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.dotfiles

My dotfiles backup on Github.

big-data-project

breast_data_loader

casme

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

gsdesign_chat

h2g-net

🚀 H2G-Net: Segmentation of breast cancer region from whole slide images

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

multi_modal_uncertainty

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

nyc_collision_analysis

Final Project 1007

nyccollisions

TermProject for Introduction to Date Science

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

test_dspy

toolkit

A set of useful tools for DL experiments, project templates, etc.

txtnets

A convolutional neural network library for NLP.