tvopt
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tvopt package
tvopt
Index
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Index
_
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A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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W
_
_prox_solver (tvopt.costs.Cost attribute)
A
AbsoluteValue (class in tvopt.costs)
adj_mat (tvopt.networks.Network attribute)
admm() (in module tvopt.distributed_solvers)
(in module tvopt.solvers)
AffineSet (class in tvopt.sets)
alternating_projections() (in module tvopt.sets)
approximate_time_derivative() (tvopt.costs.DynamicExample_1D method)
(tvopt.costs.DynamicExample_2D method)
aug_dgm() (in module tvopt.distributed_solvers)
average_consensus() (in module tvopt.distributed_solvers)
B
backtracking_gradient() (in module tvopt.solvers)
backward_finite_difference() (in module tvopt.costs)
Ball (class in tvopt.sets)
Ball_l1 (class in tvopt.sets)
bisection_method() (in module tvopt.utils)
Box (class in tvopt.sets)
broadcast() (tvopt.networks.DynamicNetwork method)
(tvopt.networks.Network method)
buffer (tvopt.networks.Network attribute)
C
c (tvopt.costs.Constant attribute)
check_input() (tvopt.sets.Set method)
(tvopt.sets.T method)
circle_graph() (in module tvopt.networks)
circulant_graph() (in module tvopt.networks)
complete_graph() (in module tvopt.networks)
compute_proximal() (in module tvopt.costs)
consensus() (tvopt.networks.DynamicNetwork method)
(tvopt.networks.Network method)
Constant (class in tvopt.costs)
contains() (tvopt.sets.AffineSet method)
(tvopt.sets.Ball method)
(tvopt.sets.Ball_l1 method)
(tvopt.sets.Box method)
(tvopt.sets.Halfspace method)
(tvopt.sets.IntersectionSet method)
(tvopt.sets.NonnegativeOrthant method)
(tvopt.sets.R method)
(tvopt.sets.ScaledSet method)
(tvopt.sets.Set method)
(tvopt.sets.T method)
(tvopt.sets.TranslatedSet method)
Cost (class in tvopt.costs)
costs (tvopt.costs.SeparableCost attribute)
D
degrees (tvopt.networks.Network attribute)
DiscreteDynamicCost (class in tvopt.costs)
dist() (in module tvopt.utils)
dom (tvopt.costs.Constant attribute)
(tvopt.costs.Cost attribute)
dpgm() (in module tvopt.distributed_solvers)
dual_ascent() (in module tvopt.distributed_solvers)
(in module tvopt.solvers)
dual_fbs() (in module tvopt.solvers)
DynamicExample_1D (class in tvopt.costs)
DynamicExample_2D (class in tvopt.costs)
DynamicNetwork (class in tvopt.networks)
E
erdos_renyi() (in module tvopt.networks)
ExtrapolationPrediction (class in tvopt.prediction)
F
fbs() (in module tvopt.solvers)
fpr() (in module tvopt.utils)
function() (tvopt.costs.AbsoluteValue method)
(tvopt.costs.Constant method)
(tvopt.costs.Cost method)
(tvopt.costs.DiscreteDynamicCost method)
(tvopt.costs.DynamicExample_1D method)
(tvopt.costs.DynamicExample_2D method)
(tvopt.costs.Huber method)
(tvopt.costs.Huber_1D method)
(tvopt.costs.Indicator method)
(tvopt.costs.Logistic method)
(tvopt.costs.LogisticRegression method)
(tvopt.costs.Norm_1 method)
(tvopt.costs.Norm_inf method)
(tvopt.costs.PowerCost method)
(tvopt.costs.ProductCost method)
(tvopt.costs.Quadratic method)
(tvopt.costs.Quadratic_1D method)
(tvopt.costs.RobustLinearRegression method)
(tvopt.costs.SampledCost method)
(tvopt.costs.ScaledCost method)
(tvopt.costs.SeparableCost method)
(tvopt.costs.SumCost method)
(tvopt.prediction.Prediction method)
G
gossip_consensus() (in module tvopt.distributed_solvers)
gradient() (in module tvopt.solvers)
(tvopt.costs.AbsoluteValue method)
(tvopt.costs.Constant method)
(tvopt.costs.Cost method)
(tvopt.costs.DiscreteDynamicCost method)
(tvopt.costs.DynamicExample_1D method)
(tvopt.costs.DynamicExample_2D method)
(tvopt.costs.Huber method)
(tvopt.costs.Huber_1D method)
(tvopt.costs.Logistic method)
(tvopt.costs.LogisticRegression method)
(tvopt.costs.Norm_1 method)
(tvopt.costs.PowerCost method)
(tvopt.costs.ProductCost method)
(tvopt.costs.Quadratic method)
(tvopt.costs.Quadratic_1D method)
(tvopt.costs.RobustLinearRegression method)
(tvopt.costs.SampledCost method)
(tvopt.costs.ScaledCost method)
(tvopt.costs.SeparableCost method)
(tvopt.costs.SumCost method)
(tvopt.prediction.Prediction method)
H
Halfspace (class in tvopt.sets)
hessian() (tvopt.costs.Constant method)
(tvopt.costs.Cost method)
(tvopt.costs.DiscreteDynamicCost method)
(tvopt.costs.DynamicExample_1D method)
(tvopt.costs.DynamicExample_2D method)
(tvopt.costs.Huber method)
(tvopt.costs.Huber_1D method)
(tvopt.costs.Logistic method)
(tvopt.costs.LogisticRegression method)
(tvopt.costs.PowerCost method)
(tvopt.costs.ProductCost method)
(tvopt.costs.Quadratic method)
(tvopt.costs.Quadratic_1D method)
(tvopt.costs.RobustLinearRegression method)
(tvopt.costs.SampledCost method)
(tvopt.costs.ScaledCost method)
(tvopt.costs.SeparableCost method)
(tvopt.costs.SumCost method)
(tvopt.prediction.Prediction method)
Huber (class in tvopt.costs)
Huber_1D (class in tvopt.costs)
I
incidence_matrix() (in module tvopt.networks)
Indicator (class in tvopt.costs)
initialize_trajectory() (in module tvopt.utils)
IntersectionSet (class in tvopt.sets)
is_connected() (in module tvopt.networks)
is_dynamic (tvopt.costs.Cost attribute)
(tvopt.costs.SeparableCost attribute)
is_scalar() (in module tvopt.utils)
is_square() (in module tvopt.utils)
is_stochastic() (in module tvopt.utils)
L
Linear (class in tvopt.costs)
LinearRegression (class in tvopt.costs)
Logistic (class in tvopt.costs)
LogisticRegression (class in tvopt.costs)
LossyNetwork (class in tvopt.networks)
M
max_consensus() (in module tvopt.distributed_solvers)
(tvopt.networks.DynamicNetwork method)
(tvopt.networks.Network method)
metropolis_hastings() (in module tvopt.networks)
mm() (in module tvopt.solvers)
module
tvopt
tvopt.costs
tvopt.distributed_solvers
tvopt.networks
tvopt.prediction
tvopt.sets
tvopt.solvers
tvopt.utils
N
N (tvopt.costs.SeparableCost attribute)
(tvopt.networks.Network attribute)
ndim (tvopt.sets.Set attribute)
neighbors (tvopt.networks.Network attribute)
Network (class in tvopt.networks)
newton() (in module tvopt.solvers)
nids() (in module tvopt.distributed_solvers)
NoisyNetwork (class in tvopt.networks)
NonnegativeOrthant (class in tvopt.sets)
norm() (in module tvopt.utils)
Norm_1 (class in tvopt.costs)
Norm_2 (class in tvopt.costs)
Norm_inf (class in tvopt.costs)
normalize() (in module tvopt.utils)
O
orthonormal_matrix() (in module tvopt.utils)
P
pg_extra() (in module tvopt.distributed_solvers)
positive_semidefinite_matrix() (in module tvopt.utils)
PowerCost (class in tvopt.costs)
ppa() (in module tvopt.solvers)
Prediction (class in tvopt.prediction)
print_progress() (in module tvopt.utils)
ProductCost (class in tvopt.costs)
projection() (tvopt.costs.Indicator method)
(tvopt.sets.AffineSet method)
(tvopt.sets.Ball method)
(tvopt.sets.Ball_l1 method)
(tvopt.sets.Box method)
(tvopt.sets.Halfspace method)
(tvopt.sets.IntersectionSet method)
(tvopt.sets.NonnegativeOrthant method)
(tvopt.sets.R method)
(tvopt.sets.ScaledSet method)
(tvopt.sets.Set method)
(tvopt.sets.T method)
(tvopt.sets.TranslatedSet method)
prox_aac() (in module tvopt.distributed_solvers)
prox_ed() (in module tvopt.distributed_solvers)
proximal() (tvopt.costs.AbsoluteValue method)
(tvopt.costs.Constant method)
(tvopt.costs.Cost method)
(tvopt.costs.DiscreteDynamicCost method)
(tvopt.costs.Huber method)
(tvopt.costs.Huber_1D method)
(tvopt.costs.Indicator method)
(tvopt.costs.Logistic method)
(tvopt.costs.LogisticRegression method)
(tvopt.costs.Norm_1 method)
(tvopt.costs.Norm_inf method)
(tvopt.costs.Quadratic method)
(tvopt.costs.Quadratic_1D method)
(tvopt.costs.SampledCost method)
(tvopt.costs.ScaledCost method)
(tvopt.costs.SeparableCost method)
(tvopt.prediction.Prediction method)
prs() (in module tvopt.solvers)
Q
Quadratic (class in tvopt.costs)
Quadratic_1D (class in tvopt.costs)
QuantizedNetwork (class in tvopt.networks)
R
R (class in tvopt.sets)
random_graph() (in module tvopt.networks)
random_matrix() (in module tvopt.utils)
ratio_consensus() (in module tvopt.distributed_solvers)
receive() (tvopt.networks.Network method)
regret() (in module tvopt.utils)
RobustLinearRegression (class in tvopt.costs)
S
sample() (tvopt.costs.Cost method)
(tvopt.costs.DiscreteDynamicCost method)
(tvopt.networks.DynamicNetwork method)
SampledCost (class in tvopt.costs)
scale() (tvopt.sets.Set method)
(tvopt.sets.T method)
ScaledCost (class in tvopt.costs)
ScaledSet (class in tvopt.sets)
send() (tvopt.networks.DynamicNetwork method)
(tvopt.networks.LossyNetwork method)
(tvopt.networks.Network method)
(tvopt.networks.NoisyNetwork method)
(tvopt.networks.QuantizedNetwork method)
SeparableCost (class in tvopt.costs)
Set (class in tvopt.sets)
shape (tvopt.sets.Set attribute)
size (tvopt.sets.Set attribute)
smooth (tvopt.costs.Constant attribute)
(tvopt.costs.Cost attribute)
(tvopt.costs.SeparableCost attribute)
soft_thresholding() (in module tvopt.utils)
solve() (in module tvopt.utils)
square_norm() (in module tvopt.utils)
star_graph() (in module tvopt.networks)
stop() (in module tvopt.solvers)
subgradient() (in module tvopt.solvers)
SumCost (class in tvopt.costs)
T
T (class in tvopt.sets)
TaylorPrediction (class in tvopt.prediction)
time (tvopt.costs.Cost attribute)
time_derivative() (tvopt.costs.Cost method)
(tvopt.costs.DynamicExample_1D method)
(tvopt.costs.DynamicExample_2D method)
translate() (tvopt.sets.Set method)
(tvopt.sets.T method)
TranslatedSet (class in tvopt.sets)
tvopt
module
tvopt.costs
module
tvopt.distributed_solvers
module
tvopt.networks
module
tvopt.prediction
module
tvopt.sets
module
tvopt.solvers
module
tvopt.utils
module
U
uniform_quantizer() (in module tvopt.utils)
update() (tvopt.prediction.ExtrapolationPrediction method)
(tvopt.prediction.Prediction method)
(tvopt.prediction.TaylorPrediction method)
W
weights (tvopt.networks.Network attribute)
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