dpcluster
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dpcluster
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dpcluster
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B
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C
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D
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E
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G
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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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R
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S
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T
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U
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V
B
batch_learn() (dpcluster.algorithms.VDP method)
C
cluster_parameters() (dpcluster.algorithms.VDP method)
cluster_sizes() (dpcluster.algorithms.VDP method)
conditional() (dpcluster.distributions.GaussianNIW method)
conditional_expectation() (dpcluster.algorithms.VDP method)
(dpcluster.distributions.GaussianNIW method)
conditional_ll() (dpcluster.algorithms.VDP method)
conditional_variance() (dpcluster.algorithms.VDP method)
(dpcluster.distributions.GaussianNIW method)
conditionals_cache() (dpcluster.distributions.GaussianNIW method)
conditionals_cache_bare() (dpcluster.distributions.GaussianNIW method)
ConjugatePair (class in dpcluster.distributions)
D
distr_fit() (dpcluster.algorithms.Predictor method)
dpcluster.__init__ (module)
dpcluster.algorithms (module)
dpcluster.distributions (module)
dpcluster.test (module)
E
ExponentialFamilyDistribution (class in dpcluster.distributions)
G
Gaussian (class in dpcluster.distributions)
GaussianNIW (class in dpcluster.distributions)
gen_data() (dpcluster.test.Tests method)
get_model() (dpcluster.algorithms.OnlineVDP method)
grad_check() (in module dpcluster.test)
L
ll() (dpcluster.algorithms.VDP method)
(dpcluster.distributions.ExponentialFamilyDistribution method)
log_base_measure() (dpcluster.distributions.ExponentialFamilyDistribution method)
(dpcluster.distributions.Gaussian method)
(dpcluster.distributions.NIW method)
log_partition() (dpcluster.distributions.ExponentialFamilyDistribution method)
(dpcluster.distributions.Gaussian method)
(dpcluster.distributions.NIW method)
M
marginal() (dpcluster.algorithms.VDP method)
(dpcluster.distributions.GaussianNIW method)
multipsi() (dpcluster.distributions.NIW method)
N
nat2usual() (dpcluster.distributions.Gaussian method)
(dpcluster.distributions.NIW method)
NIW (class in dpcluster.distributions)
O
OnlineVDP (class in dpcluster.algorithms)
P
plot() (dpcluster.distributions.GaussianNIW method)
plot_clusters() (dpcluster.algorithms.VDP method)
posterior_ll() (dpcluster.distributions.ConjugatePair method)
(dpcluster.distributions.GaussianNIW method)
posterior_ll_cache() (dpcluster.distributions.GaussianNIW method)
precomp() (dpcluster.algorithms.Predictor method)
predict() (dpcluster.algorithms.Predictor method)
(dpcluster.algorithms.PredictorKL method)
predict_old() (dpcluster.algorithms.Predictor method)
(dpcluster.algorithms.PredictorKL method)
Predictor (class in dpcluster.algorithms)
PredictorKL (class in dpcluster.algorithms)
pseudo_resp() (dpcluster.algorithms.VDP method)
pseudo_resp_cache() (dpcluster.algorithms.VDP method)
put() (dpcluster.algorithms.OnlineVDP method)
R
resp() (dpcluster.algorithms.VDP method)
resp_cache() (dpcluster.algorithms.VDP method)
S
setUp() (dpcluster.test.Tests method)
sufficient_stats() (dpcluster.distributions.ConjugatePair method)
(dpcluster.distributions.Gaussian method)
(dpcluster.distributions.GaussianNIW method)
(dpcluster.distributions.NIW method)
sufficient_stats_dim() (dpcluster.distributions.ConjugatePair method)
(dpcluster.distributions.Gaussian method)
(dpcluster.distributions.NIW method)
T
test_batch_vdp() (dpcluster.test.Tests method)
test_gaussian() (dpcluster.test.Tests method)
test_gniw() (dpcluster.test.Tests method)
test_gniw_conditionals() (dpcluster.test.Tests method)
test_ll() (dpcluster.test.Tests method)
test_niw() (dpcluster.test.Tests method)
test_online_vdp() (dpcluster.test.Tests method)
test_predictor() (dpcluster.test.Tests method)
test_presp() (dpcluster.test.Tests method)
test_resp() (dpcluster.test.Tests method)
test_vdp_conditionals() (dpcluster.test.Tests method)
Tests (class in dpcluster.test)
U
usual2nat() (dpcluster.distributions.Gaussian method)
(dpcluster.distributions.NIW method)
V
var_cond_exp() (dpcluster.algorithms.VDP method)
VDP (class in dpcluster.algorithms)
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