automl Auto-PyTorch issues

automl / Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

Apache License 2.0

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[ERROR] ActiveHyperparameterNotSetError

#509 jwpark0921 opened 3 weeks ago
0
[FIX] Typo in initial config for TimeSeries's TFT

#508 marcelovca90 opened 5 months ago
1
Multi-GPU support

#507 astro-kevin opened 6 months ago
0
bump dependency `sklearn>=1.0`

#506 Borda opened 11 months ago
3
[ERROR] [Client-AutoPyTorch:RefitLogger:1] Prediction for lgb failed with run state StatusType.TIMEOUT.

#505 CHDNY opened 1 year ago
0
Errors installing autoPyTorch

#504 LokeshBadisa closed 9 months ago
1
Errors on running example_tabular_classification.py

#503 lyz-sys opened 1 year ago
1
Can't install on Google Colab

#502 ericleonardo opened 1 year ago
4
Image Classification: API not finished

#501 AnaMiguelRodrigues1 opened 1 year ago
0
TypeError occurs when import TabularRegressionTask

#500 Songenyu opened 1 year ago
0
Error in using command "from autoPyTorch.api.time_series_forecasting import TimeSeriesForecastingTask"

#499 alirostami9972 opened 1 year ago
2
I ran autopytrch 0.2 on multiple datasets every time it picks the Dummy model

#498 AhangarAamir opened 1 year ago
1
ImportError: cannot import name 'AutoNetClassification' from 'autoPyTorch'

#497 WritingFairyTales opened 1 year ago
1
allow NoResamplingStrategyTypes to be passed to TrainEvaluator

#496 dengdifan opened 1 year ago
0
Generate a leaderboard for each model?

#495 caimiao0714 opened 1 year ago
0
AutoPytorch selects only Dummy model.

#494 shabir1 opened 1 year ago
4
Embeddings ablations roc

#493 ravinkohli closed 1 year ago
0
Question about how to maximize the search space

#492 christofer-f opened 1 year ago
1
[Feature request] time series classification

#491 Aceticia opened 1 year ago
2
Reg cocktails pytorch embedding roc

#490 ravinkohli opened 1 year ago
0
Ablation 1

#489 ravinkohli closed 1 year ago
0
The predict method of the base task expects to build a logger from a temporary folder

#488 samuelbortolinUH opened 1 year ago
0
Prediction on one sample produces error

#487 AlexanderZender opened 1 year ago
1
[ADD] Optimise on custom metric

#486 ravinkohli opened 1 year ago
1
Score fixed

#485 dengdifan opened 1 year ago
2
Score function error on example code

#484 antbz opened 1 year ago
2
Cannot run time-series example on GPU

#483 LuciusMos opened 1 year ago
1
[FIX] ROC AUC for multi class classification

#482 ravinkohli closed 1 year ago
0
[FIX] apply cutout for each row.

#481 ravinkohli closed 2 years ago
0
Improve `include_components` documentation

#480 theodorju opened 2 years ago
1
[Time series Forecasting] Continuous Ranked Probablity Score (CRPS) loss for probablity network ouput type

#479 dengdifan opened 2 years ago
2
where to find the available include_components list?

#478 fun1997 closed 2 years ago
2
Feature Request: Custom optimize_metric

#477 jmrichardson opened 2 years ago
0
[DOCS] Release notes v0.2.1

#476 ravinkohli closed 2 years ago
0
[RELEASE] v0.2.1

#475 ravinkohli closed 2 years ago
1
make pytorch Embedding layer for time series forecasting architectures

#474 dengdifan opened 2 years ago
0
Error installing pyrfr

#473 Daniel-Trung-Nguyen closed 2 years ago
3
chore: update Readme for submodules install

#472 na018 closed 2 years ago
0
[ADD] Robustly refit models in final ensemble in parallel

#471 ravinkohli closed 2 years ago
3
zsh: no matches found: autoPyTorch[forecasting]

#470 na018 closed 2 years ago
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 Yuang-Deng closed 2 years ago
3
[ADD] Documentation update in `base_trainer.py`

#468 theodorju closed 2 years ago
0
[FIX] Numerical stability scaling for timeseries forecasting tasks

#467 dengdifan closed 2 years ago
1
[FIX] pipeline options in `fit_pipeline`

#466 ravinkohli closed 2 years ago
1
[FIX] results management and visualisation with missing test data

#465 ravinkohli closed 2 years ago
1
checks for time series dataset split

#464 dengdifan closed 2 years ago
1
[AssertionError in `fit_pipeline()` when `pipeline_options` is not None

#463 PhMueller closed 2 years ago
2
Extremely long time-series data leads causes evaluation failure

#462 RobbyW551 closed 2 years ago
7
A forecast horizon of 5 leads to "ValueError: 'a' cannot be empty unless no samples are taken" in time-series forecast example

#461 RobbyW551 closed 2 years ago
2
ValueError: Active hyperparameter 'network_backbone:seq_encoder:block_1:MLPDecoder:auto_regressive' not specified!

#460 Yuang-Deng closed 2 years ago
3