evomap.mapping.evomap#

Submodules#

Package Contents#

Classes#

EvoMDS

EvoMap Interface. Implements default functions shared by all

EvoTSNE

EvoMap Interface. Implements default functions shared by all

EvoSammon

EvoMap Interface. Implements default functions shared by all
class evomap.mapping.evomap.EvoMDS(alpha=0, p=1, n_dims=2, metric=True, n_iter=2000, n_iter_check=50, init=None, verbose=0, optim='GD', input_type='distance', maxhalves=5, tol=0.001, n_inits=1, step_size=1, max_tries=5)[source]#

Bases: evomap.mapping.evomap._core.EvoMap

EvoMap Interface. Implements default functions shared by all implementation in its child classes.

fit(Xs)[source]#
fit_transform(Xs)[source]#
class evomap.mapping.evomap.EvoTSNE(alpha=0, p=1, n_dims=2, perplexity=15, stop_lying_iter=250, early_exaggeration=4, eta='auto', initial_momentum=0.5, final_momentum=0.8, n_iter=2000, n_iter_check=50, init=None, verbose=0, input_type='distance', maxhalves=5, tol=0.001, n_inits=1, max_tries=5)[source]#

Bases: evomap.mapping.evomap._core.EvoMap

EvoMap Interface. Implements default functions shared by all implementation in its child classes.

fit(Xs)[source]#
fit_transform(Xs)[source]#
class evomap.mapping.evomap.EvoSammon(alpha=0, p=1, n_dims=2, n_iter=2000, n_iter_check=50, init=None, verbose=0, input_type='distance', maxhalves=5, tol=0.001, n_inits=1, step_size=1, max_tries=5)[source]#

Bases: evomap.mapping.evomap._core.EvoMap

EvoMap Interface. Implements default functions shared by all implementation in its child classes.

fit(Xs)[source]#
fit_transform(Xs)[source]#