lasso

There are 0 repository under lasso topic.

vouch / vouch-proxy
an SSO and OAuth / OIDC login solution for Nginx using the auth_request module
nginx nginx-proxy sso oauth2 jwt lasso sso-login sso-solution authentication golang
Language:Go 3183
osqp / osqp
The Operator Splitting QP Solver
control convex-optimization lasso machine-learning model-predictive-control numerical-optimization optimization portfolio-optimization quadratic-programming solver svm
Language:C 1990
h2oai / h2o4gpu
H2Oai GPU Edition
gpu glm python cuda c-plus-plus cpu lasso elastic-net svd pca rstats r machine-learning fedramp
Language:C++ 471
Quantco / glum
High performance Python GLMs with all the features!
elastic-net gamma glm lasso logit poisson ridge tweedie
Language:Python 361
Gobidev / voicemeeter-auto-affinity
Automatically sets the affinity of "audiodg.exe" to only one core on computer start to fix the crackling noises that can occur in VoiceMeeter.
voicemeeter audiodg-exe audiodg voicemeeter-banana crackling lasso process-lasso hacktoberfest
Language:Batchfile 325
glm-tools / pyglmnet
Python implementation of elastic-net regularized generalized linear models
glm machine-learning elastic-net data-science python lasso
Language:Python 285
VITA-Group / Open-L2O
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
convex-optimization lasso learning-to-learn learning-to-optimize meta-learning neural-networks nonconvex-optimization
Language:C++ 284
civisanalytics / python-glmnet
A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.
elasticnet glm glmnet lasso python r
Language:Python 267
dlab-berkeley / Machine-Learning-in-R
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
machine-learning dlab-berkeley tutorial random-forest superlearner decision-trees xgboost lasso pca cluster
Language:CSS 192
MBKraus / Predicting_real_estate_prices_using_scikit-learn
Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)
amsterdam decision-trees ensemble-learning knn knn-regression lasso lasso-regression machine-learning mlp-regressor multi-layer-perceptron neural-network ols polynomial polynomial-regression predicting-housing-prices python random-forest real-estate ridge-regression xgboost
Language:Python 170
JuliaStats / Lasso.jl
Lasso/Elastic Net linear and generalized linear models
lasso julia regularized-linear-regression l1
Language:Julia 145
JeffFessler / MIRT.jl
MIRT: Michigan Image Reconstruction Toolbox (Julia version)
image-reconstruction julia tomography mri inverse-problems nufft sinogram k-space lasso sparse-coding optimization-algorithms mirt
Language:Julia 116
pbreheny / biglasso
biglasso: Extending Lasso Model Fitting to Big Data in R
bigdata lasso out-of-core parallel-computing r
Language:C++ 114
carnotresearch / cr-sparse
Functional models and algorithms for sparse signal processing
sparse-representations jax wavelets convex-optimization linear-operators compressive-sensing functional-programming l1-regularization sparse-linear-systems lasso sparse-bayesian-learning basis-pursuit
Language:Jupyter Notebook 95
jack-willturner / batchnorm-pruning
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
sgd pruning deep-learning batchnorm lasso
Language:Python 72
models-by-example
m-clark / models-by-example
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
algorithms bayesian maximum-likelihood-estimation linear-regression logistic-regression neural-network zero-inflated mixed-models hamiltonian-monte-carlo lasso ridge-regression penalized-regression gradient-descent splines rkhs pca cox-model expectation-maximization machine-learning gaussian-processes
Language:R 72
minatosato / Lasso
This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).
coordinate-descent lars lasso least-angle-regression
Language:Python 70
rfeinman / pytorch-lasso
L1-regularized least squares with PyTorch
lasso sparse-coding dictionary-learning pytorch l1-regularization least-squares
Language:Python 69
hiroyuki-kasai / GDLibrary
Matlab library for gradient descent algorithms: Version 1.0.1
optimization optimization-algorithms machine-learning machine-learning-algorithms big-data gradient-descent gradient logistic-regression newton linear-regression svm lasso matrix-completion rosenbrock-problem softmax-regression multinomial-regression statistical-learning classification
Language:MATLAB 67
hongooi73 / glmnetUtils
Utilities for glmnet
r glmnet cross-validation lasso regression-models
Language:R 65
fangvv / LassoADMM
Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"
admm ai edge-comupting federated-learning internet-of-things lasso machine-learning-algorithms matlab regression
Language:MATLAB 61
sustainable-computing / dist_grid_identification
A simulation framework for topology identification and model parameter estimation in power distribution grids: https://ieeexplore.ieee.org/document/8601410
identification cvx opendss power-distribution-system lasso
Language:MATLAB 56
hiroyuki-kasai / SparseGDLibrary
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
optimization optimization-algorithms machine-learning-algorithms machine-learning big-data gradient-descent sparse-linear-solver sparse-regression lasso-regression lasso elasticnet solver algorithms admm proximal-algorithms proximal-operators logistic-regression matrix-completion coordinate-descent support-vector-machines
Language:MATLAB 55
JamesYang007 / adelie
A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.
convex-optimization coordinate-descent cpp17 elastic glm group lasso net proximal python310 python311 python312 python39
Language:C++ 55
NicolasBizzozzero / Inpainting
Image inpainting via dictionary learning and sparse representation.
inpainting machine-learning inpaint inpainting-methods dictionary-learning lasso image-inpainting paper-implementations
Language:Python 51
gianlucatruda / quantified-sleep
Quantified Sleep: Machine learning techniques for observational n-of-1 studies.
quantified-self machine-learning data-science imputation missing-data time-series prediction biohacking sleep oura-ring rescuetime lasso observational-studies interpretable-machine-learning explainable-ai
Language:Jupyter Notebook 48
lx10077 / Lasso
Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic gradient descent variants.
convex-optimization gradient lasso
Language:Python 47
jayanthkoushik / torch-gel
Group elastic net implementation in PyTorch.
elasticnet lasso python pytorch
Language:Python 46
michaelsboost / TouchDrawer
A free and open source vector drawing tool for mobile.
mobile touch draw drawing fabricjs fabric js javascript phone tablet vector svg fill lasso tool tools
Language:JavaScript 35
akcyp / react-lasso-select
React lasso tool for selecting area on images
reactjs lasso free-select image
Language:TypeScript 31
BayerSe / l1qr
Lasso Quantile Regression
lasso value-at-risk quantile-regression
Language:Python 31
ailzy / RISKIM
Assets' Risk Management Using Mean-Variance Opt Based On Mult-Factors Trending Prediction
funds risk-management lasso mean-variance-optimization ta-lib quantitative-finance machine-learning
Language:Jupyter Notebook 30
jaredhuling / oem
Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm
variable-selection cran r-package machine-learning penalized-regression lasso group-lasso oem oem-algorithm mcp scad
Language:C++ 27
akcyp / strapi-plugin-point-list
Strapi CMS plugin that provides point list field for selecting areas on images
strapi plugin react lasso selec-area
Language:TypeScript 24
doccstat / fastcpd
Fast Change Point Detection in R
change-point-detection r statistics time-series custom-function gradient-descent lasso linear-regression logistic-regression offline pelt penalized-regression poisson-regression quasi-newton r-package warm-start cpp pypi-package python python3
Language:C++ 24
docnok / detection-estimation-learning
Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.
detection estimation-theory machine-learning python python-notebook jupyter-notebook teaching-materials estimation regression kalman-filter hypothesis-testing signal-processing ridge-regression lasso lasso-regression tikhonov-regularization maximum-likelihood
Language:Jupyter Notebook 23

lasso

vouch / vouch-proxy

osqp / osqp

h2oai / h2o4gpu

Quantco / glum

Gobidev / voicemeeter-auto-affinity

glm-tools / pyglmnet

VITA-Group / Open-L2O

civisanalytics / python-glmnet

dlab-berkeley / Machine-Learning-in-R

MBKraus / Predicting_real_estate_prices_using_scikit-learn

JuliaStats / Lasso.jl

JeffFessler / MIRT.jl

pbreheny / biglasso

carnotresearch / cr-sparse

jack-willturner / batchnorm-pruning

m-clark / models-by-example

minatosato / Lasso

rfeinman / pytorch-lasso

hiroyuki-kasai / GDLibrary

hongooi73 / glmnetUtils

fangvv / LassoADMM

sustainable-computing / dist_grid_identification

hiroyuki-kasai / SparseGDLibrary

JamesYang007 / adelie

NicolasBizzozzero / Inpainting

gianlucatruda / quantified-sleep

lx10077 / Lasso

jayanthkoushik / torch-gel

michaelsboost / TouchDrawer

akcyp / react-lasso-select

BayerSe / l1qr

ailzy / RISKIM

jaredhuling / oem

akcyp / strapi-plugin-point-list

doccstat / fastcpd

docnok / detection-estimation-learning