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nhsengland
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NHSSynth
Package to accompany P41
https://nhsengland.github.io/NHSSynth/
MIT License
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Write tests for the new `MetaTransformer`
#64
HarrisonWilde
opened
1 year ago
0
Build our own transformers to drop RDT dependency
#63
HarrisonWilde
closed
1 year ago
0
Trying again
#62
HarrisonWilde
closed
1 year ago
0
Fix MkDocs action bug by updating poetry version
#61
HarrisonWilde
closed
1 year ago
0
Add a SUPPORT manipulation notebook to generate an allowable open dataset that touches a lot of our work
#60
HarrisonWilde
closed
1 year ago
0
Better model test coverage and small fixes and introduction of confte…
#59
HarrisonWilde
closed
1 year ago
0
Adding model IO tests and fix bugs noticed from tests
#58
HarrisonWilde
closed
1 year ago
0
Addition of a "tests passing" badge
#57
HarrisonWilde
closed
1 year ago
0
Fix caching issues in github actions
#56
HarrisonWilde
closed
1 year ago
0
Fix the coverage badge
#55
HarrisonWilde
closed
1 year ago
0
Add cloc badges and measure code coverage and present in repo
#54
HarrisonWilde
closed
1 year ago
0
Adding CI/CD for testing suite and `tox` for testing on multiple python versions
#53
HarrisonWilde
closed
1 year ago
0
Python 3.9 doesn't work due to pipe union type hints
#52
HarrisonWilde
closed
1 year ago
0
Privacy not reported during training of the `DPVAE`
#51
HarrisonWilde
closed
1 year ago
0
First step towards the testing suite
#50
HarrisonWilde
closed
1 year ago
0
CI/CD for pytest testing suite
#49
HarrisonWilde
closed
1 year ago
1
Write tests for all the modules as they stand
#48
HarrisonWilde
closed
1 year ago
0
Implement CLI testing
#47
HarrisonWilde
opened
1 year ago
0
Measure code coverage and present in repo
#46
HarrisonWilde
closed
1 year ago
2
Setup `pytest` and a suite of basic tests
#45
HarrisonWilde
closed
1 year ago
0
Add robust beta-divergence loss to VAE
#44
HarrisonWilde
opened
1 year ago
0
Fix `shared_optimizer` workflow for DP models
#43
HarrisonWilde
opened
1 year ago
0
Support repeated execution of multiple model architectures fully
#42
HarrisonWilde
closed
1 year ago
0
Major refactoring of Model module
#41
HarrisonWilde
closed
1 year ago
0
Refactor model module
#40
HarrisonWilde
closed
1 year ago
0
Upgrade opacus and the DP calculations of the model
#39
HarrisonWilde
closed
1 year ago
0
Implications of the hook-related warning thrown when using Opacus
#38
HarrisonWilde
closed
1 year ago
2
Look into the "new wave" of diffusion model based approaches
#37
HarrisonWilde
opened
1 year ago
0
Move seed warning as it was triggering incorrectly
#36
HarrisonWilde
closed
1 year ago
0
Cleaning up sdv_workflow stuff
#35
HarrisonWilde
closed
1 year ago
0
Rebuild the metatransformer to remove the `HyperTransformer` as in #28
#34
HarrisonWilde
closed
1 year ago
0
Move to using the internal `DataProcessor` class?
#33
HarrisonWilde
closed
1 year ago
0
Should `Synthesizer` be exposed to the user at all given we don't end up using it and the inference doesn't change much?
#32
HarrisonWilde
closed
1 year ago
0
Imputation strategy argument?
#31
HarrisonWilde
closed
1 year ago
0
Improve on hacky method of composing CBN and OHE
#30
HarrisonWilde
closed
1 year ago
0
Add file-level docstrings
#29
HarrisonWilde
closed
1 year ago
0
Rebuild `MetaTransformer` to reduce complexity
#28
HarrisonWilde
closed
1 year ago
0
Refine Python importable interface with the package
#27
HarrisonWilde
closed
1 year ago
0
Create a `Module` class that contains common functions and interface
#26
HarrisonWilde
closed
1 year ago
0
Leverage DP composability to only privatise the decoder of the VAE
#25
HarrisonWilde
closed
1 year ago
0
Specific investigations into multi-table generation
#24
HarrisonWilde
closed
1 year ago
0
Specific investigations into extending single table to event-based generation
#23
HarrisonWilde
closed
1 year ago
0
Implement a full testing suite
#22
HarrisonWilde
closed
1 year ago
0
Demo real-world use cases with representative (NHS) data assets and downstream tasks
#21
HarrisonWilde
opened
1 year ago
0
Potentially leverage Synthesized's `fairlens` alongside other fairness metrics
#20
HarrisonWilde
opened
1 year ago
0
Constraint failure feature augmentation
#19
HarrisonWilde
closed
1 year ago
0
Ensure the flow of data through the modules is as model agnostic as possible
#18
HarrisonWilde
closed
1 year ago
0
Write up full user guides for the GH Pages site
#17
HarrisonWilde
closed
11 months ago
0
Have an option to provide "rough" data
#16
HarrisonWilde
closed
1 year ago
1
Causal Structure investigations and development
#15
HarrisonWilde
opened
1 year ago
0
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