yandex-research rtdl-num-embeddings issues

yandex-research / rtdl-num-embeddings

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

https://arxiv.org/abs/2203.05556

MIT License

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Trying to reproduce some result from the paper

#21 IlyaTrofimov opened 2 weeks ago
1
What happens if you concatenate the features to the embedding?

#20 jamespinkerton opened 1 month ago
1
Improve _NLinear implementation to use less RAM

#19 dholzmueller closed 3 months ago
2
compute_bins falls with CUDA out of memory for big datasets

#18 daniilkk closed 2 months ago
1
Sensemaking

#17 firmai closed 4 months ago
2
How can I save model parameters? I want to load the pre-trained model by myself in other experiments

#16 Phoebe-ovo closed 1 year ago
2
How can I get the feature name of the data (X_num_train.npy)?

#15 Phoebe-ovo closed 1 year ago
1
About periodic config

#14 Minhvt34 closed 1 year ago
5
Parameter values in exp/.../xx.toml

#13 gy0425 closed 1 year ago
5
training config file

#12 morgsmss7 closed 1 year ago
4
How to use it to evaluate on other datasets and for other embedding algorithms?

#11 hedongyan closed 1 year ago
2
TypeError: decoding str is not supported

#10 hedongyan closed 1 year ago
6
data issue

#9 Jacob-X closed 1 year ago
7
How to inverse normalize the predictions ?

#8 manmeet3591 closed 1 year ago
2
What if use "continuous one-hot" or "bi-PLE" to alternate PLE

#7 xumwen closed 2 years ago
4
Perform a simple prediction from the tuned and trained best model ?

#6 manmeet3591 closed 2 years ago
4
Dataset link not working ？

#5 ZhaoShengjian closed 2 years ago
2
About the feature shapes of embeddings in MLP vs FT_Transformer

#4 yiqings closed 2 years ago
2
Where are PLE embeddings?

#3 Froskekongen closed 2 years ago
1