NVIDIA FLARE
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Introduction
What is Federated Learning?
NVIDIA FLARE Overview
What’s New
Getting Started
Guides
Example Applications
Real-World Federated Learning
User Guide
Programming Guide
Programming Best Practices
Miscellaneous
Frequently Asked Questions
Publications and Talks
Contributing
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.he package
nvflare.app_opt.lightning package
nvflare.app_opt.psi package
nvflare.app_opt.pt package
nvflare.app_opt.sklearn package
nvflare.app_opt.statistics package
Subpackages
nvflare.app_opt.statistics.visualization package
Module contents
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.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.visualization package
nvflare.app_opt.statistics.visualization.statistics_visualization module
Edit on GitHub
nvflare.app_opt.statistics.visualization.statistics_visualization module
¶
class
Visualization
[source]
¶
Bases:
object
get_histogram_dataframes
(
data
,
display_format
=
'sample_count'
,
white_list_features
=
None
)
→
Dict
[source]
¶
import_modules
(
)
[source]
¶
show_dataframe_plots
(
feature_dfs
,
plot_type
=
'both'
)
[source]
¶
show_histograms
(
data
,
display_format
=
'sample_count'
,
white_list_features
=
None
,
plot_type
=
'both'
)
[source]
¶
show_stats
(
data
,
white_list_features
=
None
)
[source]
¶
sum_counts_in_histogram
(
hist
)
[source]
¶
convert_data
(
feature_metrics
)
→
dict
[source]
¶
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