COMP 551: Applied Machine Learning
This repository serves for the final assignment of Joelle Pineau's ML course at McGill University, Winter 2017.
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
Dependencies
Modules
- tensorflow (1.0.0-rc2)
- lime (latest build)
- numpy (1.12.1)
- scikit-image (0.13.0)
TensorFlow Models
Within the project, run:
$ git clone https://github.com/tensorflow/models
To download weights for pretrained ConvNets (e.g. Inception v3), run:
$ cd models/slim
$ mkdir pretrained && cd $_
$ wget http://download.tensorflow.org/models/inception_v3_2016_08_28.tar.gz
$ tar -xvf inception_v3_2016_08_28.tar.gz
$ rm inception_v3_2016_08_28.tar.gz
Other pretrained models are available here.