ryantibs / convexopt-book1Links
Convex optimization for statistics and machine learning
☆35Updated 4 months ago
Alternatives and similar repositories for convexopt-book1
Users that are interested in convexopt-book1 are comparing it to the libraries listed below
Sorting:
- Short course on dimension reduction for AMSI☆35Updated 3 years ago
- Regularization paths for SCAD- and MCP-penalized regression models☆44Updated last week
- Instrumental Variable Quantile Regression☆12Updated 2 years ago
- LaTeX author support files for IMS journal AOAS.☆12Updated 3 months ago
- Comparisons between best subset selection and other popular sparse regression estimators☆89Updated 2 years ago
- ☆57Updated 3 years ago
- Efficient Algorithms for L0 Regularized Learning☆103Updated 2 years ago
- An R modeling language for convex optimization problems.☆216Updated last year
- R package np (Nonparametric Kernel Smoothing Methods for Mixed Data Types)☆48Updated 11 months ago
- Penalized Sparse Learning Solver - Unleash the Power of Nonconvex Penalty☆76Updated 4 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 9 years ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆111Updated 2 years ago
- Bayesian Causal Forests☆52Updated last year
- Bayesian linear survival analysis with shrinkage priors in Stan☆25Updated 10 years ago
- Automatic Differentiation for R☆23Updated 7 years ago
- A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.☆60Updated 5 months ago
- Tools for automatically generating local sensitivity measures in Stan.☆36Updated 5 years ago
- Bayesian Inference of State Space Models☆47Updated 4 months ago
- Programs for Optimal Transport Methods in Economics☆34Updated 6 years ago
- Home for the book-in-progress 'Bayesian Learning'☆28Updated 2 months ago
- Path algorithm for generalized lasso problems☆34Updated 3 years ago
- Testing version of fdapace☆31Updated last year
- useR! 2019 CVXR tutorial☆30Updated 3 weeks ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆26Updated 2 months ago
- A complete environment for Bayesian inference within R☆96Updated last year
- Code for Vector Quantile Regression (Carlier, Chernozhukov, Galichon, Annals of Statistics, 2016)☆16Updated 4 years ago
- KFAS: R Package for Exponential Family State Space Models☆71Updated 8 months ago
- ☆96Updated 2 years ago
- Computational Statistics and Statistical Computing☆37Updated 4 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago