kevinmtian's repositories
covasim_webapp
Webapp for Covasim
DeepIE
DeepIE: Deep Learning for Information Extraction
e2dhipseg
This contains official implementation for Extended 2D Volumetric Consensus Hippocampus Segmentation
fft-conv-pytorch
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
GNN_for_EHR
Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"
group-lasso
Group Lasso implementation following the scikit-learn API
human-pose-estimation.pytorch
The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"
Imbalance-XGBoost
XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions
imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
ITK
Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.
Magic-NLPer
关于机器学习，深度学习，自然语言处理等各种算法的实现、示例，与博客文章配套，论文复现等
mammoth
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Multimodal-Transformer
[ACL'19] [PyTorch] Multimodal Transformer
NSQIP
Code accompanying the paper "Deep Learning in Surgery - Assessing The Utility of Deep Neural Networks in Predicting Postoperative Surgical Complications: A Retrospective Study"
P_Net_Anomaly_Detection
This is the implementation of our paper in ECCV 2020.
PCA-Net
Progressive Co-Attention Network for Fine-Grained Visual Classification
pkuseg-python
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
Py_Fast-Quadric-Mesh-Simplification
Mesh triangle reduction using quadrics
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
pytorch-crf
(Linear-chain) Conditional random field in PyTorch.
pytorch-grad-cam
PyTorch implementation of Grad-CAM
resnet1d
PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
SimpleITK
SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.
space_time_pde
MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution
sru
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
torch-dct
DCT (discrete cosine transform) functions for pytorch
verse
Everything about the 'Large Scale Vertebrae Segmentation Challenge' @ MICCAI 2019-2020