A Deep Learning ToolKit
This project is WIP.
Install
pip install dlk
or
git clong this repo and do
python setup.py install
What is this project do?
Provide a templete for deep learning (especially for nlp) training and deploy.
Provide parameters search.
Provide basic architecture search.
Provide some basic modules and models.
Provide reuse the pretrained model for predict.
More Feature is Comming
- Generate models.
- Distill structure.
- Computer vision support.
-
Online service
- Provide a web server for online predict.
-
One
optimizer
different para groups use differentscheduler
s. diff_schedule -
Support LightGBM, it's maybe not necessary? Will split to another package.
- Make most modules like CRF to be scriptable
-
Add UnitTest
- Parser
- Tokenizer
- Config
- Link