SHERPA
stable
SHERPA: A Python Hyperparameter Optimization Library
Getting Started
Installation
From Keras to Sherpa in 30 seconds
A Guide to SHERPA
Algorithms
Available Algorithms
Bayesian Optimization
Population Based Training
Asynchronous Successive Halving (ASHA)
Local Search
Writing Your Own Algorithm
Parallel
Quickstart
Setup for Parallel Computation
Parallel Guide
SGE
API
Core
Schedulers
Algorithms
Contributing
Development
Writing Schedulers
SHERPA
Docs
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Index
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Index
A
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C
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D
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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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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
add_observation() (sherpa.core.Study method)
add_trial() (sherpa.core.Study method)
AlgorithmState (class in sherpa.core)
C
Choice (class in sherpa.core)
Client (class in sherpa.database)
COMPLETED (sherpa.core.TrialStatus attribute)
Continuous (class in sherpa.core)
D
Discrete (class in sherpa.core)
DONE (sherpa.core.AlgorithmState attribute)
F
FAILED (sherpa.core.TrialStatus attribute)
finalize() (sherpa.core.Study method)
from_dict() (sherpa.core.Parameter static method)
G
get_best_result() (sherpa.core.Study method)
get_results() (sherpa.app.app.SherpaApp method)
get_status() (sherpa.schedulers.LocalScheduler method)
(sherpa.schedulers.SGEScheduler method)
(sherpa.schedulers.SLURMScheduler method)
(sherpa.schedulers.Scheduler method)
get_suggestion() (sherpa.core.Study method)
get_trial() (sherpa.database.Client method)
grid() (sherpa.core.Parameter static method)
I
index() (in module sherpa.app.app)
INTERMEDIATE (sherpa.core.TrialStatus attribute)
K
keras_callback() (sherpa.core.Study method)
keras_send_metrics() (sherpa.database.Client method)
kill_job() (sherpa.schedulers.LocalScheduler method)
(sherpa.schedulers.SGEScheduler method)
(sherpa.schedulers.SLURMScheduler method)
(sherpa.schedulers.Scheduler method)
L
load_dashboard() (sherpa.core.Study static method)
LocalScheduler (class in sherpa.schedulers)
N
next() (sherpa.core.Study method)
O
optimize() (in module sherpa.core)
Ordinal (class in sherpa.core)
P
Parameter (class in sherpa.core)
R
run_dashboard() (in module sherpa.core)
S
sample() (sherpa.core.Choice method)
(sherpa.core.Continuous method)
(sherpa.core.Discrete method)
(sherpa.core.Ordinal method)
save() (sherpa.core.Study method)
Scheduler (class in sherpa.schedulers)
send_metrics() (sherpa.database.Client method)
set_results_channel() (sherpa.app.app.SherpaApp method)
set_stopping_channel() (sherpa.app.app.SherpaApp method)
SGEScheduler (class in sherpa.schedulers)
sherpa (module)
sherpa.algorithms (module)
sherpa.app (module)
sherpa.app.app (module)
sherpa.core (module)
sherpa.database (module)
sherpa.schedulers (module)
SherpaApp (class in sherpa.app.app)
should_trial_stop() (sherpa.core.Study method)
SLURMScheduler (class in sherpa.schedulers)
stop_trial() (in module sherpa.app.app)
STOPPED (sherpa.core.TrialStatus attribute)
Study (class in sherpa.core)
submit_job() (sherpa.schedulers.LocalScheduler method)
(sherpa.schedulers.SGEScheduler method)
(sherpa.schedulers.SLURMScheduler method)
(sherpa.schedulers.Scheduler method)
T
Trial (class in sherpa.core)
TrialStatus (class in sherpa.core)
W
WAIT (sherpa.core.AlgorithmState attribute)
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