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Top 8 mixed-models open source projects
models-by-example
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
✭ 43
r
machine-learning
neural-network
algorithms
linear-regression
pca
expectation-maximization
splines
logistic-regression
bayesian
gradient-descent
rkhs
ridge-regression
gaussian-processes
cox-model
hamiltonian-monte-carlo
mixed-models
penalized-regression
maximum-likelihood-estimation
zero-inflated
bayesian-stats-with-R
Material for a workshop on Bayesian stats with R
✭ 55
HTML
rstats
bayesian-inference
mcmc
glmm
jags
mixed-models
mixed-models-with-r-workshop-2019
Workshop on using Mixed Models with R
✭ 22
r
brms
variance-components
mixed-models
random-effects
lme4
nlme
random-coefficients
glmmtmb
pymer4
All the convenience of lme4 in python
✭ 133
python
TeX
mixed-models
lme4
Metida.jl
Julia package for fitting mixed-effects models with flexible random/repeated covariance structure.
✭ 19
julia
statistics
regression
mixed-effects
statistical-models
mixed-models
variance-component
mixed-effects-models
generalized-additive-models-workshop-2019
A workshop on using generalized additive models and the mgcv package.
✭ 23
r
nonlinear
splines
mixed-models
generalized-additive-models
additive-models
mgcv
penalized-regression
penalized-spline
SMLP2021
Notebooks for SMLP2021
✭ 23
julia
mixed-models
formulae
Formulas for mixed-effects models in Python
✭ 33
python
Jupyter Notebook
mixed-models
bambi
wilkinson-formulas
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