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Search results for sparse lasso
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30 search results found
Mlquestions
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2,077
Machine Learning and Computer Vision Engineer - Technical Interview Questions
Celer
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177
Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.
Group Lasso
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79
Group Lasso implementation following the scikit-learn API
Spark Tfocs
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75
A Spark port of TFOCS: Templates for First-Order Conic Solvers (cvxr.com/tfocs)
Pylearn Parsimony
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45
Structured Machine Learning in Python
Sparse Ho
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37
Fast hyperparameter settings for non-smooth estimators:
Sparsegrouplasso
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30
Inpainting
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29
Image inpainting via dictionary learning and sparse representation.
Asgl
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26
A regression solver for linear and quantile regression models and lasso based penalizations'
Dal
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23
Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning
Sparsegdlibrary
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21
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
Sgcrfpy
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19
SGCRFpy: Sparse Gaussian Conditional Random Fields in Python
Groupyr
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19
groupyr: Sparse Group Lasso in Python
C Lasso
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17
c-lasso: a Python package for constrained sparse regression and classification
Ista_lasso
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15
Iterative Shrinkage Thresholding Algorithm (ISTA) for LASSO problem
Tf Sparse Fit
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14
A library implementing various linear sparse fitting techniques. Uses Tensorflow for running on GPU.
Sparse
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14
The effects of sparse and group-feature regression models in portfolio optimization.
Gapsafe_sgl
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12
GAP Safe Screening Rules for Sparse-Group Lasso.
Sparse Coding For Face Image Retrieval
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11
work in Advanced Topics in Multimedia Analysis and Indexing
Snpnet
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9
snpnet - Efficient Lasso Solver for Large-scale genetic variant data
Scca
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9
Sparse Canonical Correlation Analysis (sCCA)
Sparsevar
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8
R package for sparse VAR estimation
Buckshot
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8
An R interface to "shotgun", a parallel lasso and sparse logistic regression solver written in C++
Wisc_mvpa
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7
High Throughput Computing (HTC) workflow for Whole-brain Imaging with Sparse Correlations (WISC) MVPA
Sglfast
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7
R package for the sparse-group lasso problem with regularization parameter selection (iSGL)
Penreg
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7
An R package for estimation of various penalized regression models
Lasso_using_pgd
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6
A demo showing how proximal gradient descent and accelerated proximal gradient descent can solve LASSO formulation
Gsglmtl
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5
Group Guided Sparse Group Lasso Multi-task Learning code. We refer to the paper for details about the model and the optimization algorithms: Xiaoli Liu, Peng Cao, Jinzhu Yang, Dazhe Zhao, Osmar Zaiane. Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer’s Disease[C]. International Conference on Brain Informatics. Springer, Cham, 2017: 202-212. DOI=https://doi.org/10.1007/978-3-319-70772-3_19
Tree Structured Group Lasso
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5
Python Implementation of Proximal Methods for Hierarchical Sparse Coding
Sparsesvm
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5
Solution Paths of Sparse Linear Support Vector Machine with Lasso or ELastic-Net Regularization
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1-30 of 30 search results
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