rteammco / spherical-k-means
Spherical k-means implementation in Matlab and C++ (with multithreading). The spherical k-means algorithm is used to automatically group text documents into a set of k clusters. Machine learning, data mining.
☆27Updated 9 years ago
Related projects ⓘ
Alternatives and complementary repositories for spherical-k-means
- Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…☆17Updated 7 years ago
- Robust PCA in Python☆37Updated 11 years ago
- Progressive Multigrid Eigensolver for Multiscale Angular Embedding Problems☆18Updated 8 years ago
- Soft Decision Trees (code for ICPR 21 paper)☆30Updated 10 years ago
- Robust and scalable PCA using Grassmann averages, in C++ with Matlab bindings☆29Updated 6 years ago
- A library for hypergraphs and hypergraph algorithms☆28Updated 9 years ago
- A CUDA implementation of non-negative matrix factorization for GPUs.☆35Updated 6 years ago
- Content Addressable Memory using dimensionality reduction☆12Updated 7 years ago
- MCMC for the Dark Energy Spectroscopic Instrument☆13Updated 8 years ago
- A matlab toolbox to perform Wasserstein Dictionary Learning or NMF☆31Updated 8 years ago
- CNNs for pixel-by-pixel prediction on satellite imagery☆21Updated 8 years ago
- Convolutional Deep Belief Network (Honglak Lee's ICML paper)☆23Updated 8 years ago
- Performance comparison of the MRPT algorithm to other approximate nearest neighbor search libraries☆27Updated 6 years ago
- Robust Prinicipal Components in Python☆62Updated 5 years ago
- An Implementation of 'Texture Synthesis Using Convolutional Neural Networks' with Kylberg Texture Dataset☆33Updated 7 years ago
- 3d reconstruction of objects from data in the DB☆15Updated 7 years ago
- IMTSL - Incremental and Multi-feature Tensor Subspace Learning☆34Updated 3 years ago
- ☆15Updated 7 years ago
- Neighborhood Components Analysis in C++☆38Updated 14 years ago
- Very accessible code for my MSc thesis. Inexpensive quantization method for ANN search also known as Enhanced Residual VQ.☆14Updated 4 years ago
- Exercises for the semi-supervised summer school https://semisupervised-learning.compute.dtu.dk.☆9Updated 8 years ago
- Visualizes gradient descent techniques on functions of two variables f(x, y): Stochastic Gradient Descent, Momentum, Nesterov's Accelerat…☆13Updated 7 years ago
- Code for our paper "CliqueCNN: Deep Unsupervised Exemplar Learning" https://arxiv.org/abs/1608.08792☆23Updated 7 years ago
- Code related to the paper "Boundary-Aware Superpixel Segmentation", sent to ICPR 2016.☆27Updated 5 years ago
- One-Class SVM implementations for temporal segmentation of human activities☆53Updated 10 years ago
- Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code☆23Updated 5 years ago
- MATLAB Implementation of inpainting Algorithm by A. Criminisi (2004)☆27Updated 6 years ago
- Fast high-dimensional exact KNN search.☆18Updated 7 years ago
- Torch7 bindings for cuda-convnet2 kernels!☆40Updated 8 years ago
- Easing non-convex optimization with neural networks.☆22Updated 6 years ago