ActiveTigger in Python
Project description
(py) Active Tigger
🚧 Under development 🚧
Server/client BERT fine tunning app using active learning
Python refactoring of R Shiny ActiveTigger app (Julien Boelaert & Etienne Ollion)
Installation
You can install activetigger
via pip:
pip install activetigger
And install the requirements with
pip install -r requirements.txt
Use
To launch the server
python -m activetigger
To use the widget in the widget
module, you can do the following:
from activetigger import widget
at = widget.Widget()
Technical specifications
- REST-like client/server architecture
- Mixed data storage : sqlite + files
- Backend Python
- FastAPI
- independant Processes to CPU-bound tasts (embeddings/bertmodels)
- Frontend
- IPython widget
- To do : Javascript (React ? Vue ?)
Project details
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
activetigger-0.0.8.tar.gz
(581.5 kB
view hashes)
Built Distribution
Close
Hashes for activetigger-0.0.8-py2.py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 784e33dfe2cdb2f7166e4aa298667446d0b28dbcba524b2d9e412f4744e2166b |
|
MD5 | 9f03db54eef692035c2627df8786d556 |
|
BLAKE2b-256 | 35b2bc7a067846db810b405266dd7cd2ac9d614c7c6de70553ed8975af9dc514 |