Stars
LightGlue: Local Feature Matching at Light Speed (ICCV 2023)
Autoencoder and t-SNE dim-reduction to visualize the MNIST dataset (and others)
C++ implementation of the Python Numpy library
Fast AutoAugment, similar to official release but easier to run
Medical Image Segmentation (Spine Bone Segmentation with limited paired data)
[Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting the prediction score using dataset augmentation.
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Awesome GAN for Medical Imaging
Computes the Bhattacharyya distance for feature selection in machine learning.
Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"
Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606
Comparison of the Stochastic Neighbor Embedding(SNE) and the t-distributed SNE algorithms
A tiny language, a subset of Haskell aimed at aiding teachers teach Haskell
Data science common method for python
diffGrad: An Optimization Method for Convolutional Neural Networks
Public repository for the paper "Learning Sound Event Classifiers from Web Audio with Noisy Labels"
exercises from Machine Learning bootcamp course