NVIDIA FLARE
Introduction
What is Federated Learning?
NVIDIA FLARE Overview
Installation
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Getting Started
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Real-World Federated Learning
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Programming Guide
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API
nvflare package
Subpackages
nvflare.apis package
nvflare.app_common package
nvflare.app_opt package
Subpackages
nvflare.app_opt.confidential_computing package
nvflare.app_opt.flower package
nvflare.app_opt.he package
nvflare.app_opt.job_launcher package
nvflare.app_opt.lightning package
nvflare.app_opt.p2p package
nvflare.app_opt.psi package
nvflare.app_opt.pt package
nvflare.app_opt.sklearn package
nvflare.app_opt.statistics package
Subpackages
Submodules
nvflare.app_opt.statistics.quantile_stats module
Module contents
nvflare.app_opt.tensor_stream package
nvflare.app_opt.tf package
nvflare.app_opt.tracking package
nvflare.app_opt.xgboost package
Module contents
nvflare.client package
nvflare.dashboard package
nvflare.fuel package
nvflare.fuel_opt package
nvflare.ha package
nvflare.job_config package
nvflare.lighter package
nvflare.metrics package
nvflare.private package
nvflare.security package
nvflare.tool package
nvflare.utils package
nvflare.widgets package
Submodules
Module contents
Glossary
NVIDIA FLARE
nvflare
nvflare package
nvflare.app_opt package
nvflare.app_opt.statistics package
nvflare.app_opt.statistics.quantile_stats module
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nvflare.app_opt.statistics.quantile_stats module
¶
compute_quantiles
(
g_digest
:
dict
,
quantile_config
:
Dict
,
precision
:
int
)
→
Dict
[source]
¶
get_quantiles
(
stats
:
Dict
,
statistic_configs
:
Dict
,
precision
:
int
)
[source]
¶
get_target_quantiles
(
quantile_config
:
dict
,
feature_name
:
str
)
[source]
¶
merge_quantiles
(
metrics
:
Dict
[
str
,
Dict
[
str
,
Dict
]
]
,
g_digest
:
dict
)
→
dict
[source]
¶