The Operator Splitting QP Solver
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Updated
May 21, 2024 - C
The Operator Splitting QP Solver
an SSO and OAuth / OIDC login solution for Nginx using the auth_request module
H2Oai GPU Edition
Python implementation of elastic-net regularized generalized linear models
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
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)
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
Lasso/Elastic Net linear and generalized linear models
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
biglasso: Extending Lasso Model Fitting to Big Data in R
Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"
MIRT: Michigan Image Reconstruction Toolbox (Julia version)
Matlab library for gradient descent algorithms: Version 1.0.1
This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
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