timzaman / dagstudio Goto Github PK
View Code? Open in Web Editor NEWDirected Acyclic Graph Studio with Javascript D3
License: MIT License
Directed Acyclic Graph Studio with Javascript D3
License: MIT License
Although this cyclical behavior is supported since #1, this ^ isn't pretty.
Tim: Any interest to convert this into a workflow studio - including conditions and such?
See title.
Be able to switch frameworks with a (examplatory) toggle.
Should be straightforward using the work done in NVIDIA/DIGITS#1009
Requires #4, automatic node and edge placement because the .prototxt does not have visual (x,y) coordinate system information.
This is needed for caffe.
For example the 'Accuracy' node needs input data and a label as reference. These are two input connections, that need to go to input ports [0] and [1] repectively. This might be problematic to obtain.
From a caffe point of view, this is easy to obtain if this can be solved: BVLC/caffe#4712 . If this cannot be solved, I will have to crawl through the caffe code and obtain and input all the top and bottom i/o's by hand. This will also mess up the dynamic .proto parsing, as I will add things that are static.. sigh..
Should be straightforward using the work done in NVIDIA/DIGITS#1009
Requires #4, automatic node and edge placement because the .lua does not have visual (x,y) coordinate system information.
The layers and their args should preferably be formatted to .json
.
.json
output: https://github.com/TimZaman/dagstudio/blob/master/tests/caffe-all-layers.json.json
output: https://github.com/TimZaman/dagstudio/blob/master/tests/caffe.jsonShould structure the graph and snap the nodes in a coordinate system to some kind of grid so that the DAG looks clean.
This is especially useful when a graph is imported that has no 'x,y' structure yet.
Interesting discussion about this on d3/d3#349
Technically I guess that makes that part of the graph cyclical, but the graph probably couldn't care less.
In a Caffe networks this looks like:
(...)
layer {
name: "relu1"
type: "ReLU"
bottom: "ip1"
top: "ip1"
}
(...)
Especially useful when you've created something by hand and things get messy.
Can be done with ease after #4. Looks like:
Listing torch layers is pretty easy by listing the contents of nn
for example.
Any recommendations on getting the arguments of the constructor of the layers?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.