junliangma's repositories
CIFAR-100-CNN-Feature-Data
CIFAR 100 feature data extracted from a VGG16 pre-trained on ImageNet.
Large-Graph-Construction-for-Scalable-Semi-Supervised-Learning-GRAPHSML-Project-MVA
Project for the course GRAPHSML of the MVA master's degree. Based on the paper Large Graph Construction for Scalable Semi-Supervised Learning by Wei Liu, Junfeng He Shih-Fu chang.
MachineLearningNotes
My personal notes
TPN-pytorch
Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.
Approximate-Manifold-Regularization-Scalable-Algorithm-and-Generalization-Analysis
Experiement in paper "Approximate Manifold Regularization: Scalable Algorithm and Generalization Analysis"
Efficient-SSL
Implementation for IGCN and GLP model in our paper "Label Efficient Semi-Supervised Learning via Graph Filtering."
GCN-PyTorch
Graph Convolution Network for PyTorch
GraphLearning-1
Python package for graph-based clustering and semi-supervised learning
LevelSet-ShapePrior-DeepLearning
Open codes for paper "Level Set based Shape Prior and Deep Learning for Image Segmentation"
machinelearning-1
My blogs and code for machine learning. http://cnblogs.com/pinard
manifold_ssl
Semi-supervised learning algorithms based on manifold graph structure
mdcgen-matlab
Generator of synthetic n-dimensional datasets for clustering
OnlinePythonTutor
Learn Python by executing code online and visualizing data structures
PlotNeuralNet
Latex code for making neural networks diagrams
Python-100-Days
Python - 100天从新手到大师
pytorch-deform-conv
PyTorch implementation of Deformable Convolution
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
semi-supervised-learning
Implementation of graph-based semi-supervised algorithms