https://github.com/muellerzr/fastinference

A collection of inference modules for fastai2
https://github.com/muellerzr/fastinference

Last synced: 2 days ago
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A collection of inference modules for fastai2

• Host: GitHub
• URL: https://github.com/muellerzr/fastinference
• Owner: muellerzr
• License: apache-2.0
• Created: 2020-06-07T14:29:01.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-10-06T13:47:41.000Z (over 2 years ago)
• Last Synced: 2024-12-27T12:07:35.806Z (10 days ago)
• Language: Jupyter Notebook
• Homepage: https://muellerzr.github.io/fastinference
• Size: 3.96 MB
• Stars: 90
• Watchers: 2
• Forks: 16
• Open Issues: 9
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-fastai - fastinference - a collection of inference modules for fastai2 (Libraries / Fastai extensions)

README

        
# 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 Importance

* `pip install fastinference[onnx-cpu]` - ONNX for a CPU environment

* `pip 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)