dislib 0.8.0 documentation
index
modules
Index
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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I
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K
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L
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M
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N
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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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Z
A
add_mix_kernel() (in module dislib.cluster.kmeans.base)
(in module dislib.neighbors.base)
ADMM (class in dislib.optimization.admm.base)
ALS (class in dislib.recommendation.als.base)
apply_along_axis() (in module dislib)
(in module dislib.data.array)
apply_splits_to_blocks() (in module dislib.utils.base)
Array (class in dislib.data.array)
array() (in module dislib)
,
[1]
array-like
B
block
C
CascadeSVM (class in dislib.classification.csvm.base)
coef_ (dislib.regression.linear.base.LinearRegression attribute)
collect() (dislib.data.array.Array method)
column
column block
compute_bottom_right_shape() (in module dislib.data.util)
conj() (dislib.data.array.Array method)
copy() (dislib.data.array.Array method)
csr_matrix
D
Daura (class in dislib.cluster.daura.base)
DBSCAN (class in dislib.cluster.dbscan.base)
decision_function() (dislib.classification.csvm.base.CascadeSVM method)
DecisionTreeClassifier (class in dislib.trees)
DecisionTreeRegressor (class in dislib.trees)
decoder_helper() (in module dislib.data.util)
dislib (module)
dislib.classification.csvm.base (module)
dislib.classification.knn.base (module)
dislib.cluster.daura.base (module)
dislib.cluster.dbscan.base (module)
dislib.cluster.gm.base (module)
dislib.cluster.kmeans.base (module)
dislib.data.util (module)
dislib.decomposition.pca.base (module)
dislib.decomposition.qr.base (module)
dislib.decomposition.tsqr.base (module)
dislib.model_selection (module)
dislib.neighbors.base (module)
dislib.optimization.admm.base (module)
dislib.preprocessing (module)
dislib.recommendation.als.base (module)
dislib.regression.lasso.base (module)
dislib.regression.linear.base (module)
dislib.utils.base (module)
distance_gpu() (in module dislib.cluster.kmeans.base)
(in module dislib.neighbors.base)
ds-array
E
encoder_helper() (in module dislib.data.util)
estimator
eye() (in module dislib)
,
[1]
F
feature
fit
fit() (dislib.classification.csvm.base.CascadeSVM method)
(dislib.classification.knn.base.KNeighborsClassifier method)
(dislib.cluster.dbscan.base.DBSCAN method)
(dislib.cluster.gm.base.GaussianMixture method)
(dislib.cluster.kmeans.base.KMeans method)
(dislib.decomposition.pca.base.PCA method)
(dislib.model_selection.GridSearchCV method)
(dislib.model_selection.RandomizedSearchCV method)
(dislib.model_selection.SimulationGridSearch method)
(dislib.neighbors.base.NearestNeighbors method)
(dislib.optimization.admm.base.ADMM method)
(dislib.preprocessing.MinMaxScaler method)
(dislib.preprocessing.StandardScaler method)
(dislib.recommendation.als.base.ALS method)
(dislib.regression.lasso.base.Lasso method)
(dislib.regression.linear.base.LinearRegression method)
(dislib.trees.DecisionTreeClassifier method)
(dislib.trees.DecisionTreeRegressor method)
fit_predict() (dislib.cluster.daura.base.Daura method)
(dislib.cluster.dbscan.base.DBSCAN method)
(dislib.cluster.gm.base.GaussianMixture method)
(dislib.cluster.kmeans.base.KMeans method)
(dislib.regression.lasso.base.Lasso method)
fit_transform() (dislib.decomposition.pca.base.PCA method)
(dislib.preprocessing.MinMaxScaler method)
(dislib.preprocessing.StandardScaler method)
full() (in module dislib)
,
[1]
G
GaussianMixture (class in dislib.cluster.gm.base)
get_n_splits() (dislib.model_selection.KFold method)
get_sq_sum_kernel() (in module dislib.cluster.kmeans.base)
(in module dislib.neighbors.base)
GridSearchCV (class in dislib.model_selection)
I
identity() (in module dislib)
,
[1]
intercept_ (dislib.regression.linear.base.LinearRegression attribute)
inverse_transform() (dislib.preprocessing.MinMaxScaler method)
(dislib.preprocessing.StandardScaler method)
K
KFold (class in dislib.model_selection)
KMeans (class in dislib.cluster.kmeans.base)
kneighbors() (dislib.neighbors.base.NearestNeighbors method)
KNeighborsClassifier (class in dislib.classification.knn.base)
kron() (in module dislib)
,
[1]
L
label
Lasso (class in dislib.regression.lasso.base)
LinearRegression (class in dislib.regression.linear.base)
load_hstack_npy_files() (in module dislib.data)
load_mdcrd_file() (in module dislib)
,
[1]
load_model() (dislib.classification.csvm.base.CascadeSVM method)
(dislib.classification.knn.base.KNeighborsClassifier method)
(dislib.cluster.gm.base.GaussianMixture method)
(dislib.cluster.kmeans.base.KMeans method)
(dislib.recommendation.als.base.ALS method)
(dislib.regression.lasso.base.Lasso method)
(dislib.regression.linear.base.LinearRegression method)
(dislib.trees.RandomForestClassifier method)
(dislib.trees.RandomForestRegressor method)
load_npy_file() (in module dislib)
,
[1]
load_svmlight_file() (in module dislib)
,
[1]
load_txt_file() (in module dislib)
,
[1]
M
matmul() (in module dislib)
,
[1]
max() (dislib.data.array.Array method)
mean() (dislib.data.array.Array method)
median() (dislib.data.array.Array method)
min() (dislib.data.array.Array method)
MinMaxScaler (class in dislib.preprocessing)
N
n_clusters (dislib.cluster.dbscan.base.DBSCAN attribute)
ndarray
NearestNeighbors (class in dislib.neighbors.base)
norm() (dislib.data.array.Array method)
P
pad() (in module dislib.data.util)
pad_last_blocks_with_zeros() (in module dislib.data.util)
PCA (class in dislib.decomposition.pca.base)
predict
predict() (dislib.classification.csvm.base.CascadeSVM method)
(dislib.classification.knn.base.KNeighborsClassifier method)
(dislib.cluster.gm.base.GaussianMixture method)
(dislib.cluster.kmeans.base.KMeans method)
(dislib.regression.lasso.base.Lasso method)
(dislib.regression.linear.base.LinearRegression method)
(dislib.trees.DecisionTreeClassifier method)
(dislib.trees.DecisionTreeRegressor method)
(dislib.trees.RandomForestClassifier method)
(dislib.trees.RandomForestRegressor method)
predict_proba() (dislib.trees.DecisionTreeClassifier method)
,
[1]
(dislib.trees.RandomForestClassifier method)
predict_user() (dislib.recommendation.als.base.ALS method)
Q
qr() (in module dislib.decomposition.qr.base)
R
random_array() (in module dislib)
,
[1]
RandomForestClassifier (class in dislib.trees)
RandomForestRegressor (class in dislib.trees)
RandomizedSearchCV (class in dislib.model_selection)
rechunk() (dislib.data.array.Array method)
remove_last_columns() (in module dislib.data.util)
remove_last_rows() (in module dislib.data.util)
replace_block() (dislib.data.array.Array method)
row
row block
S
sample
save_model() (dislib.classification.csvm.base.CascadeSVM method)
(dislib.classification.knn.base.KNeighborsClassifier method)
(dislib.cluster.gm.base.GaussianMixture method)
(dislib.cluster.kmeans.base.KMeans method)
(dislib.recommendation.als.base.ALS method)
(dislib.regression.lasso.base.Lasso method)
(dislib.regression.linear.base.LinearRegression method)
(dislib.trees.RandomForestClassifier method)
(dislib.trees.RandomForestRegressor method)
save_txt() (in module dislib)
,
[1]
score() (dislib.classification.csvm.base.CascadeSVM method)
(dislib.classification.knn.base.KNeighborsClassifier method)
(dislib.trees.RandomForestClassifier method)
(dislib.trees.RandomForestRegressor method)
shape
(dislib.data.array.Array attribute)
shuffle() (in module dislib.utils.base)
SimulationGridSearch (class in dislib.model_selection)
split() (dislib.model_selection.KFold method)
spmatrix
sqrt() (dislib.data.array.Array method)
StandardScaler (class in dislib.preprocessing)
sum() (dislib.data.array.Array method)
svd() (in module dislib)
,
[1]
sync_obj() (in module dislib.data.util)
synchronization
T
T (dislib.data.array.Array attribute)
task
train_test_split() (in module dislib.utils.base)
transform() (dislib.decomposition.pca.base.PCA method)
(dislib.preprocessing.MinMaxScaler method)
(dislib.preprocessing.StandardScaler method)
transpose() (dislib.data.array.Array method)
tsqr() (in module dislib.decomposition.tsqr.base)
Z
zeros() (in module dislib)
,
[1]