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worldbank
/
REaLTabFormer
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
https://worldbank.github.io/REaLTabFormer/
MIT License
212
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24
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fix args name mismatch
#91
vukasin
closed
1 week ago
4
Newest transformers v4.46.0 crashes .fit() [BREAKING Change]
#90
N1h1l1sT
closed
1 week ago
1
`PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate`.
#89
bxz9200
closed
1 month ago
1
Update README.md
#86
avsolatorio
closed
1 month ago
0
Update default epochs to 1000 and add note about optimal stopping cri…
#85
avsolatorio
closed
1 month ago
0
Disabling checkpoints saving
#84
N1h1l1sT
opened
2 months ago
0
Feat/update requirements and use Python 3.8 as supported minimum version
#83
avsolatorio
closed
3 months ago
0
Impute Missing Values in DataFrame Using Tabular Model
#82
efstathios-chatzikyriakidis
opened
4 months ago
0
Crash using model.predict() to predict a column
#81
I-Mamalikidis
opened
4 months ago
0
OSError: rtf_checkpoints/not-best-disc-model does not appear to have a file named config.json,
#80
MonishSoundarRaj
closed
5 months ago
1
Generating Balanced Synthesized Data
#79
erland-ramadhan
opened
6 months ago
1
Error on mps device
#78
qzhu2017
closed
5 months ago
1
How can we create more synthetic data?
#77
limhasic
closed
5 months ago
2
Use 'int64' and bump version to v0.1.7
#76
avsolatorio
closed
7 months ago
0
Bug in process_datetime_data() converting datetime to int
#75
efstathios-chatzikyriakidis
closed
7 months ago
2
Missing value imputation on regular data
#74
RejwankabirHamim
opened
7 months ago
1
Bump version to v0.1.6
#73
avsolatorio
closed
7 months ago
0
Remove use of .view when casting timestamp to int
#72
avsolatorio
closed
7 months ago
0
Bug in process_datetime_data() when using pandas 2.2.1
#71
efstathios-chatzikyriakidis
closed
7 months ago
1
missing data
#70
limhasic
opened
7 months ago
2
RuntimeError: Error(s) in loading state_dict for GPT2LMHeadModel: size mismatch for transformer.wte.weight
#69
akefhabbal-qu
opened
8 months ago
0
Documentation page not working
#68
sfragkoul
closed
7 months ago
2
Question for Generate Synthetic data To compare HMA and REaLTabFormer
#67
limhasic
opened
8 months ago
2
OSError: rtf_checkpoints/not-best-disc-model does not appear to have a file named config.json.
#66
AhmadKajjan-QU
opened
8 months ago
2
Could order of columns affect performance of synthetic data quality?
#65
efstathios-chatzikyriakidis
opened
9 months ago
2
Python datetime.date data type is handled as str and datatype handling in general
#64
efstathios-chatzikyriakidis
opened
9 months ago
0
Parallelization of inference/generation in both tabular and child models.
#63
efstathios-chatzikyriakidis
opened
9 months ago
0
Maximum number of columns limitation in tabular GPT-2 model?
#62
efstathios-chatzikyriakidis
opened
9 months ago
0
rtf_checkpoints bug when fitting the GeoValidator example model
#61
martinjurkovic
opened
9 months ago
0
Early stopping with sensitivity vs validation loss metric and the effects on synthetic data quality.
#60
efstathios-chatzikyriakidis
closed
9 months ago
2
Out of memory exception on tabular model with 25k rows and 37 columns
#59
efstathios-chatzikyriakidis
closed
9 months ago
3
Is it possible to run REalTabFormer on AWS Inferentia and Trainium VM instances?
#58
efstathios-chatzikyriakidis
opened
10 months ago
0
Inquiries on fitting parent and child tables
#57
ThomasK1018
opened
10 months ago
0
Multi-GPU training
#56
vinay-k12
opened
11 months ago
1
Update docs requirements
#55
avsolatorio
closed
1 year ago
0
Fix docs sphinx-autoapi version and run action on push to main
#54
avsolatorio
closed
1 year ago
0
Apply patches and build new release
#53
avsolatorio
closed
1 year ago
0
cannot import name 'is_fairscale_available' from 'transformers.integrations
#52
waylonli
closed
1 year ago
1
Bug in REaLTabFormer.sample() when relational model generates no data
#51
efstathios-chatzikyriakidis
closed
1 year ago
3
Bump version for release v0.1.4
#50
avsolatorio
closed
1 year ago
0
Possible Improvements for CPU inference
#49
australDream
opened
1 year ago
0
Conditional generation?
#48
gminorcoles
closed
10 months ago
4
Possible mix-up of token columns
#47
liu305
closed
9 months ago
2
See "IndexError: index out of range in self" when related_num parameter is specified in child model sampler
#46
liu305
closed
1 year ago
1
Transaction datetime in the child table is not sequential
#45
liu305
closed
1 year ago
1
Generated datetime value in the child table is invalid
#44
liu305
opened
1 year ago
2
Running Realtab on Macs
#43
vinay-k12
closed
1 year ago
4
Logistic detection metric
#42
zechchair
closed
1 year ago
5
Resolves #37: Use explicit optim="adamw_torch" to suppress deprecation warning
#41
avsolatorio
closed
1 year ago
0
ERROR: multiprocess 0.70.15 has requirement dill>=0.3.7, but you'll have dill 0.3.6 which is incompatible.
#40
echatzikyriakidis
opened
1 year ago
1
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