Jiayuan Ding's repositories
Covid19-Clinical-Note-Classifications
This project aims to classify whether the patient is covid-19 based on clinical notes of patients' chest X-ray or CT images.
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
BERT_binary_text_classification
Accompanying code for the Medium article
CMU11785-Deep-Learning
Projects on AI topics like speech recognition, face recognition, and neural machine translation + Projects on engineering my own version of PyTorch libraries and optimization methods from scratch.
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
ECPE_task
Emotion cause pair extraction
FedML
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).
GNNPapers
Must-read papers on graph neural networks (GNN)
ICLR2020-OpenReviewData
Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
Introduction-to-Machine-Learning
This repos documents the notes and implementations of some ml algorithms with python in Course CMU-10-601 Intro to Machine Learning
JiayuanDing100.github.io
personal webpage
markdown-here
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
paper-reading
深度学习经典、新论文逐段精读
Parkinson-Progression-Prediction
Modeling Parkinson Disease Progression using PPMI dataset
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
TG-Reading-List
A text generation reading list maintained by Tsinghua Natural Language Processing Group.