Alternatives and similar repositories for SparseGroupLasso

Users that are interested in SparseGroupLasso are comparing it to the libraries listed below

• EugeneNdiaye / GAPSAFE_SGL
  GAP Safe Screening Rules for Sparse-Group Lasso.
  ☆15Updated 6 years ago
• AnchorBlues / GroupLasso
  Group Lasso package for Python.
  ☆15Updated last year
• jiayuzhou / SLEP
  Sparse Learning via Efficient Projection (mirror copy of latest version in http://www.yelab.net/software/SLEP/)
  ☆22Updated 9 years ago
• hichamjanati / mutar
  Multi-task regression in Python
  ☆25Updated 4 years ago
• minatosato / Lasso
  This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).
  ☆70Updated 4 months ago
• yngvem / group-lasso
  Group Lasso implementation following the scikit-learn API
  ☆106Updated last year
• Mamba413 / Ball
  Statistical Inference and Sure Independence Screening via Ball Statistics
  ☆32Updated 6 months ago
• jayanthkoushik / torch-gel
  Group elastic net implementation in PyTorch.
  ☆45Updated 4 years ago
• fabianp / group_lasso
  ☆39Updated 12 years ago
• jasonge27 / picasso
  Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty
  ☆76Updated 3 years ago
• erichson / spca
  Sparse Principal Component Analysis (SPCA) using Variable Projection
  ☆68Updated 7 years ago
• ryantibs / genlasso
  Path algorithm for generalized lasso problems
  ☆32Updated 2 years ago
• XiaoouPan / adaHuber
  Tuning-Free Huber Regression
  ☆15Updated 3 years ago
• pierreablin / faster-ica
  Several maximum likelihood ICA algorithms, including Picard
  ☆22Updated 7 years ago
• nrdg / groupyr
  groupyr: Sparse Group Lasso in Python
  ☆22Updated 8 months ago
• neurodata / SPORF
  This is the implementation of Sparse Projection Oblique Randomer Forest
  ☆98Updated last year
• alexandrehuat / gflsegpy
  gflsegpy: A Python 3 implementation of the group fused Lasso for multiple change-point detection (Bleakley and Vert, 2011)
  ☆14Updated 6 years ago
• FrankD / fuser
  Fused lasso for high-dimensional regression over groups
  ☆10Updated 6 years ago
• rflamary / nonconvex-optimization
  Matlab/Octave toolbox for nonconvex optimization
  ☆50Updated 8 years ago
• AsaCooperStickland / Spike_And_Slab
  Implementation of Gibbs sampling for spike and slab priors
  ☆18Updated 8 years ago
• bertini36 / GMM
  Variational Inference in Gaussian Mixture Model
  ☆59Updated 4 years ago
• davidhallac / NetworkLasso
  ☆22Updated 9 years ago
• LifangHe / NeurIPS18_SURF
  Boosted Sparse and Low-Rank Tensor Regression
  ☆12Updated 6 years ago
• Leo-Simpson / c-lasso
  c-lasso: a Python package for constrained sparse regression and classification
  ☆32Updated 4 years ago
• alvaromc317 / asgl
  A regression solver for high dimensional penalized linear, quantile and logistic regression models'
  ☆86Updated 3 weeks ago
• BayerSe / l1qr
  Lasso Quantile Regression
  ☆31Updated 5 years ago
• nnikolaou / Cost-sensitive-Boosting-Tutorial
  Tutorial on cost-sensitive boosting and calibrated AdaMEC.
  ☆26Updated 8 years ago
• yuachen / CausalDA
  Code to reproduce the numerical experiments in the paper Domain adaptation under structural causal models by Yuansi Chen and Peter Bühlma…
  ☆18Updated 3 years ago
• lockEF / MultiwayRegression
  Perform tensor-on-tensor regression
  ☆20Updated 5 years ago
• oxcsml / kerpy
  python code for kernel methods
  ☆38Updated 6 years ago