PyStan
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Detailed Installation Instructions
Prerequisite knowledge
Installing PyStan with Support for Stiff ODE Solvers (CVODES)
Optimization in Stan
Avoiding recompilation of Stan models
HMC: Euclidian Metric
Differences between PyStan and RStan
API
Conversion utilities for Stan’s R Dump format
Logging
Threading Support with Pystan 2.18+
PyStan on Windows
External C++ (experimental)
Unpickling fit without Model instance (experimental)
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C
constrain_pars() (pystan.StanFit4model method)
E
extract() (pystan.StanFit4model method)
G
get_adaptation_info() (pystan.StanFit4model method)
get_cppcode() (pystan.StanModel method)
get_cxxflags() (pystan.StanModel method)
get_include_paths() (pystan.StanModel method)
get_inits() (pystan.StanFit4model method)
get_logposterior() (pystan.StanFit4model method)
get_posterior_mean() (pystan.StanFit4model method)
get_sampler_params() (pystan.StanFit4model method)
get_seed() (pystan.StanFit4model method)
get_stancode() (pystan.StanFit4model method)
grad_log_prob() (pystan.StanFit4model method)
L
log_prob() (pystan.StanFit4model method)
M
model_code (pystan.StanModel attribute)
model_cpp (pystan.StanModel attribute)
model_name (pystan.StanModel attribute)
module (pystan.StanModel attribute)
O
optimizing() (pystan.StanModel method)
,
[1]
P
plot() (pystan.StanFit4model method)
pystan (module)
R
read_rdump() (in module pystan.misc)
S
sampling() (pystan.StanModel method)
,
[1]
show() (pystan.StanModel method)
stan() (in module pystan)
stan_rdump() (in module pystan.misc)
stanc() (in module pystan)
StanFit4model (class in pystan)
StanModel (class in pystan)
stansummary() (pystan.StanFit4model method)
summary() (pystan.StanFit4model method)
T
to_dataframe() (pystan.StanFit4model method)
U
unconstrain_pars() (pystan.StanFit4model method)
V
vb() (pystan.StanModel method)
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