simpsom
latest
Getting Started
Welcome to simpsom’s documentation!
Installation
Release History
Basic Usage
Tutorial
A simple tutorial: MNIST
API
API
simpsom
Index
Edit on GitHub
Index
_
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
O
|
P
|
S
|
T
|
W
|
X
_
__init__() (simpsom.distances.Distance method)
(simpsom.neighborhoods.Neighborhoods method)
(simpsom.network.SOMNet method)
(simpsom.network.SOMNode method)
_euclidean_squared_distance() (simpsom.distances.Distance method)
_euclidean_squared_distance_part() (simpsom.distances.Distance method)
_get() (simpsom.network.SOMNet method)
_get_n_process() (simpsom.network.SOMNet method)
_randomize_dataset() (simpsom.network.SOMNet method)
_set_difference() (simpsom.network.SOMNode method)
_set_weights() (simpsom.network.SOMNet method)
_tile() (simpsom.polygons.Hexagons static method)
(simpsom.polygons.Polygon static method)
_update_learning_rate() (simpsom.network.SOMNet method)
_update_sigma() (simpsom.network.SOMNet method)
_update_weights() (simpsom.network.SOMNode method)
B
batchpairdist() (simpsom.distances.Distance method)
bubble() (simpsom.neighborhoods.Neighborhoods method)
C
cluster() (simpsom.network.SOMNet method)
cluster_algo (simpsom.network.SOMNet attribute)
convergence (simpsom.network.SOMNet attribute)
cosine_distance() (simpsom.distances.Distance method)
CUML (simpsom.network.SOMNet attribute)
D
data (simpsom.network.SOMNet attribute)
difference (simpsom.network.SOMNode attribute)
Distance (class in simpsom.distances)
distance (simpsom.network.SOMNet attribute)
distance_pbc() (simpsom.polygons.Hexagons static method)
(simpsom.polygons.Polygon static method)
draw_map() (simpsom.polygons.Polygon class method)
E
epochs (simpsom.network.SOMNet attribute)
euclidean_distance() (simpsom.distances.Distance method)
F
find_bmu_ix() (simpsom.network.SOMNet method)
G
gaussian() (simpsom.neighborhoods.Neighborhoods method)
get_node_distance() (simpsom.network.SOMNode method)
get_nodes_difference() (simpsom.network.SOMNet method)
get_topology() (simpsom.polygons.Polygon method)
GPU (simpsom.network.SOMNet attribute)
H
height (simpsom.network.SOMNet attribute)
(simpsom.network.SOMNode attribute)
Hexagons (class in simpsom.polygons)
I
init (simpsom.network.SOMNet attribute)
L
learning_rate (simpsom.network.SOMNet attribute)
line_plot() (in module simpsom.plots)
M
manhattan_distance() (simpsom.distances.Distance method)
metric (simpsom.network.SOMNet attribute)
mexican_hat() (simpsom.neighborhoods.Neighborhoods method)
module
simpsom.distances
simpsom.neighborhoods
simpsom.network
simpsom.plots
simpsom.polygons
N
neighborhood_caller() (simpsom.neighborhoods.Neighborhoods method)
neighborhood_fun (simpsom.network.SOMNet attribute)
neighborhood_pbc() (simpsom.polygons.Hexagons static method)
(simpsom.polygons.Polygon static method)
Neighborhoods (class in simpsom.neighborhoods)
neighborhoods (simpsom.network.SOMNet attribute)
nodes (simpsom.network.SOMNet attribute)
nodes_list (simpsom.network.SOMNet attribute)
O
output_path (simpsom.network.SOMNet attribute)
P
pairdist() (simpsom.distances.Distance method)
PBC (simpsom.network.SOMNet attribute)
(simpsom.network.SOMNode attribute)
pca() (simpsom.network.SOMNet method)
plot_clusters() (simpsom.network.SOMNet method)
plot_convergence() (simpsom.network.SOMNet method)
plot_map() (in module simpsom.plots)
plot_map_by_difference() (simpsom.network.SOMNet method)
plot_map_by_feature() (simpsom.network.SOMNet method)
plot_projected_points() (simpsom.network.SOMNet method)
Polygon (class in simpsom.polygons)
polygons (simpsom.network.SOMNet attribute)
(simpsom.network.SOMNode attribute)
pos (simpsom.network.SOMNode attribute)
project_onto_map() (simpsom.network.SOMNet method)
S
save_map() (simpsom.network.SOMNet method)
scatter_on_map() (in module simpsom.plots)
sigma (simpsom.network.SOMNet attribute)
simpsom.distances
module
simpsom.neighborhoods
module
simpsom.network
module
simpsom.plots
module
simpsom.polygons
module
SOMNet (class in simpsom.network)
SOMNode (class in simpsom.network)
Squares (class in simpsom.polygons)
start_learning_rate (simpsom.network.SOMNet attribute)
start_sigma (simpsom.network.SOMNet attribute)
T
tau (simpsom.network.SOMNet attribute)
to_tiles() (simpsom.polygons.Hexagons static method)
(simpsom.polygons.Polygon static method)
topology (simpsom.polygons.Hexagons attribute)
(simpsom.polygons.Polygon attribute)
(simpsom.polygons.Squares attribute)
train() (simpsom.network.SOMNet method)
W
weights (simpsom.network.SOMNode attribute)
width (simpsom.network.SOMNet attribute)
(simpsom.network.SOMNode attribute)
X
xp (simpsom.network.SOMNet attribute)
(simpsom.network.SOMNode attribute)
Read the Docs
v: latest
Versions
latest
Downloads
On Read the Docs
Project Home
Builds