Index

A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W

A

absolute_error() (in module optunity.metrics)
accept_server_connection() (in module optunity.communication)
accuracy() (in module optunity.metrics)
add_to_queue() (optunity.communication.EvalManager method)
append() (optunity.solvers.util.ThreadSafeQueue method)
Args (class in optunity.functions)
args (optunity.constraints.ConstraintViolation attribute)
(optunity.functions.MaximumEvaluationsException attribute)
assign_grid_points() (optunity.solvers.GridSearch.GridSearch static method)
auc() (in module optunity.metrics)
available_solvers() (in module optunity)
(in module optunity.api)

B

bitwise_xor() (optunity.solvers.Sobol.Sobol static method)
bounds (optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
(optunity.solvers.RandomSearch.RandomSearch attribute)
(optunity.solvers.Sobol.Sobol attribute)
(optunity.solvers.TPE.TPE attribute)
box constraints
brier() (in module optunity.metrics)

C

call_log2dataframe() (in module optunity)
(in module optunity.functions)
CallLog (class in optunity.functions)
cases (optunity.search_spaces.Options attribute)
choice (optunity.search_spaces.Node attribute)
clone() (optunity.solvers.ParticleSwarm.ParticleSwarm.Particle method)
CMA_ES (class in optunity.solvers.CMAES)
compute_curve() (in module optunity.metrics)
constr_lb_c() (in module optunity.constraints)
constr_lb_o() (in module optunity.constraints)
constr_range_cc() (in module optunity.constraints)
constr_range_co() (in module optunity.constraints)
constr_range_oc() (in module optunity.constraints)
constr_range_oo() (in module optunity.constraints)
constr_ub_c() (in module optunity.constraints)
constr_ub_o() (in module optunity.constraints)
constrained() (in module optunity.constraints)
constraint (optunity.constraints.ConstraintViolation attribute)
ConstraintViolation
content (optunity.search_spaces.SearchTree attribute)
(optunity.solvers.util.ThreadSafeQueue attribute)
contingency_table() (in module optunity.metrics)
contingency_tables() (in module optunity.metrics)
copy() (optunity.solvers.util.ThreadSafeQueue method)
create_pmap() (in module optunity.parallel)
cross_validated() (in module optunity)
(in module optunity.cross_validation)
cv (optunity.communication.EvalManager attribute)

D

data (optunity.functions.CallLog attribute)
decode() (optunity.search_spaces.SearchTree method)
delete() (optunity.functions.CallLog method)
desc_brief (optunity.solvers.GridSearch.GridSearch attribute)
(optunity.solvers.NelderMead.NelderMead attribute)
(optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
(optunity.solvers.RandomSearch.RandomSearch attribute)
(optunity.solvers.Sobol.Sobol attribute)
desc_full (optunity.solvers.GridSearch.GridSearch attribute)
(optunity.solvers.NelderMead.NelderMead attribute)
(optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
(optunity.solvers.RandomSearch.RandomSearch attribute)
(optunity.solvers.Sobol.Sobol attribute)
DocumentedNamedTuple() (in module optunity.util)

E

error_rate() (in module optunity.metrics)
EvalManager (class in optunity.communication)

F

fbeta() (in module optunity.metrics)
flush_queue() (optunity.communication.EvalManager method)
fold_request() (in module optunity.standalone)
from_dict() (optunity.functions.CallLog static method)
ftol (optunity.solvers.NelderMead.NelderMead attribute)
Future (class in optunity.parallel)

G

generate() (optunity.solvers.ParticleSwarm.ParticleSwarm method)
generate_folds() (in module optunity)
(in module optunity.cross_validation)
get() (in module optunity.solvers.solver_registry)
(optunity.communication.EvalManager method)
(optunity.functions.CallLog method)
get_default_args() (in module optunity.util)
getargspec() (in module optunity.util)
GridSearch (class in optunity.solvers.GridSearch)

H

hyperparameters

I

i4_bit_hi1() (optunity.solvers.Sobol.Sobol static method)
i4_bit_lo0() (optunity.solvers.Sobol.Sobol static method)
i4_sobol() (optunity.solvers.Sobol.Sobol static method)
i4_sobol_generate() (optunity.solvers.Sobol.Sobol static method)
identity() (in module optunity.cross_validation)
insert() (optunity.functions.CallLog method)
items() (optunity.functions.CallLog method)

J

join() (optunity.parallel.Future method)
json_decode() (in module optunity.communication)
json_encode() (in module optunity.communication)

K

key (optunity.search_spaces.Node attribute)
keys() (optunity.functions.Args method)
(optunity.functions.CallLog method)
kwargs (optunity.constraints.ConstraintViolation attribute)

L

lambda_ (optunity.solvers.CMAES.CMA_ES attribute)
list_mean() (in module optunity.cross_validation)
load_tests() (in module optunity.tests.test_all)
lock (optunity.functions.CallLog attribute)
(optunity.solvers.util.ThreadSafeQueue attribute)
logged() (in module optunity.functions)
logloss() (in module optunity.metrics)
lower (optunity.solvers.RandomSearch.RandomSearch attribute)

M

main() (in module optunity.standalone)
make_piped_function() (in module optunity.communication)
make_solver() (in module optunity)
(in module optunity.api)
(in module optunity.standalone)
manual() (in module optunity)
(in module optunity.api)
(in module optunity.solvers.solver_registry)
manual_request() (in module optunity.standalone)
max_evals (optunity.functions.MaximumEvaluationsException attribute)
max_evals() (in module optunity.functions)
max_iter (optunity.solvers.NelderMead.NelderMead attribute)
max_or_min() (in module optunity.standalone)
max_speed (optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
max_vectorized (optunity.communication.EvalManager attribute)
maxdim() (optunity.solvers.Sobol.Sobol static method)
maximize() (built-in function)
(in module optunity)
(in module optunity.api)
(optunity.solvers.CMAES.CMA_ES method)
(optunity.solvers.GridSearch.GridSearch method)
(optunity.solvers.NelderMead.NelderMead method)
(optunity.solvers.ParticleSwarm.ParticleSwarm method)
(optunity.solvers.RandomSearch.RandomSearch method)
(optunity.solvers.Sobol.Sobol method)
(optunity.solvers.TPE.TPE method)
(optunity.solvers.util.Solver method)
maximize_structured() (in module optunity)
(in module optunity.api)
MaximumEvaluationsException
mean() (in module optunity.cross_validation)
mean_and_list() (in module optunity.cross_validation)
message (optunity.constraints.ConstraintViolation attribute)
(optunity.functions.MaximumEvaluationsException attribute)
minimize() (built-in function)
(in module optunity)
(in module optunity.api)
(optunity.solvers.CMAES.CMA_ES method)
(optunity.solvers.GridSearch.GridSearch method)
(optunity.solvers.NelderMead.NelderMead method)
(optunity.solvers.ParticleSwarm.ParticleSwarm method)
(optunity.solvers.RandomSearch.RandomSearch method)
(optunity.solvers.Sobol.Sobol method)
(optunity.solvers.TPE.TPE method)
(optunity.solvers.util.Solver method)
minimize_structured() (in module optunity)
(in module optunity.api)
mse() (in module optunity.metrics)

N

name (optunity.solvers.GridSearch.GridSearch attribute)
(optunity.solvers.NelderMead.NelderMead attribute)
(optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
(optunity.solvers.RandomSearch.RandomSearch attribute)
(optunity.solvers.Sobol.Sobol attribute)
negated() (in module optunity.functions)
NelderMead (class in optunity.solvers.NelderMead)
Node (class in optunity.search_spaces)
npv() (in module optunity.metrics)
nth() (in module optunity.util)
nth_root() (in module optunity.solvers.GridSearch)
num_evals (optunity.solvers.RandomSearch.RandomSearch attribute)
(optunity.solvers.Sobol.Sobol attribute)
(optunity.solvers.TPE.TPE attribute)
num_generations (optunity.solvers.CMAES.CMA_ES attribute)
(optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
num_particles (optunity.solvers.ParticleSwarm.ParticleSwarm attribute)

O

objective function
open_server_socket() (in module optunity.communication)
open_socket() (in module optunity.communication)
optimize() (in module optunity)
(in module optunity.api)
(in module optunity.standalone)
(optunity.solvers.CMAES.CMA_ES method)
(optunity.solvers.GridSearch.GridSearch method)
(optunity.solvers.NelderMead.NelderMead method)
(optunity.solvers.ParticleSwarm.ParticleSwarm method)
(optunity.solvers.RandomSearch.RandomSearch method)
(optunity.solvers.Sobol.Sobol method)
(optunity.solvers.TPE.TPE method)
(optunity.solvers.util.Solver method)
Options (class in optunity.search_spaces)
optunity (module)
optunity.api (module)
optunity.communication (module)
optunity.constraints (module)
optunity.cross_validation (module)
optunity.functions (module)
optunity.metrics (module)
optunity.parallel (module)
optunity.search_spaces (module)
optunity.solvers (module)
optunity.solvers.CMAES (module)
optunity.solvers.GridSearch (module)
optunity.solvers.NelderMead (module)
optunity.solvers.ParticleSwarm (module)
optunity.solvers.RandomSearch (module)
optunity.solvers.Sobol (module)
optunity.solvers.solver_registry (module)
optunity.solvers.TPE (module)
optunity.solvers.util (module)
optunity.standalone (module)
optunity.tests (module)
optunity.tests.test_all (module)
optunity.util (module)

P

parameter_tuples (optunity.solvers.GridSearch.GridSearch attribute)
parameters (optunity.functions.Args attribute)
particle2dict() (optunity.solvers.ParticleSwarm.ParticleSwarm method)
ParticleSwarm (class in optunity.solvers.ParticleSwarm)
ParticleSwarm.Particle (class in optunity.solvers.ParticleSwarm)
phi1 (optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
phi2 (optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
pipe_eval() (optunity.communication.EvalManager method)
pmap() (in module optunity)
(in module optunity.parallel)
(optunity.communication.EvalManager method)
pr_auc() (in module optunity.metrics)
precision() (in module optunity.metrics)
prepare_fun() (in module optunity.standalone)
processed_semaphore (optunity.communication.EvalManager attribute)
pu_score() (in module optunity.metrics)

Q

queue (optunity.communication.EvalManager attribute)
queue_lock (optunity.communication.EvalManager attribute)

R

r_squared() (in module optunity.metrics)
random_permutation() (in module optunity.cross_validation)
RandomSearch (class in optunity.solvers.RandomSearch)
recall() (in module optunity.metrics)
receive() (in module optunity.communication)
reflect() (optunity.solvers.NelderMead.NelderMead static method)
register_solver() (in module optunity.solvers.solver_registry)
replacements (optunity.communication.EvalManager attribute)
roc_auc() (in module optunity.metrics)

S

scale() (optunity.solvers.NelderMead.NelderMead static method)
scale_unit_to_bounds() (in module optunity.solvers.util)
score
score() (in module optunity.solvers.util)
SearchTree (class in optunity.search_spaces)
seed (optunity.solvers.TPE.TPE attribute)
select() (in module optunity.cross_validation)
semaphore (optunity.communication.EvalManager attribute)
send() (in module optunity.communication)
shrink_bounds() (in module optunity.solvers.util)
sigma (optunity.solvers.CMAES.CMA_ES attribute)
simplex_center() (optunity.solvers.NelderMead.NelderMead static method)
skip (optunity.solvers.Sobol.Sobol attribute)
smax (optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
smin (optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
Sobol (class in optunity.solvers.Sobol)
sobolseed (optunity.solvers.ParticleSwarm.ParticleSwarm attribute)
solver
Solver (class in optunity.solvers.util)
solver_names() (in module optunity.solvers.solver_registry)
sort_vertices() (optunity.solvers.NelderMead.NelderMead static method)
start (optunity.solvers.CMAES.CMA_ES attribute)
(optunity.solvers.NelderMead.NelderMead attribute)
static_key_order() (in module optunity.functions)
strata_by_labels() (in module optunity.cross_validation)
suggest_from_box() (optunity.solvers.GridSearch.GridSearch static method)
(optunity.solvers.ParticleSwarm.ParticleSwarm static method)
(optunity.solvers.RandomSearch.RandomSearch static method)
(optunity.solvers.Sobol.Sobol static method)
(optunity.solvers.TPE.TPE static method)
suggest_from_seed() (optunity.solvers.CMAES.CMA_ES static method)
(optunity.solvers.NelderMead.NelderMead static method)
suggest_solver() (in module optunity)
(in module optunity.api)

T

terminal (optunity.search_spaces.Node attribute)
ThreadSafeQueue (class in optunity.solvers.util)
to_box() (optunity.search_spaces.SearchTree method)
to_dict() (optunity.functions.CallLog method)
TPE (class in optunity.solvers.TPE)
train-predict-score (TPS) chain

U

uniform_in_bounds() (in module optunity.solvers.util)
update() (optunity.functions.CallLog method)
updateParticle() (optunity.solvers.ParticleSwarm.ParticleSwarm method)
upper (optunity.solvers.RandomSearch.RandomSearch attribute)

V

value (optunity.search_spaces.Node attribute)
values() (optunity.functions.Args method)
(optunity.functions.CallLog method)
vectorcontent (optunity.search_spaces.SearchTree attribute)
vectordict (optunity.search_spaces.SearchTree attribute)
vectorized (optunity.communication.EvalManager attribute)
violations_defaulted() (in module optunity.constraints)

W

wrap_call_log() (in module optunity)
(in module optunity.api)
wrap_constraints() (in module optunity)
(in module optunity.constraints)
wrap_decoder() (optunity.search_spaces.SearchTree method)
Wrapper() (optunity.parallel.Future method)
wraps() (in module optunity.functions)