High dimensional Interactive Plotting tool
Project Links
Meta
Author: Facebook AI Research
Requires Python: >=3.6
Classifiers
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 with sweep data or upload your CSV or
There are several modes to HiPlot:
- As a web-server (if your data is a CSV for instance)
- In a jupyter notebook (to visualize python data), or in Streamlit apps
- In CLI to render standalone HTML
pip install -U 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.org/project/hiplot/
- Conda package: https://anaconda.org/conda-forge/hiplot
- NPM package: https://www.npmjs.com/package/hiplot
- Examples: https://github.com/facebookresearch/hiplot/tree/main/examples
Citing
@misc{hiplot,
author = {Haziza, D. and Rapin, J. and Synnaeve, G.},
title = {{Hiplot, interactive high-dimensionality plots}},
year = {2020},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/facebookresearch/hiplot}},
}
Credits
Inspired by and based on code from Kai Chang, Mike Bostock and Jason Davies.
External contributors (please add your name when you submit your first pull request):
License
0.1.34rc200
Oct 27, 2022
0.1.34rc199
Oct 27, 2022
0.1.34rc198
Oct 27, 2022
0.1.34rc197
Oct 27, 2022
0.1.34rc195
Jul 05, 2022
0.1.34rc194
Jun 27, 2022
0.1.34rc193
May 31, 2022
0.1.34rc192
May 31, 2022
0.1.33
May 31, 2022
0.1.33rc191
Mar 26, 2022
0.1.33rc190
Mar 26, 2022
0.1.33rc189
Mar 26, 2022
0.1.33rc187
Feb 28, 2022
0.1.33rc186
Feb 22, 2022
0.1.33rc185
Feb 22, 2022
0.1.33rc184
Feb 20, 2022
0.1.33rc183
Feb 13, 2022
0.1.33rc182
Feb 13, 2022
0.1.33rc181
Feb 11, 2022
0.1.33rc177
Nov 05, 2021
0.1.33rc176
Nov 05, 2021
0.1.33rc175
Nov 05, 2021
0.1.32
Nov 04, 2021
0.1.32rc174
Nov 04, 2021
0.1.32rc173
Nov 04, 2021
0.1.32rc172
Nov 02, 2021
0.1.32rc171
Oct 26, 2021
0.1.32rc170
Oct 21, 2021
0.1.31
Oct 21, 2021
0.1.31rc169
Oct 21, 2021
0.1.30
Oct 21, 2021
0.1.29
Oct 07, 2021
0.1.29rc168
Sep 30, 2021
0.1.29rc167
Sep 30, 2021
0.1.29rc166
Sep 30, 2021
0.1.29rc165
Sep 30, 2021
0.1.29rc164
Sep 29, 2021
0.1.29rc163
Sep 29, 2021
0.1.29rc162
Sep 29, 2021
0.1.29rc158
Jul 28, 2021
0.1.28
Jul 28, 2021
0.1.28rc148
Jul 28, 2021
0.1.27
Jul 28, 2021
0.1.27rc147
Jul 12, 2021
0.1.26
Jul 12, 2021
0.1.26rc146
Jun 14, 2021
0.1.26rc145
Jun 11, 2021
0.1.25
Jun 11, 2021
0.1.25rc144
Jun 11, 2021
0.1.25rc143
Jun 10, 2021
0.1.25rc142
Jun 10, 2021
0.1.25rc141
Jun 10, 2021
0.1.25rc140
Jun 10, 2021
0.1.25rc139
Jun 10, 2021
0.1.25rc138
May 28, 2021
0.1.25rc137
May 28, 2021
0.1.25rc136
May 28, 2021
0.1.25rc135
May 07, 2021
0.1.25rc134
May 07, 2021
0.1.25rc133
May 07, 2021
0.1.25rc132
May 07, 2021
0.1.25rc131
Apr 27, 2021
0.1.25rc130
Apr 27, 2021
0.1.25rc129
Apr 20, 2021
0.1.25rc128
Apr 20, 2021
0.1.25rc127
Apr 01, 2021
0.1.25rc126
Mar 31, 2021
0.1.25rc125
Mar 24, 2021
0.1.24
Mar 24, 2021
0.1.24rc123
Mar 11, 2021
0.1.24rc122
Mar 10, 2021
0.1.23
Feb 10, 2021
0.1.23rc121
Feb 10, 2021
0.1.23rc120
Feb 10, 2021
0.1.23rc119
Feb 08, 2021
0.1.23rc118
Feb 05, 2021
0.1.23rc117
Feb 05, 2021
0.1.23rc116
Feb 03, 2021
0.1.23rc115
Jan 29, 2021
0.1.23rc114
Jan 29, 2021
0.1.22
Dec 23, 2020
0.1.21
Nov 30, 2020
0.1.20
Nov 27, 2020
0.1.19
Aug 19, 2020
0.1.18
Jul 14, 2020
0.1.17
Jul 08, 2020
0.1.16
Jun 30, 2020
0.1.15
Jun 28, 2020
0.1.14
Jun 26, 2020
0.1.13
Jun 26, 2020
0.1.12
Jun 15, 2020
0.1.11
May 29, 2020
0.1.10
May 15, 2020
0.1.9.post2
Apr 27, 2020
0.1.9
Apr 21, 2020
0.1.8.post3
Apr 17, 2020
0.1.7.post3
Mar 16, 2020
0.1.7.post2
Mar 01, 2020
0.1.7.post1
Feb 29, 2020
0.1.7
Feb 28, 2020
0.1.6
Feb 28, 2020
0.1.5
Feb 24, 2020
0.1.4
Feb 10, 2020
0.1.3
Feb 05, 2020
0.1.2
Feb 01, 2020
0.1.1
Jan 30, 2020
