High dimensional Interactive Plotting tool
Project description
HiPlot - High dimensional Interactive Plotting 
HiPlot is a lightweight interactive visualization tool to help AI researchers discover correlations and patterns in high-dimensional data using parallel plots and other graphical ways to represent information.
Try a demo now
There are 2 modes to HiPlot:
- As a web-server (if your data is a CSV for instance)
- In a jupyter notebook (to visualize python data)
pip install hiplot # Or for conda users: conda install -c conda-forge hiplot
If you have a jupyter notebook, you can get started with something as simple as:
import hiplot as hip
data = [{'dropout':0.1, 'lr': 0.001, 'loss': 10.0, 'optimizer': 'SGD'},
{'dropout':0.15, 'lr': 0.01, 'loss': 3.5, 'optimizer': 'Adam'},
{'dropout':0.3, 'lr': 0.1, 'loss': 4.5, 'optimizer': 'Adam'}]
hip.Experiment.from_iterable(data).display()
See the live result
Links
- Blog post: https://ai.facebook.com/blog/hiplot-high-dimensional-interactive-plots-made-easy/
- Documentation: https://facebookresearch.github.io/hiplot/index.html
- Pypi package: https://pypi-hypernode.com/project/hiplot/
- Conda package: https://anaconda.org/conda-forge/hiplot
- NPM package: https://www.npmjs.com/package/hiplot
Credits
Inspired by and based on code from Kai Chang, Mike Bostock and Jason Davies.
License
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
hiplot-master-0.1.10.dev56.tar.gz
(385.4 kB
view details)
File details
Details for the file hiplot-master-0.1.10.dev56.tar.gz.
File metadata
- Download URL: hiplot-master-0.1.10.dev56.tar.gz
- Upload date:
- Size: 385.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/41.2.0 requests-toolbelt/0.9.1 tqdm/4.46.0 CPython/3.7.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | e8680542d03dc118190f09f86d48d7adc2654b05f5be512e739756880538f2c6 |
|
| MD5 | f0d27a8637a7c5dd7c15658f5a9c3d15 |
|
| BLAKE2b-256 | 80b429cd383a6184fe902f68d460cea145d7ea0bff3c212e3a2d1d17a8bed578 |
