Pinned Repositories
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
cr1-nmf
diffusion_maps
Matlab implementation of Diffusion Maps
Dominant-Set-Clustering
TPAMI07- 'Dominant Sets and Pairwise Clustering'
Graph-Multi-NMF-Feature-Clustering
Feature Extraction via Multi-view Non-negative Matrix Factorization with Local Graph Regularization.
Hawkes-Process-Toolkit
A Toolbox of Hawkes-Processes
Image-Inverse-Problems-Algorithms
Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group Sparse signal denoising and Majorization-Minimization optimization based image/signal processing
LibADMM
MachineFaultDiagnosisToolbox
Sketched-NMF
Distributed Sketched NMF
YW81's Repositories
YW81/advanced-computing-2018
Material for a course on applied machine-learning for scientists. Taught at EPFL in spring 2018.
YW81/AdversarialAutoEncoder
Adversarial AutoEncoder implemented with MXNet
YW81/AROPE
This is a sample implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).
YW81/brainparts
NMF Code for calculating components from Brain imaging data.
YW81/CA-LBFL
Context-Aware Local Binary Feature Learning for Face Recognition
YW81/composite_regularizers
Accelerated optimization for composite regularizers
YW81/diffusion-retrieval
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations
YW81/EEG-Datasets
A list of all public EEG-datasets
YW81/Export_Fig_Matlab
Exporting Publication Quality Figures-Matlab
YW81/Fair-PCA
Code of Fair PCA algorithm introduced in the paper "The Price of Fair PCA: One Extra Dimension"
YW81/GenLouvain-CommDet
A Generalized Louvain Method for Community Detection
YW81/Graph-Convolutional-MF
Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction
YW81/HOPE
This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).
YW81/ICCV17-Convolution-Sparse-Coding
ICCV17 Consensus Convolutional Sparse Coding
YW81/ICML15-MTL
ICML15-Convex Learning of Multiple Tasks and their Structure.
YW81/Learning-the-kernel-hyperparameters
Learning the kernel hyperparameters
YW81/lens_nmf-matlab
YW81/ManifoldNMF
convex (Euclidean) and manifold convex tools for performing non-negative matrix factorization
YW81/motor-image
motor image for EEG
YW81/Multi-task-Sparse-Structure-Learning
Multi-task Sparse Structure Learning method in Python
YW81/multi_task_feature_learning
Multi-task feature learning
YW81/NIPS06-CGSSL
Combining Graph Laplacians for Semi-Supervised Learning
YW81/nnf-matlab
Neural Network Framework (Matlab)
YW81/pMMF
The pMMF Multiresolution Matrix Factorization Library
YW81/pyGMCALab
YW81/QR-spectral-clustering
Multi-way Spectral Clustering
YW81/SVM-hyperbolic-space
MATLAB implementation of linear support vector classification in hyperbolic space
YW81/TIMERS
This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).
YW81/wmsketch
Sketching linear classifiers over data streams with the Weight-Median Sketch (SIGMOD 2018).
YW81/Zero-shot-learning-journal