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https://github.com/jianlins/smartanno
https://github.com/jianlins/smartanno
Last synced: 9 days ago
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- Host: GitHub
- URL: https://github.com/jianlins/smartanno
- Owner: jianlins
- License: apache-2.0
- Created: 2018-03-10T03:04:54.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2020-06-21T21:28:52.000Z (over 4 years ago)
- Last Synced: 2024-11-07T21:52:04.338Z (13 days ago)
- Language: Python
- Size: 3.43 MB
- Stars: 1
- Watchers: 5
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# SmartAnno
SmartAnno is a semi-automatic annotation tool implemented within jupyter notebook.
It uses deep learning model in the backend to learn a smarter and smarter model over time while users annotating the data.
It also integrates word embedding, and UMLS synonym heuristics to improve learning rate.
## Installation
```bash
pip install smartanno
```
if you have older version installed, then you might want to try upgrade it:
```bash
pip install smartanno -U --no-cache-dir
```
## Quick Start
Within a jupyter notebook, add a python cell, type:
```python
from SmartAnno.gui.Main import Main
main=Main()
```
Then, create another python cell, type:
```python
main.start()
```
```python
main.workflow.steps
```
## A glimp of the annotation interface embedded in notebook
The following annimation shows annotating a sentence (whether a sentence is describing a disorder or not).
## A runnable Colab Notebook Demo
A Colab Notebook Demo is here:
https://colab.research.google.com/drive/1hKauV26CTreyzwsa-2eipLmSJxQo2SmB?usp=sharing
## Documentation
The full documentation can be found at [SmartAnno Github Page](https://jianlins.github.io/SmartAnno/)