Comments (5)
Does d3 imply it only renders in a browser? Can this donut thing work purely in mpl and graphviz?
from dtreeviz.
from dtreeviz.
Hmm...well,I don't hate the pie charts enough to really worry about this, particularly if it requires that I do some thinking or has anything requiring a browser. ;) if it's okay with you I'm going to close this for now
from dtreeviz.
No worries, entirely your call. No browser required, but, yes, some thinking 😉.
I chose donuts for two reasons:
- In some circles 🙄, nothing says "20th century" quite like a pie chart. Donuts, apparently, are the dessert chart du jour.
- I wanted to overlay a label—a computer transaction ID—on each chart. I preferred the cleaner look of the label on the graph background color rather than on a multicolored pie.
My viz is rendered entirely in Graphviz. I investigated using a different library to render each node in the chart, as you've done, but I hit a roadblock: I couldn't capture mouse events for objects in such nodes. I think that's because Graphviz renders them using the SVG <image>
element. This is important to me, because I want interactivity. At some point, I'll revisit that issue, and perhaps integrate the SVG for each node into the main Graphviz-generated SVG—as I've read you've done—rather than referring to it via the <image>
element.
Here's an example of what I'm doing:
Essentially, I'm overlaying computer transaction performance data on transaction call structures. Each node (donut) represents a computer transaction. Each edge (arrow) represents a transaction calling another transaction. The size of each node represents the transaction CPU time relative to other transactions: so, the donuts are also "bubbles". I've deliberately omitted the legend because this viz is currently an inhouse project; I don't want to publicize the domain-specific details.
from dtreeviz.
very impressive!
from dtreeviz.
Related Issues (20)
- Visualize custom decision tree HOT 1
- how to use dtreeviz in streamlit HOT 2
- VisualisationNotYetSupportedError: get_min_samples_leaf() is not implemented yet for XGBoost. HOT 4
- TypeError: list indices must be integers or slices, not numpy.float64 HOT 5
- Crash when leaf nodes have no samples HOT 1
- Out of memory when calling viz.view() HOT 2
- Integrate AI explanation
- CatBoost need to be supported. HOT 1
- AttributeError: module 'dtreeviz' has no attribute 'model' on Windows platform, works fine on Google colab
- tfdf.keras.CartModel support? HOT 1
- TypeError: 'int' object is not subscriptable HOT 3
- Development requirement in `setup.py` HOT 1
- Adjust Bounding Box of saved svg file
- DTreeViz crashes, if descision tree was built with objects, that are interpretable as numbers.
- How to use chinese? HOT 1
- get_score() is not implemented yet for XGBoost. HOT 1
- cannot import name 'dtreeviz' from 'dtreeviz.trees HOT 1
- VisualisationNotYetSupportedError: get_node_criterion() is not implemented yet for LightGBM
- VisualisationNotYetSupportedError: get_feature_path_importance() is not implemented yet for LightGBM
- Any way to filter features before plotting with instance_feature_importance(x,figsize=(10,12))? HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from dtreeviz.