especially with such grandiose, hand-waiving talk. Debate is good! I guess I am not wedded to it but I see how it can be better at certain things. Even as a side project I would like to make one so that I can see…

We can be like the wright brothers of GUI data science! :stuck_out_tongue_closed_eyes: :small_airplane:

[image] xiaodai: but everything can be so code will dominate always. I also like this debate although don’t agree with everything. About your claim above I propose to look at this interesting text: Software 2.0. I sometimes see people refer to neural… | by Andrej Karpathy | Medium [image…

[image] Liso: [image] xiaodai: but everything can be so code will dominate always. I also like this debate although don’t agree with everything. That’s still half-true for assembly as well, it will dominate if given the chance since everything still runs as generated assembly, but it i…

Visual workflow tool for Julia - let's build one!

Specific Domains Data

Juan March 2, 2018, 12:39pm 16

I had already opened a thread about that:

Topic		Replies	Views
Recent experience with Julia as the main data science driver General Usage	18	3876	August 8, 2021
What's the current (spring 2024) canonical approach to data science in Julia? General Usage dataframes	34	5206	April 8, 2024
What are your most coveted functionalities missing in the ecosystem? Community package , proposal	55	6065	December 19, 2019
Anyone crazy enough to develop a pure Julia GUI toolbox? Visualization package , gui	203	20118	September 17, 2026
Is Julia's workflow like R's? New to Julia	20	2976	June 1, 2023

Visual workflow tool for Julia - let's build one!

Related topics