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Port of OpenAI's Whisper model in C/C++
A collection of loss functions for medical image segmentation
Neuroimaging widgets for jupyter notebooks
dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017
PCAnet and different PCA methods, implemented with numpy. Including powerPCA, HebbianPCA, kernelPCA and PCAnet
A few notebooks about deep learning in pytorch
A game theoretic approach to explain the output of any machine learning model.
A collaboratively written review paper on deep learning, genomics, and precision medicine
Machine Learning for High Energy Physics.
Tutorials and implementations for "Self-normalizing networks"
Unsupervised Learning of Video Representations using LSTMs
Evaluation of detection performance, recall, and repeatability of detection proposal algorithms
2nd place solution to the Kaggle Right Whale challenge
Interactive, node-by-node debugging and visualization for TensorFlow
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 D…