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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

command-line-tutorial

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

human-gene-function-prediction

This project is done in my Bioinformatics class for predicting human gene annotation from human gene cancer cell lines.

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

mimiccxr-dev

Some Attempts on Learning Good Representation from MIMIC-CXR Dataset (under dev)

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.

robustness-of-deep-learning-in-mri-reconstruction

A project trying to improve robustness of deep learning model on medical images

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