Jason Dou's repositories
CausalDiscoveryToolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
ClinicalTransformerRelationExtraction
A project for developing transformer-based models for clinical relation extraction
Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
Transformer-Explainability
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
AutoGL
An autoML framework & toolkit for machine learning on graphs.
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
bioverbnet
BioVerbNet: A large semantic-syntacticclassification of verbs in biomedicine
clairvoyance
Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
CVPR2021-Papers-with-Code
CVPR 2021 论文和开源项目合集
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
detr
End-to-End Object Detection with Transformers
disentanglement_lib
disentanglement_lib is an open-source library for research on learning disentangled representations.
graphml-tutorials
Tutorials for Machine Learning on Graphs
ml_med_imaging_failures
Failures in machine learning for medical imaging
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
SegLoss
A collection of loss functions for medical image segmentation
SimpleEMRSystem
The Simple EMR System is a rapidly deployable and readily customizable electronic medical record (EMR) user interface for supporting laboratory-based research studies of EMR design and usability.
SparseR-CNN
End-to-End Object Detection with Learnable Proposal, CVPR2021
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Swin-Transformer-Object-Detection
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.