bob.pipelines
3.0.3
Samples, a way to enhance scikit pipelines with metadata
Checkpointing
Dask: Scale your scikit.learn pipelines
File List Databases (CSV)
Efficient pipelines with dask and xarray
Python API for bob.pipelines
bob.pipelines
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Index
Index
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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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H
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I
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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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W
A
adapt() (bob.pipelines.distributed.sge.SGEMultipleQueuesCluster method)
AdaptiveMultipleQueue (class in bob.pipelines.distributed.sge)
assert_picklable() (in module bob.pipelines)
B
BaseWrapper (class in bob.pipelines)
Block (class in bob.pipelines.xarray)
bob.pipelines
module
bob.pipelines.distributed.sge
module
bob.pipelines.transformers
module
bob.pipelines.xarray
module
C
cancel_command (bob.pipelines.distributed.sge.SGEIdiapJob attribute)
check_parameter_for_validity() (in module bob.pipelines)
check_parameters_for_validity() (in module bob.pipelines)
CheckpointWrapper (class in bob.pipelines)
config_name (bob.pipelines.distributed.sge.SGEIdiapJob attribute)
CSVToSamples (class in bob.pipelines)
D
dask_tags() (in module bob.pipelines)
DaskWrapper (class in bob.pipelines)
data (bob.pipelines.DelayedSample property)
dataset_map (bob.pipelines.xarray.Block attribute)
DatasetPipeline (class in bob.pipelines.xarray)
decision_function() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.DaskWrapper method)
(bob.pipelines.SampleWrapper method)
(bob.pipelines.xarray.DatasetPipeline method)
delayed_output (bob.pipelines.SampleWrapper attribute)
DelayedSample (class in bob.pipelines)
DelayedSamplesCall (class in bob.pipelines)
DelayedSampleSet (class in bob.pipelines)
DelayedSampleSetCached (class in bob.pipelines)
E
estimator (bob.pipelines.SampleWrapper attribute)
(bob.pipelines.xarray.Block attribute)
estimator_name (bob.pipelines.xarray.Block attribute)
estimator_requires_fit() (in module bob.pipelines)
extension (bob.pipelines.xarray.Block attribute)
F
features_dir (bob.pipelines.xarray.Block attribute)
FileListDatabase (class in bob.pipelines)
FileListToSamples (class in bob.pipelines)
fit() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.DaskWrapper method)
(bob.pipelines.SampleWrapper method)
(bob.pipelines.ToDaskBag method)
(bob.pipelines.xarray.DatasetPipeline method)
fit_extra_arguments (bob.pipelines.SampleWrapper attribute)
fit_input (bob.pipelines.xarray.Block attribute)
fit_kwargs (bob.pipelines.xarray.Block attribute)
flatten_samplesets() (in module bob.pipelines)
from_sample() (bob.pipelines.DelayedSample class method)
G
get_bob_tags() (in module bob.pipelines)
get_max_jobs() (in module bob.pipelines.distributed.sge)
get_reader() (bob.pipelines.FileListDatabase method)
get_resource_requirements() (in module bob.pipelines.distributed.sge)
getattr_nested() (in module bob.pipelines)
graph (bob.pipelines.xarray.DatasetPipeline attribute)
groups() (bob.pipelines.FileListDatabase method)
H
hash_string() (in module bob.pipelines)
I
input_dask_array (bob.pipelines.xarray.Block attribute)
insert() (bob.pipelines.SampleSet method)
is_instance_nested() (in module bob.pipelines)
is_picklable() (in module bob.pipelines)
is_pipeline_wrapped() (in module bob.pipelines)
L
list_file() (bob.pipelines.FileListDatabase method)
load() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.xarray.Block method)
(in module bob.pipelines.xarray)
load_func (bob.pipelines.xarray.Block attribute)
load_model() (bob.pipelines.CheckpointWrapper method)
M
make_path() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.xarray.Block method)
model_path (bob.pipelines.xarray.Block attribute)
module
bob.pipelines
bob.pipelines.distributed.sge
bob.pipelines.transformers
bob.pipelines.xarray
N
npartitions (bob.pipelines.ToDaskBag attribute)
O
output_attribute (bob.pipelines.SampleWrapper attribute)
output_dims (bob.pipelines.xarray.Block attribute)
output_dtype (bob.pipelines.xarray.Block attribute)
output_ndim (bob.pipelines.xarray.Block property)
P
predict() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.DaskWrapper method)
(bob.pipelines.SampleWrapper method)
(bob.pipelines.xarray.DatasetPipeline method)
predict_proba() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.DaskWrapper method)
(bob.pipelines.SampleWrapper method)
(bob.pipelines.xarray.DatasetPipeline method)
protocol (bob.pipelines.FileListDatabase property)
protocols() (bob.pipelines.FileListDatabase method)
R
recommendations() (bob.pipelines.distributed.sge.AdaptiveMultipleQueue method)
rows (bob.pipelines.CSVToSamples property)
S
Sample (class in bob.pipelines)
SampleBatch (class in bob.pipelines)
samples (bob.pipelines.DelayedSampleSet property)
(bob.pipelines.DelayedSampleSetCached property)
samples() (bob.pipelines.FileListDatabase method)
samples_to_dataset() (in module bob.pipelines.xarray)
SampleSet (class in bob.pipelines)
SampleWrapper (class in bob.pipelines)
save() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.xarray.Block method)
(in module bob.pipelines.xarray)
save_func (bob.pipelines.xarray.Block attribute)
save_model() (bob.pipelines.CheckpointWrapper method)
scale() (bob.pipelines.distributed.sge.SGEMultipleQueuesCluster method)
scale_down() (bob.pipelines.distributed.sge.AdaptiveMultipleQueue method)
(bob.pipelines.distributed.sge.SGEMultipleQueuesCluster method)
scale_up() (bob.pipelines.distributed.sge.AdaptiveMultipleQueue method)
(bob.pipelines.distributed.sge.SGEMultipleQueuesCluster method)
score() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.DaskWrapper method)
(bob.pipelines.SampleWrapper method)
(bob.pipelines.xarray.DatasetPipeline method)
SGEIdiapJob (class in bob.pipelines.distributed.sge)
SGEMultipleQueuesCluster (class in bob.pipelines.distributed.sge)
sort() (bob.pipelines.FileListDatabase static method)
str_to_bool() (in module bob.pipelines.transformers)
Str_To_Types() (in module bob.pipelines.transformers)
submit_command (bob.pipelines.distributed.sge.SGEIdiapJob attribute)
T
ToDaskBag (class in bob.pipelines)
transform() (bob.pipelines.CheckpointWrapper method)
(bob.pipelines.DaskWrapper method)
(bob.pipelines.SampleWrapper method)
(bob.pipelines.ToDaskBag method)
(bob.pipelines.xarray.DatasetPipeline method)
transform_extra_arguments (bob.pipelines.SampleWrapper attribute)
transform_input (bob.pipelines.xarray.Block attribute)
transformer (bob.pipelines.FileListDatabase property)
W
wrap() (in module bob.pipelines)