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nhsx
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SynthVAE
Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics
MIT License
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Removing unnecessary manual requirements on Opacus and RDT, cleaning up dependencies
#22
HarrisonWilde
closed
1 year ago
0
Bump joblib from 1.0.1 to 1.2.0
#21
dependabot[bot]
closed
2 years ago
0
Unable to reproduce the report's distribution metrics using SUPPORT
#20
JoeLill100
opened
2 years ago
1
VAE.py - Set GPU vs CPU once
#19
JRPearson500
opened
2 years ago
0
VAE.py - Extract output_dim as user input
#18
JRPearson500
opened
2 years ago
0
Update Change log for minor fixes
#17
JRPearson500
opened
2 years ago
0
Minor fixes
#16
danjscho
closed
2 years ago
1
Poor correlations when using `GMM` preprocessing
#15
danjscho
opened
2 years ago
0
Bump pillow from 9.0.0 to 9.0.1
#14
dependabot[bot]
closed
2 years ago
0
Expand metric options
#13
DaveBrind-zz
opened
2 years ago
0
Handling Missing Data
#12
DaveBrind-zz
opened
2 years ago
0
Greater flexibility in SynthVAE model creation
#11
DaveBrind-zz
opened
2 years ago
0
Handling datetime generation
#10
DaveBrind-zz
opened
2 years ago
0
Investigate SDV warnings around datetimes not appearing in original dataset
#9
danjscho
opened
2 years ago
0
SynthVAE Version 2
#8
DaveBrind-zz
closed
2 years ago
2
Bump pillow from 8.3.2 to 9.0.0
#7
dependabot[bot]
closed
2 years ago
0
Add ability to specify a different dataset
#6
danjscho
closed
2 years ago
0
Datetime handling in VAE
#5
danjscho
closed
2 years ago
0
Upgrade and align to Opacus v1.0.0
#4
danjscho
opened
2 years ago
0
Bump pillow from 8.3.1 to 8.3.2
#3
dependabot[bot]
closed
3 years ago
0
Add in notebook/script to reproduce plots from report
#2
danjscho
closed
3 years ago
1
Project Review
#1
danjscho
closed
3 years ago
0