sdv-dev / SDGym

Benchmarking synthetic data generation methods.

sdv-dev/SDGym Issues

Docs for AWS integration are incorrect
Updated 3 days ago
Switch to using ruff for Python linting and code formatting
Updated 3 days ago
Bump verions SDV, SDMetrics and RDT
Closed 15 days ago
Only run unit and integration tests on oldest and latest python versions for macos
Closed 24 days ago
Remove FastML Synthesizer
Closed a month ago
Add support for Python 3.12
Closed a month ago
Cleanup automated PR workflows
Closed a month ago
Add bandit workflow
Closed 2 months ago
Fix minimum version workflow when pointing to github branch
Closed 2 months ago
Add dependency checker
Closed 2 months ago
Add run_on_ec2 flag to benchmark_single_table
Closed 3 months ago
Remove bumpversion and use bump-my-version
Closed 3 months ago
The `UniformSynthesizer` should follow the sdtypes in metadata (not the data's dtypes)
Closed 3 months ago
Transition from using setup.py to pyproject.toml to specify project metadata
Closed 3 months ago
Remove anyio usage
Closed 8 months ago
Switch default branch from master to main
Closed 2 months ago1
Add support for Python 3.11
Closed 10 months ago
Drop support for Python 3.7
Closed a year ago
Add 'pytest-runner>=2.11.1' dependency
Closed 3 months ago
Fix typos in the docs
Closed 3 months ago1
Dockerfile error
Updated 6 months ago1
Binary Classification metric fails with unknown category (`ValueError`)
Updated 7 months ago2
PrivBayes
Closed 7 months ago2
add categorical data generators
Closed 7 months ago4
TypeError: '(slice(None, None, None), 0)' is an invalid key when using SDGYM synthesizers on locally stored data files
Closed 7 months ago2
load_dataset fails for
Closed 7 months ago4
Add ability to load and inspect individual datasets
Updated 7 months ago1
`expedia_hotel_log` doesn't work
Closed 7 months ago2
ImportError: cannot import name 'Metadata' from 'sdv'
Closed a year ago2
(Known issue, workaround provided) Problems with importing SDGym
Closed a year ago1
Remove pomegranate
Closed a year ago
limit_dataset_size causes sdgym to crash
Closed a year ago
benchmark_single_table crashes with metadata dict
Closed a year ago
timeout parameter causes sdgym to crash
Closed a year ago
Passing None as synthesizers runs all of them
Closed a year ago2
SDGym is not working with latest torch
Closed a year ago
Cleanup SDGym to the new SDV 1.0 metadata and synthesizers
Closed a year ago
Code Refactoring
Closed a year ago
Add functions to top level import
Closed a year ago
Fix sdgym --help
Closed a year ago
The `IndependentSynthesizer` should follow the sdtypes in the metadata (not the data's dtypes)
Updated a year ago
Make `benchmark_single_table` fault-tolerant
Closed a year ago1
Can't download datasets if `.aws` config is present
Updated a year ago
Remove arguments in `get_available_datasets`
Closed a year ago
Accept `metadata.json` as valid metadata file.
Closed a year ago
Check if file or folder exists before writing benchmarking results
Closed a year ago
Rename benchmarking argument "evaluate_quality" to "compute_quality_score"
Closed a year ago
`IndependentSynthesizer` is printing out `ConvergeWarning` too many times
Closed a year ago
Benchmarking progress bar should update on one line
Closed a year ago
Training vs. sampling logic for `IndependentSynthesizer` is not fully abstracted
Closed a year ago