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 ?)
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-0.0.6.tar.gz
(581.4 kB
view details)
Built Distribution
File details
Details for the file activetigger-0.0.6.tar.gz.
File metadata
- Download URL: activetigger-0.0.6.tar.gz
- Upload date:
- Size: 581.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: python-requests/2.31.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | c0e6b05b2bf13b17c9595fbadd8f7ef9a6bfdff2ac656b6e86aa400093f90e26 |
|
| MD5 | 4ec5bb51047c38fd2b76c70da846e0b2 |
|
| BLAKE2b-256 | 9c653324f9df9a1e00a5fc6641f7aa28e604de01a7288e1dc678cdaeaf68262d |
File details
Details for the file activetigger-0.0.6-py2.py3-none-any.whl.
File metadata
- Download URL: activetigger-0.0.6-py2.py3-none-any.whl
- Upload date:
- Size: 38.9 kB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: python-requests/2.31.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 56087d745b145868a08ecbddb3ff65faa64c1746d09ea2189aa613e2305486f7 |
|
| MD5 | 9616eb44647893459564e0d018514f9b |
|
| BLAKE2b-256 | 39e5d428176613e921867aa14e32d4b5b436d755f1866947245196c2d3432354 |
