automl/Auto-PyTorch

Issues

• Is this repo dead?

  #510 opened 2 months ago by BradKML
  1

• [ERROR] ActiveHyperparameterNotSetError

  #509 opened 4 months ago by jwpark0921
  0

• Errors on running example_tabular_classification.py

  #503 opened a year ago by lyz-sys
  1

• Multi-GPU support

  #507 opened 10 months ago by astro-kevin
  0

• [Time series Forecasting] Continuous Ranked Probablity Score (CRPS) loss for probablity network ouput type

  #479 opened 2 years ago by dengdifan
  2

• Errors installing autoPyTorch

  #504 opened a year ago by LokeshBadisa
  1

• I ran autopytrch 0.2 on multiple datasets every time it picks the Dummy model

  #498 opened 2 years ago by AhangarAamir
  1

• Can't install on Google Colab

  #502 opened a year ago by ericleonardo
  4

• [ERROR] [Client-AutoPyTorch:RefitLogger:1] Prediction for lgb failed with run state StatusType.TIMEOUT.

  #505 opened a year ago by CHDNY
  0

• Multi-label classification error?

  #392 opened 3 years ago by redreamality
  2

• Score function error on example code

  #484 opened 2 years ago by antbz
  2

• Error in using command "from autoPyTorch.api.time_series_forecasting import TimeSeriesForecastingTask"

  #499 opened a year ago by alirostami9972
  2

• Image Classification: API not finished

  #501 opened a year ago by AnaMiguelRodrigues1
  0

• TypeError occurs when import TabularRegressionTask

  #500 opened a year ago by Songenyu
  0

• AutoPytorch selects only Dummy model.

  #494 opened 2 years ago by shabir1
  4

• ImportError: cannot import name 'AutoNetClassification' from 'autoPyTorch'

  #497 opened 2 years ago by WritingFairyTales
  1

• [Feature request] time series classification

  #491 opened 2 years ago by Aceticia
  2

• Upgrade Scikit-learn to 1.1+

  #436 opened 3 years ago by auvipy
  4

• Generate a leaderboard for each model?

  #495 opened 2 years ago by caimiao0714
  0

• Question about how to maximize the search space

  #492 opened 2 years ago by christofer-f
  1

• The predict method of the base task expects to build a logger from a temporary folder

  #488 opened 2 years ago by samuelbortolinUH
  0

• Initial feature encoder 'OneHotEncoder' is not allowed to use in time-series forecasting task

  #457 opened 2 years ago by RobbyW551
  4

• Prediction on one sample produces error

  #487 opened 2 years ago by AlexanderZender
  1

• Feature Request: Custom optimize_metric

  #477 opened 2 years ago by jmrichardson
  0

• Cannot run time-series example on GPU

  #483 opened 2 years ago by LuciusMos
  1

• Improve `include_components` documentation

  #480 opened 2 years ago by theodorju
  1

• where to find the available include_components list?

  #478 opened 2 years ago by fun1997
  2

• Extremely long time-series data leads causes evaluation failure

  #462 opened 2 years ago by RobbyW551
  7

• "ValueError: Configuration passed does not come from the same configuration space." encountered when evaluating configurations in time-series forecasting.

  #458 opened 2 years ago by RobbyW551
  5

• sprint_statistics() method gives KeyError: 'test_loss' in 0.2 version

  #455 opened 2 years ago by shabir1
  5

• time-series config json file missing when running example code

  #456 opened 2 years ago by RobbyW551
  2

• [AssertionError in `fit_pipeline()` when `pipeline_options` is not None

  #463 opened 2 years ago by PhMueller
  2

• ValueError: Expected parameter df (Tensor of shape (32, 168, 1)) of distribution Chi2() to satisfy the constraint GreaterThan(lower_bound=0.0), but found invalid values

  #469 opened 2 years ago by Yuang-Deng
  3

• Error installing pyrfr

  #473 opened 2 years ago by Daniel-Trung-Nguyen
  3

• [enhance] Replace column selectors with sklearn funcs

  #393 opened 3 years ago by nabenabe0928
  0

• Documentation update

  #406 opened 2 years ago by ArlindKadra
  0

• zsh: no matches found: autoPyTorch[forecasting]

  #470 opened 2 years ago by na018
  2

• ValueError: Active hyperparameter 'network_backbone:seq_encoder:block_1:MLPDecoder:auto_regressive' not specified!

  #460 opened 2 years ago by Yuang-Deng
  3

• A forecast horizon of 5 leads to "ValueError: 'a' cannot be empty unless no samples are taken" in time-series forecast example

  #461 opened 2 years ago by RobbyW551
  2

• [feat] Provide column dtypes explicitly

  #394 opened 2 years ago by nabenabe0928
  1

• [DOC] Add documentation changes for time series tasks.

  #438 opened 2 years ago by ravinkohli
  0

• [feat] Dataset compression for time series forecasting tasks

  #440 opened 3 years ago by dengdifan
  0

• Pynisher `1.0.0` will have backwards breaking changes

  #433 opened 3 years ago by eddiebergman
  0

• Disable Preprocessing

  #431 opened 3 years ago by damirpolat
  1

• Got Changing the dtype of the features after fit() is not supported exception while predict.

  #429 opened 3 years ago by shabir1
  1

• Make use of data more by devising subsampling

  #426 opened 3 years ago by nabenabe0928
  2

• Replace `Embedding` to use `nn.Embedding` from pytorch

  #428 opened 3 years ago by ravinkohli
  0

• What are all possible values in the include_components param in TabularClassificationTask

  #419 opened 3 years ago by shabir1
  1

• Can we run only RandomForest and KNN from Traditional?, and how?

  #420 opened 3 years ago by shabir1
  1

• Subsampling vs feature selection?

  #414 opened 3 years ago by nabenabe0928
  1