airoldilab / sgd
An R package for large scale estimation with stochastic gradient descent
☆62Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for sgd
- Boosted regression trees for multivariate, longitudinal, and hierarchically clustered data.☆36Updated 6 years ago
- repo for "Optimal Inference After Model Selection"☆10Updated 7 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 years ago
- Bayesian Optimization of Hyperparameters☆85Updated 7 months ago
- This package is DEPRECATED. Please use the packages `grf` or `ranger` instead, which have built-in confidence intervals.☆70Updated 6 years ago
- Generalized lasso implementations☆46Updated last month
- ☆32Updated 4 years ago
- Path algorithm for generalized lasso problems☆32Updated last year
- Define Stan models using glmer-style (lme4) formulas☆55Updated 10 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 8 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Updated 5 years ago
- The xyz algorithm for fast interaction search in high-dimensional data.☆12Updated 7 years ago
- R package to visualize mapping structures of random forests with feature contributions☆42Updated 3 years ago
- Notes on generalized linear models☆111Updated 6 years ago
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 6 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆64Updated 4 years ago
- gputools R package for gpu computing☆68Updated 6 years ago
- Case studies on model assessment, model selection and inference after model selection☆171Updated 10 months ago
- Utilities for glmnet☆65Updated last year
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 6 years ago
- R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems☆80Updated 4 months ago
- Implementation of B-Splines in Stan☆52Updated 7 years ago
- loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)☆149Updated last month
- Bayesian linear survival analysis with shrinkage priors in Stan☆24Updated 8 years ago
- biglasso: Extending Lasso Model Fitting to Big Data in R☆113Updated 7 months ago
- Restricted Boltzmann Machines in R☆36Updated 4 years ago
- Pre-packaged plots in R☆84Updated 7 months ago
- Bayesian Modeling using Stan in R (May/June 2016)☆53Updated 8 years ago
- Understanding the 2016 US Presidential Election using ecological inference and distribution regression with census microdata☆16Updated 7 years ago
- ☆31Updated 2 years ago