Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: subspace-learning
LLNL/libROM
Model reduction library with an emphasis on large scale parallelism and linear subspace methods
Language: C++ - Size: 54.3 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 189 - Forks: 35
andrewssobral/lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
Language: MATLAB - Size: 61.8 MB - Last synced: 8 days ago - Pushed: about 1 year ago - Stars: 817 - Forks: 376
ma-ath/subspyces
Subspaces in Python!
Language: Python - Size: 800 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1 - Forks: 0
DTUComputeStatisticsAndDataAnalysis/MBPLS
(Multiblock) Partial Least Squares Regression for Python
Language: Python - Size: 16.6 MB - Last synced: 18 days ago - Pushed: over 4 years ago - Stars: 28 - Forks: 8
andrewssobral/imtsl
IMTSL - Incremental and Multi-feature Tensor Subspace Learning
Language: MATLAB - Size: 799 KB - Last synced: 8 days ago - Pushed: about 3 years ago - Stars: 34 - Forks: 28
feyzaakyurek/subspace-reg
Code for the ICLR2022 paper on Subspace Regularization for few-shot class incremental image classification
Language: Python - Size: 66.6 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 24 - Forks: 2
fahadsohrab/essvdd
Ellipsoidal Subspace Support Vector Data Description
Language: MATLAB - Size: 307 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 3
fahadsohrab/mssvdd
Multimodal Subspace Support Vector Data Description
Language: MATLAB - Size: 283 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 5 - Forks: 3
fahadsohrab/ssvdd
Subspace Support Vector Data Description
Language: MATLAB - Size: 315 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 2
haeriamin/Subspace-Graph-Physics
Subspace Graph Physics
Language: Python - Size: 340 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 8 - Forks: 5
taozh2017/DSS-MSC
Dual Shared-Specific Multiview Subspace Clustering
Language: MATLAB - Size: 568 KB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 7 - Forks: 3
praneethmurthy/distributed-pca
MATLAB implementation of "Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data", IEEE Transactions on Signal Processing, Jun 2022.
Language: MATLAB - Size: 133 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 4
praneethmurthy/NORST
MATLAB implementation of "Nearly Optimal Robust Subspace Tracking", ICML 2018. Longer version to appear in IEEE Journal of Selected Areas in Information Theory, 2020.
Language: MATLAB - Size: 75.2 KB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 8 - Forks: 4
adigasu/Dynamic_subspace_learners
A novel dynamic learning strategy that overcomes the empirical search of an optimal number of subspace learners in multiple metric learners.
Language: Python - Size: 903 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0
Js2Hou/Subspace-Regression-based-Face-Recognition
We implement some sparse representation based face recognition algorithms here, including LRC, SRC, CRC, ESRC and etc.
Language: Jupyter Notebook - Size: 32.5 MB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 2
kisungyou/Rdimtools
Dimension Reduction and Estimation Methods
Language: R - Size: 90.4 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 42 - Forks: 10
andylamp/moses
Streaming, Memory-Limited, r-truncated SVD Revisited!
Language: MATLAB - Size: 4.5 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 19 - Forks: 1
guanyuelee/PmSFC
We use self-expressive layer to learn the affinity matrix of the hidden space of a generator, and we found subspace in GAN. Also we propsed a subspace-based high-fidelity GAN inversion model.
Language: Python - Size: 76.7 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 5 - Forks: 0
flatironinstitute/online_psp_matlab
Benchmark of online PCA algorithms
Language: Matlab - Size: 52 MB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 20 - Forks: 6
hiroyuki-kasai/OLSTEC
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
Language: MATLAB - Size: 46.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 30 - Forks: 12
bghojogh/Prototype-Selection-Matrix-Decomposition
The code for prototype selection and instance ranking using matrix decomposition and subspace learning
Language: Python - Size: 23.4 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0
thanhtbt/RST
[IEEE TSP 2021] “Robust Subspace Tracking with Missing Data and Outliers: Novel Algorithm with Convergence Guarantee”. IEEE Transactions on Signal Processing, 2021.
Language: MATLAB - Size: 5.83 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 10 - Forks: 3
neelabhro/Subspace-Learning-for-Person-Re-identification
We propose a global and local feature transformation method for PRID. The global feature transformation matrix projects the data from different cameras to a common space. We further hypothesize that a latent basis matrix can be learnt in this space which represents the shared structure between different cameras using matrix factorization.
Language: MATLAB - Size: 24.8 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 1
liaopeiyuan/Subspace-Learning
models/scripts for subspace learning written in MATLAB (2018 Yau Award CS Bronze)
Language: MATLAB - Size: 1.1 GB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 5 - Forks: 3