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ParSynthesizer trying to allocate an absurd about of memory for a small dataset
bug
Something isn't working
new
Automatic label applied to new issues
#2012
opened May 16, 2024 by
JonathanBhimani-Burrows
Lossvalues are good, but the quality of the synthetic data is bad... How??
new
Automatic label applied to new issues
question
General question about the software
#2010
opened May 16, 2024 by
ilkayyuksel
Repeted values in the sequence_index
bug
Something isn't working
data:sequential
Related to timeseries datasets
under discussion
Issue is currently being discussed
#2004
opened May 14, 2024 by
Ng-ms
pip install takes too long
new
Automatic label applied to new issues
question
General question about the software
#2001
opened May 13, 2024 by
Dharmik2510
where can I change the loss function of CTGAN
new
Automatic label applied to new issues
question
General question about the software
#2000
opened May 13, 2024 by
YujiaZhang
Update code to remove pandas Related to generating synthetic data after a model is built
internal
The issue doesn't change the API or functionality
FutureWarning
messages that's displayed for each row during conditional sampling
feature:sampling
#1996
opened May 7, 2024 by
srinify
Add support for generated columns when conditional sampling
feature request
Request for a new feature
feature:sampling
Related to generating synthetic data after a model is built
#1994
opened May 7, 2024 by
srinify
Add verbosity to Request for a new feature
TVAESynthesizer
feature request
#1990
opened May 6, 2024 by
npatki
Expose progress bars for data pre-processing during model fitting
feature: modeling
Related to training the model itself
feature request
Request for a new feature
#1983
opened May 3, 2024 by
srinify
PARSynthesizer model won't fit if sequence_index is missing
bug
Something isn't working
data:sequential
Related to timeseries datasets
#1972
opened Apr 30, 2024 by
srinify
Idea: Save only the model weights in the model PKL file instead of all the classes and other object properties
feature request
Request for a new feature
#1970
opened Apr 30, 2024 by
srinify
Class Imbalances
under discussion
Issue is currently being discussed
#1967
opened Apr 28, 2024 by
bdytx5
Could SDV add the support of Apple MPS backend
feature request
Request for a new feature
under discussion
Issue is currently being discussed
#1966
opened Apr 27, 2024 by
liuup
Optimize PARSynthesizer's performance
data:sequential
Related to timeseries datasets
feature request
Request for a new feature
#1965
opened Apr 26, 2024 by
srinify
DataProcessor
never gets assigned a table_name
.
bug
#1964
opened Apr 26, 2024 by
pvk-developer
Warn the user if they are trying to save an unfit synthesizer
feature request
Request for a new feature
#1961
opened Apr 24, 2024 by
npatki
Re-run the tutorial notebooks for the latest improvements
documentation
Docs, user guides or API
#1954
opened Apr 22, 2024 by
npatki
Update the evaluation verbosity examples in the docs
documentation
Docs, user guides or API
#1953
opened Apr 22, 2024 by
npatki
Move out the metadata update checks in _utils.py
feature request
Request for a new feature
#1946
opened Apr 22, 2024 by
R-Palazzo
synthetic data format is wrong based up on real data -Please help
under discussion
Issue is currently being discussed
#1943
opened Apr 22, 2024 by
Vasanthpravin
Investigate why minimum unit tests take long for mac
maintenance
Tasks related to infrastructure & dependencies
#1939
opened Apr 19, 2024 by
amontanez24
Allow constraints in PARSynthesizer (for all context cols, or all non-context columns)
feature request
Request for a new feature
#1936
opened Apr 18, 2024 by
npatki
Centralize root_tables function
internal
The issue doesn't change the API or functionality
#1934
opened Apr 18, 2024 by
gsheni
PAR DiagnosticReport not 1.0 with float categorical columns
bug
Something isn't working
data:sequential
Related to timeseries datasets
#1910
opened Apr 10, 2024 by
frances-h
If a parent has 0/1 children, HMASynthesizer may create constant data
bug
Something isn't working
data:multi-table
Related to multi-table, relational datasets
#1895
opened Apr 4, 2024 by
npatki
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