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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
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Bug when running tabular.fit() and tabular.sample() with CPU
#33
ChristinaChr
opened
1 year ago
2
_validate_get_device() could be nice to be called also in model.sample() and model.predict()
#32
echatzikyriakidis
closed
1 year ago
2
Bug in model.sample() when column contains integer values while column type is string.
#31
echatzikyriakidis
closed
1 year ago
5
AssertionError: The target length 10 of the data doesn't include the numeric precision at 20. Increase max_len to at least 22.
#30
vinay-k12
closed
1 year ago
2
How to model a child table with multiple foreign keys?
#29
echatzikyriakidis
opened
1 year ago
0
Is it possible to do iterative training? Load the weight and retrain on new data.
#28
vinay-k12
closed
1 year ago
2
Use different join columns (parent_join_on, child_join_on) in relational model fit method.
#27
echatzikyriakidis
opened
1 year ago
0
Speeding the training on mixed data set - categorical data, numerical and text.
#26
vinay-k12
closed
1 year ago
1
Add accelerate dependency and bump version for release v0.1.3
#25
avsolatorio
closed
1 year ago
0
Unable to complete training in colab
#24
vinay-k12
closed
1 year ago
2
CPU OOM during tokenization - Tabular format
#23
mohanvrk
closed
1 year ago
3
Relational Training: CUDA OOM Out of Memory Error
#22
solitaryangler
closed
1 year ago
4
How to model N-M association tables?
#21
echatzikyriakidis
opened
1 year ago
0
Include Documentation
#20
g4brielvs
closed
1 year ago
2
Update version for release 0.1.2
#19
avsolatorio
closed
1 year ago
0
New PyPi release
#18
echatzikyriakidis
closed
1 year ago
2
No progress in model training for large number of columns
#17
vinay-k12
closed
1 year ago
4
Support for pre-computation, saving, and loading of the sensitivity threshold
#16
avsolatorio
opened
1 year ago
0
Is it possible to utilize Distributed Training and/or Parallel Sampling with the library?
#15
echatzikyriakidis
closed
1 year ago
5
GPU CUDA: Out Of Memory when training many models
#14
echatzikyriakidis
closed
1 year ago
4
Is there a rule of thumb for NUM_BOOTSTRAP?
#13
echatzikyriakidis
closed
1 year ago
2
Is the calculation of num_train_epochs correct?
#12
echatzikyriakidis
closed
1 year ago
2
Is there a way to overcome output max length limitation?
#11
echatzikyriakidis
closed
1 year ago
5
No train with sensitivity for Relational model?
#10
echatzikyriakidis
closed
1 year ago
2
Can the model learn relationships of columns in long distance tables?
#9
echatzikyriakidis
closed
1 year ago
3
Model save only works for Tabular model type.
#8
echatzikyriakidis
closed
1 year ago
2
Fixes #6: Don't fail when tables have no numeric data
#7
avsolatorio
closed
1 year ago
0
Problem when fitting dataframe with only categorical features.
#6
echatzikyriakidis
closed
1 year ago
2
Can we treat the method as one of data augmentation?
#5
froggyis
closed
1 year ago
2
No "unique_id" in the child table
#4
sniperyyc
closed
1 year ago
1
Control transformers verbosity
#3
avsolatorio
opened
1 year ago
0
Track the column size and the number of digits in numerical fields for the transformation of `seed_input`
#2
avsolatorio
opened
1 year ago
0
Support bert encoder
#1
avsolatorio
closed
1 year ago
0
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