AlexBinder
I code when I got some time for it besides teaching. Apologies for the half-way quality of the code.
Singapore, Singapore
Pinned Repositories
innvestigate
A toolbox to iNNvestigate neural networks' predictions!
032024_handson_xai_ws4beginner_code
innvestigate
A toolbox to iNNvestigate neural networks' predictions!
LRP_EfficientnetB0
LRP implementation for the pretrained efficientnet from LukeMelas (thx for training it!)
LRP_Pytorch_LSTM_etc
LRP_Pytorch_Resnets_Densenet
implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers coming up when canonizing densenets. uses custom backward. should work a GPU.
lrp_toolbox
The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.
shogun
The Shogun Machine Learning Toolbox (Source Code)
lrp_toolbox
The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.
AlexBinder's Repositories
AlexBinder/LRP_Pytorch_Resnets_Densenet
implements some LRP rules to get explanations for Resnets and Densenet-121, including batchnorm-Conv canonization and tensorbiased layers coming up when canonizing densenets. uses custom backward. should work a GPU.
AlexBinder/LRP_Pytorch_LSTM_etc
AlexBinder/innvestigate
A toolbox to iNNvestigate neural networks' predictions!
AlexBinder/032024_handson_xai_ws4beginner_code
AlexBinder/LRP_EfficientnetB0
LRP implementation for the pretrained efficientnet from LukeMelas (thx for training it!)
AlexBinder/lrp_toolbox
The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.
AlexBinder/shogun
The Shogun Machine Learning Toolbox (Source Code)