Palladium
Installation
Install from PyPI
Install from binstar
Install from source
Tutorial
Run the Iris example
Understand Iris’ config.py
Deployment
Web server installation
Building a Docker image with your Palladium application
Setup Palladium with Mesos / Marathon and Docker
Authorization
Web service
Predict
Alive
List
Fit, Update Model Cache, and Activate
Scripts
pld-fit:
train models
pld-test:
test models
pld-devserver:
serve the web API
pld-stream:
make predictions through stdin and stdout
pld-grid-search:
find optimal hyperparameters
pld-list:
list available models
pld-admin:
administer available models
pld-version:
display version number
pld-upgrade:
upgrade database
Upgrading
Upgrading the database
Backward incompatibilities in code
R support
Julia support
Advanced configuration
Variables
Multiple configuration files
Avoiding duplication in your configuration
Frequently asked questions
How do I contribute to Palladium?
How do I configure where output is logged to?
How can I combine Palladium with my logging or monitoring solution?
How can I use Python 3 without messing up with my Python 2 projects?
Where can I find information if there are problems installing numpy, scipy, or scikit-learn?
How do I use a custom cross validation iterator in my grid search?
Can I use my cluster to run a hyperparameter search?
How can I use test Palladium components in a shell?
How can I access the active model in my code?
Related projects
palladium package
Submodules
palladium.R module
palladium.cache module
palladium.config module
palladium.dataset module
palladium.eval module
palladium.fit module
palladium.interfaces module
palladium.julia module
palladium.persistence module
palladium.server module
palladium.util module
palladium.wsgi module
Module contents
Palladium
Docs
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Index
Edit on GitHub
Index
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A
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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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L
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M
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P
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R
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_
__init__() (palladium.julia.AbstractModel method)
A
abstractcache (class in palladium.cache)
AbstractModel (class in palladium.julia)
,
[1]
annotate() (in module palladium.interfaces)
apply_kwargs() (in module palladium.util)
args_from_config() (in module palladium.util)
C
cache (palladium.dataset.ScheduledDatasetLoader attribute)
CachedUpdatePersister (class in palladium.persistence)
ClassificationModel (class in palladium.julia)
ComponentHandler (class in palladium.config)
compute_key_attrs() (in module palladium.cache)
Config (class in palladium.config)
CopyHandler (class in palladium.config)
CrossValidationGenerator (class in palladium.interfaces)
D
Database (class in palladium.persistence)
DatabaseCLOB (class in palladium.persistence)
DatasetLoader (class in palladium.interfaces)
DatasetLoaderMeta (class in palladium.interfaces)
diskcache (class in palladium.cache)
E
EmptyDatasetLoader (class in palladium.dataset)
F
File (class in palladium.persistence)
FileIO (class in palladium.persistence)
FileLike (class in palladium.persistence)
FileLikeIO (class in palladium.persistence)
G
get_config() (in module palladium.config)
get_metadata() (in module palladium.util)
I
initialize_config() (in module palladium.config)
L
list() (in module palladium.eval)
list_cmd() (in module palladium.eval)
M
make_bridge() (in module palladium.julia)
memory_usage_psutil() (in module palladium.util)
Model (class in palladium.interfaces)
ModelPersister (class in palladium.interfaces)
ModelPersisterMeta (class in palladium.interfaces)
P
palladium (module)
palladium.cache (module)
palladium.config (module)
palladium.dataset (module)
palladium.eval (module)
palladium.interfaces (module)
palladium.julia (module)
,
[1]
palladium.persistence (module)
palladium.util (module)
Partial() (in module palladium.util)
picklediskcache (class in palladium.cache)
PluggableDecorator (class in palladium.util)
PredictError
PredictService (class in palladium.interfaces)
process_config() (in module palladium.config)
ProcessStore (class in palladium.util)
PythonHandler (class in palladium.config)
R
resolve_dotted_name() (in module palladium.util)
Rest (class in palladium.persistence)
RestIO (class in palladium.persistence)
RruleThread (class in palladium.util)
run_job() (in module palladium.util)
S
ScheduledDatasetLoader (class in palladium.dataset)
session_scope() (in module palladium.util)
SQL (class in palladium.dataset)
T
Table (class in palladium.dataset)
test() (in module palladium.eval)
test_cmd() (in module palladium.eval)
timer() (in module palladium.util)
U
upgrade() (in module palladium.util)
upgrade_cmd() (in module palladium.util)
upgrade_steps (palladium.persistence.Database attribute)
(palladium.persistence.FileLike attribute)
UpgradeSteps (class in palladium.persistence)
V
version_cmd() (in module palladium.util)
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v: 1.2.0
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