NoTody's repositories
Human-Gene-Function-Prediction
This project is done in my Bioinformatics class for predicting human gene annotation from human gene cancer cell lines.
MIMICCXR-Dev
Some Attempts on Learning Good Representation from MIMIC-CXR Dataset (under dev)
Robustness-of-Deep-Learning-in-MRI-Reconstruction
A project trying to improve robustness of deep learning model on medical images
2020-Wells-Fargo-Data-Analytic-Competition-Solution
Grand Finalist Solution for 2020 Wells Fargo Data Analytic Competition.
Adversarial-Robustness-via-Enforcing-1-Lipschitz-Function
Project for NYU Foundations of Machine Learning CSCI-GA 2566: Against Adversarial examples generated by AutoAttack from CIFAR-10 with Linf and radius 8/255
CKA-similarity
An Numpy and PyTorch Implementation of CKA-similarity with CUDA support
CT-Scan-Preprocess
This repo gives an example of the general pipeline for preprocessing CT scan
hi-ml
HI-ML toolbox for deep learning for medical imaging and Azure integration
Machine-Learning-from-Scratch
This repository is my personal implementations of some common Machine Learning Algorithms and Concepts. All implementations are tested to be able to realize scikit-learn/pytorch results.
MCDM
Bayesian Machine Learning Project: Monte Carlo Diffusion Models
MONAI
AI Toolkit for Healthcare Imaging
pytorch-Deep-Learning
Deep Learning (with PyTorch)
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Temporal-MIMIC
A multi-modal time-series dataset created from MIMIC.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
VQA-Med-2019
Visual Question Answering in the Medical Domain VQA-Med 2019