pytorch_tabular

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Seeking for multi-GPU training

6

Hello, I am wondering if there is some way to setup multi-GPU on a single machine for training because my data cannot be loaded on a single GPU (32GB). Thanks...

SHIMURA0

Help: Can not use grid search on Kaggle

2

I used pip to install pytorch_tabular on Kaggle, and try to uxe grid search to find good hyperparameters. ``` !pip install pytorch_tabular import gc import numpy as np import pickle...

gaojianan

ValueError: y contains previously unseen labels

2

**Describe the bug** I have two models. Model tabular_binary_model is trained by `binay_label`， Model tabular_multi_cls_model is trained by `label`. Both `label` and `binay_label` are in `df_test`. I run the code...

syuu1987

Updates the requirements on [wandb](https://github.com/wandb/wandb) to permit the latest version. Release notes Sourced from wandb's releases. v0.19.10 What's Changed Added The new reinit="create_new" setting causes wandb.init() to create a new...

dependabot[bot]

metrics are same(F1_score, acc, recall, precision)

1

When I set the config "model_config = FTTransformerConfig( task="classification", metrics=["f1_score", "accuracy","recall","auroc"], # embedding_initialization=None, embedding_bias=True, share_embedding = True, share_embedding_strategy="fraction", shared_embedding_fraction=0.25, metrics_params=[{"num_classes": num_classes, "average": "macro"}, {},{"num_classes": num_classes, "average": "macro"},{}], metrics_prob_input=[False,False,False,True] ) trainer_config...

mjiangtao

omegaconf.errors.ConfigKeyError: Key 'config' not in 'InferredConfig'

1

When I run the code 'omegaconf.errors.ConfigKeyError: Key 'config' not in 'InferredConfig'', it return a mistake that shows ' [5 rows x 3 columns] {'target': ['CVDdeath2024'], 'continuous_cols': ['Age', 'BMI', 'Waist', 'Hipline',...

mjiangtao

Help: custom loss for model_sweep

2

Following https://pytorch-tabular.readthedocs.io/en/latest/tutorials/13-Using%20Model%20Sweep%20as%20an%20initial%20Model%20Selection%20Tool/ I was able to adapt the model sweep to my problem. But i would like to use a custom loss during model sweep. For `tm = TabularModel(...)` it...

MarselScheer

Bumps [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish) from 1.12.2 to 1.12.4. Release notes Sourced from pypa/gh-action-pypi-publish's releases. v1.12.4 ✨ What's Changed The main theme of this patch release that the support for uploading PEP 639...

dependabot[bot]

[Maintenance] Updating the dependency versions and migration to `pyproject.toml`

2

**Is your feature request related to a problem? Please describe.** Right now, `pytorch-tabular` mainly uses `setup.py` and some dependency versions haven’t been updated in a while. For example: - [python...

phoeenniixx

# Add support for custom loss and metrics in `model_sweep` Fixes #544 - Custom loss, metrics, and optimizers can now be passed to `model_sweep` in the same way as `tabular_model.fit()`...

Atharva9621