:speedboat: Never spend O(n) to annotate data again. Fun and precision come free.
We paint a picture with a set of brushes, not pixel after pixel.
So why label a dataset piece by piece?
Hovermakes data annotation blazing fast especially for engineers. You get:
A bird's-eye view: plot your dataset in 2D with tooltips
Seamless switch between speed and precision
Facilitation of common supervision techniques
Check out @phurwicz/hover-binder for a complete list of demo apps.
hoverwithout installing anything!
Option 1: notebook-like tutorials
- Explore and run the starter code examples.
Option 2: skip the code & jump into the
- This is the "label-it-all" demo above.
OS: tested on Mac & Linux
To get the latest release version, you can use
pip install hover
Feel free to open an issue if you would like
hoverwould not exist without linked plots and callbacks, or be nearly as good without embeddable server apps.
hoverwith the community even when it was really green.
hoverfrustrating and want it fixed!
./requirements-dev.txtlists recommended packages for developers.