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DaveBrind-zz
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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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Handling datetime generation
#18
DaveBrind-zz
opened
2 years ago
0
Greater flexibility in SynthVAE model creation
#17
DaveBrind-zz
opened
2 years ago
0
visualise outputs
#16
DaveBrind-zz
closed
2 years ago
1
Mixed privacy metrics
#15
DaveBrind-zz
opened
2 years ago
0
Bring in notebook pre-processing MIMIC-III to get our single table - also clean this notebook up so it is easy to read and understand
#14
DaveBrind-zz
closed
2 years ago
1
Add in explicit metric calculations for fairness/bias and privacy metrics in the utils.py
#13
DaveBrind-zz
opened
2 years ago
2
Clean up code
#12
DaveBrind-zz
closed
2 years ago
0
Need reproducibility for results
#11
DaveBrind-zz
closed
2 years ago
3
Jupyter Notebooks for improved user interface
#10
DaveBrind-zz
closed
2 years ago
0
Hyperparameter tuning
#9
DaveBrind-zz
closed
2 years ago
0
updated investigations & hyperparam
#8
DaveBrind-zz
closed
2 years ago
0
Continuous distribution handler
#7
DaveBrind-zz
closed
2 years ago
0
Code & Documentation Clean Up
#6
DaveBrind-zz
opened
2 years ago
1
Latent space visualisation
#5
DaveBrind-zz
opened
2 years ago
0
Hyperparameter Tuning
#4
DaveBrind-zz
closed
2 years ago
1
Constraints
#3
DaveBrind-zz
closed
2 years ago
1
Data Missingness
#2
DaveBrind-zz
opened
2 years ago
0
Generalised Dataset Handling
#1
DaveBrind-zz
opened
2 years ago
0