JiayuanDing100

Reading-Path-Generation

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.

Position-Bias

AirGNN-1

allennlp

An open-source NLP research library, built on PyTorch.

awesome-graph-papers-in-biology

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.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep_learning_for_single_cell_analysis

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

LFQbench

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

s2-gorc

Semantic Scholar GORC dataset https://arxiv.org/abs/1911.02782

scibert

A BERT model for scientific text.

SpaGCN

SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network

TG-Reading-List

A text generation reading list maintained by Tsinghua Natural Language Processing Group.

Tutorials

Code for all my tutorials