Nan Wu's repositories
.dotfiles
My dotfiles backup on Github.
DAGAN
DAGAN: Data Augmentation Generative Adversarial Networks
DAGANs_on_mammogram
Class project for Deep Generative Models
darkscore
Visualize and compare dark score of multiple people
dspy
Stanford DSPy: The framework for programming with foundation models
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fairlearn
A Python package to assess and improve fairness of machine learning models.
generative_multitask_learning
This repository contains the code necessary to reproduce our paper "Generative multitask learning mitigates target-causing confounding" https://arxiv.org/abs/2202.04136.
gpt-web-notes
Ideas realized by coding with ChatGPT
Master-Template
Template and style files for ICLR
MIDLLatexTemplate
Latex template for the MIDL Conference
ML_heathcare
Recent studies showed that it is not to be overlooked that the disagreement between radiologists when it comes to their diagnosis of screening mammogram with BI-RADS. There are some factors, such as patient's age and breast density, well-recognized that influences the performance of screening mammography. In this project, we further include other factors and analysis the effect their effects, especially features related with radiologists, such as their years of experience. Furthermore, based on those information, machine learning models are trained to denoise the labels for biopsy unrelated exams.
MLProject_paraphrasing_legal_phrases
Machine Learning project
mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
models
Models built with TensorFlow
multimodal
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
OCT-Retinal-Layer-Segmenter
UNet based model that segment retina to 8 layers in OCT images
RadFM
The official code for "Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data".
reinforcementlearning
Homework or other related code for Deep RL
toolkit
A set of useful tools for DL experiments, project templates, etc.
vision
Datasets, Transforms and Models specific to Computer Vision
wgan_with_group_normalization
Deep learning project
wooginawunan.github.io
a simple jekyll theme
XDC
Self-Supervised Learning by Cross-Modal Audio-Video Clustering (NeurIPS 2020)