raccoon
latest
Getting Started
Welcome to RACCOON’s documentation!
Installation
Release History
Frequently Asked Questions
Features
Clustering
Classification
Clusters Update
Tutorial
MNIST: using raccoon to cluster handwritten digits
API
API
raccoon
Docs
»
Index
Edit on GitHub
Index
_
|
A
|
B
|
C
|
D
|
E
|
F
|
G
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
_
__init__() (optim.tpe.EarlyStoppingCallback method)
(optim.tpe.Objective method)
(raccoon.classification.KNN method)
(raccoon.clustering.IterativeClustering method)
(raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
(raccoon.update.UpdateClusters method)
(utils.classes.IdentityProjection method)
_build_hierarchy() (raccoon.classification.KNN method)
_calc_RPD() (in module utils.functions)
_clamp() (in module optim.de)
_dampen_child_prob() (raccoon.classification.KNN method)
_differential_evolution() (in module optim.de)
_drop_collinear() (in module utils.functions)
_drop_min_KDE() (in module utils.functions)
_elbow() (raccoon.clustering.IterativeClustering method)
_features_removal() (raccoon.clustering.IterativeClustering method)
_find_clusters() (raccoon.clustering.IterativeClustering method)
_guess_parm() (raccoon.clustering.IterativeClustering method)
_level_check() (raccoon.clustering.IterativeClustering method)
_near_zero_var_drop() (in module utils.functions)
_objective_function() (raccoon.clustering.IterativeClustering method)
_optimize_params() (raccoon.clustering.IterativeClustering method)
_optuna_tpe() (in module optim.tpe)
_plot() (raccoon.clustering.IterativeClustering method)
_plot_cut() (in module utils.plots)
_plot_score() (in module utils.plots)
_plot_score_surf() (in module utils.plots)
_run_grid_instances() (raccoon.clustering.IterativeClustering method)
_run_single_instance() (raccoon.clustering.IterativeClustering method)
_tostring() (in module optim.de)
A
assign_membership() (raccoon.classification.KNN method)
B
build_graph() (raccoon.interface.InterfaceGPU method)
C
calc_score() (in module utils.functions)
callback() (optim.tpe.Objective method)
classify() (in module raccoon.main)
clu (raccoon.update.UpdateClusters attribute)
cluster() (in module raccoon.main)
(raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
cluster_louvain() (raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
D
DataGlobal (class in raccoon.clustering)
dataset (raccoon.clustering.DataGlobal attribute)
DEBUG_R (in module raccoon.clustering)
decompose() (raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
dim_red() (raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
dunn() (raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
E
EarlyStoppingCallback (class in optim.tpe)
F
filter_key() (raccoon.interface.Interface static method)
find_and_update() (raccoon.update.UpdateClusters method)
fit() (utils.classes.IdentityProjection method)
fit_transform() (utils.classes.IdentityProjection method)
G
get_value() (raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
gpu (raccoon.classification.KNN attribute)
(raccoon.update.UpdateClusters attribute)
I
identity() (utils.classes.IdentityProjection method)
IdentityProjection (class in utils.classes)
Interface (class in raccoon.interface)
InterfaceCPU (class in raccoon.interface)
InterfaceGPU (class in raccoon.interface)
inv_cov() (raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
iterate() (raccoon.clustering.IterativeClustering method)
IterativeClustering (class in raccoon.clustering)
K
KNN (class in raccoon.classification)
kwargs (raccoon.update.UpdateClusters attribute)
L
label_bin() (raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
labels (raccoon.clustering.DataGlobal attribute)
loc_cat() (in module utils.functions)
local_KNN() (in module raccoon.classification)
louvain() (raccoon.interface.Interface method)
M
membership (raccoon.classification.KNN attribute)
midpal (utils.plots.Palettes attribute)
midpalmap (utils.plots.Palettes attribute)
module
optim.de
optim.tpe
raccoon.classification
raccoon.clustering
raccoon.interface
raccoon.main
raccoon.update
utils.classes
utils.functions
utils.plots
N
n_neighbor() (raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
nupal (utils.plots.Palettes attribute)
nupalmap (utils.plots.Palettes attribute)
O
Objective (class in optim.tpe)
one_hot() (raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
one_hot_encode() (in module utils.functions)
optim.de
module
optim.tpe
module
P
Palettes (class in utils.plots)
paramdata (raccoon.update.UpdateClusters attribute)
plot_homogeneity() (in module utils.plots)
plot_map() (in module utils.plots)
plot_violin() (in module utils.plots)
R
raccoon.classification
module
raccoon.clustering
module
raccoon.interface
module
raccoon.main
module
raccoon.update
module
resume() (in module raccoon.main)
run_knn() (raccoon.update.UpdateClusters method)
S
set() (raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
setup() (in module utils.functions)
setup_log() (in module utils.functions)
sigmoid() (in module utils.functions)
silhouette() (raccoon.interface.Interface method)
(raccoon.interface.InterfaceCPU method)
(raccoon.interface.InterfaceGPU method)
single_update() (raccoon.update.UpdateClusters method)
snn() (raccoon.clustering.IterativeClustering method)
sort_len_num() (in module utils.functions)
T
transform() (utils.classes.IdentityProjection method)
U
unique_assignment() (in module utils.functions)
update() (in module raccoon.main)
UpdateClusters (class in raccoon.update)
utils.classes
module
utils.functions
module
utils.plots
module
Read the Docs
v: latest
Versions
latest
stable
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.