kevinmtian's repositories
deep-histopath
A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge
3D-U-Net-Prostate-Segmentation
Implementation of the 3D U-Net model for segmentation of prostate structures
PocketFlow
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
mixup-cifar10
mixup: Beyond Empirical Risk Minimization
metal
Snorkel MeTaL: A framework for training models with multi-task weak supervision
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.
adversarial-examples-pytorch
Implementation of Papers on Adversarial Examples
deedsBCV
new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks
distill-bert
Knowledge Distillation from BERT
pytorch-retinanet
RetinaNet in PyTorch
turicreate
Turi Create simplifies the development of custom machine learning models.
flashlight
A C++ standalone library for training neural networks
wav2letter
Facebook AI Research Automatic Speech Recognition Toolkit
CrimeKgAssitant
Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.
QASystemOnMedicalKG
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
lung_nodule_detector
lung nodule detector using 3d resnet using focal loss
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
Patient2Vec
Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
C3D
C3D is a modified version of BVLC caffe to support 3D ConvNets.
InteractiveImageSegmentation
An interactive image segmentation tool for image segmentation labeling, which use GrabCut and implemented in OpenCV 3 and Python.
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
lottery-ticket-hypothesis
A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
snorkel
A system for quickly generating training data with weak supervision
OpenKE
An Open-Source Package for Knowledge Embedding (KE)
open-source-ios-apps
:iphone: Collaborative List of Open-Source iOS Apps
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
pygcn
Graph Convolutional Networks in PyTorch
VMZ
R(2+1)D and Mixed-Convolutions for Action Recognition.