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-0.0.13.tar.gz
(583.2 kB
view details)
Built Distribution
File details
Details for the file activetigger-0.0.13.tar.gz.
File metadata
- Download URL: activetigger-0.0.13.tar.gz
- Upload date:
- Size: 583.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: python-requests/2.31.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 14dad51f5a1f8c2e08b7b041edac54b6459eff673dd8aa8c380d0f3f6026a554 |
|
| MD5 | 965acf6649e418374c562700f43bce91 |
|
| BLAKE2b-256 | f9b01077240337f7f2069e34767eb71017beca0a185273b1617daa9161ea3d86 |
File details
Details for the file activetigger-0.0.13-py2.py3-none-any.whl.
File metadata
- Download URL: activetigger-0.0.13-py2.py3-none-any.whl
- Upload date:
- Size: 581.4 kB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: python-requests/2.31.0
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | ae3631e707e0dd56a9c215b81c4eb38f529a3bdfb72c22dc0a6c43c3d8c5fc4b |
|
| MD5 | 65b5e649175faf328963cec6a22563dc |
|
| BLAKE2b-256 | 5876ca7c0dc4cb09e1e296657cd5109ecdf5d83f026c291ddbb37d4f5f1014b6 |
