Awesome
fastinference
A collection of inference modules for fastai including inference speedup and interpretability
Install
pip install fastinference
There are submodules available as well via:
pip install fastinference[interp]
- Interpretability modules such as SHAP and Feature Importancepip install fastinference[onnx-cpu]
- ONNX for a CPU environmentpip install fastinference[onnx-gpu]
- ONNX for a GPU environment
Wonderful Contributors:
(Using both their fastai
handles as well as their GitHub handles if possible):
- Pavel (Pak)