awslabs/autogluon: AutoGluon: AutoML for Image, Text, and Tabular Data

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autogluon Recent Issues

Issue Title State Comments Created Date Updated Date
[BUG] Doesn't work alongside "BioTransformers" library open 0 2022-09-28 2022-09-21
Can't train Multimodal model with models like categorical transformer and numerical transformer open 0 2022-09-27 2022-09-21
[BUG] AutoMLPipelineFeatureGenerator makes weird value when input is object dtype (pandas) closed 1 2022-09-27 2022-09-21
[BUG] EvalMetric "spearmanr" doesn't work on GPU open 0 2022-09-25 2022-09-21
'train_acc': -1, 'valid_acc': -1 open 6 2022-09-22 2022-09-21
AG TextPredictor latency issues open 3 2022-09-18 2022-09-21
Add warning in doc site about using pickle load open 0 2022-09-16 2022-09-21
Have a property in TabularPredictor to track the original feature columns closed 0 2022-09-14 2022-09-21
[BUG]Frequency not provided and cannot be inferred open 11 2022-09-12 2022-09-21
Issue in the bagging and stacking closed 2 2022-09-10 2022-09-21
[BUG] ImagePredictor is too slow with fit open 3 2022-09-07 2022-09-21
[BUG] Interpretable Model Fit fails with "object has no attribute '_ohe'" when no categorical features provided open 2 2022-09-05 2022-09-21
I got an error while running a regression on the house prediction dataset. closed 1 2022-09-01 2022-09-21
how to config TextPredictor batch size and text max_length open 1 2022-08-31 2022-09-21
How to effectively use multi-core parallelism on high performance computers? open 0 2022-08-29 2022-09-21
Improve ease of use of `.plot_ensemble_model()` open 2 2022-08-26 2022-09-21
[BUG] The kernel appears to have died while running AutoGluon in Jupyter open 2 2022-08-25 2022-09-21
[Enhancement] Add generic missing value imputation flag for models open 0 2022-08-25 2022-09-21
[BUG] Ray-based Tuning Optimization closed 1 2022-08-25 2022-09-21
[BUG] Ray based Tuning does not use default hyperparameters for first trial open 0 2022-08-25 2022-09-21
What languages does the TabularPredictor support in multimodal mode? closed 5 2022-08-22 2022-09-18
[BUG] Exception caused NeuralNetFastAI_BAG_L1 to fail during training? open 3 2022-08-20 2022-09-18
Clearer instructions on custom dataset-wide hyperparameters open 0 2022-08-20 2022-09-18
Missing documentation about multimodal matching open 1 2022-08-18 2022-09-16
Using Tensorboard in AutoMM open 2 2022-08-18 2022-09-09
Documentation on finetuning multilingual OpenAI Clip model open 0 2022-08-18 2022-09-19
Check Python Version on predictor load closed 0 2022-08-18 2022-09-09
Segmentation Fault when Importing AutoGluon open 3 2022-08-16 2022-09-09
Unable to use FT Transformer for tabular data closed 2 2022-08-16 2022-09-09
Normalize unicode data preprocess feature for tabular data open 2 2022-08-14 2022-09-25
Enable dynamic batching for inference open 1 2022-08-12 2022-09-09
predict_proba for timeseries forecasting closed 2 2022-08-08 2022-09-28
Passing a non string path can cause unexpected behavior closed 2 2022-08-08 2022-09-09
[Doc] Improve Python Environment Setup Instructions open 1 2022-08-05 2022-09-08
AutoGluon Runs more than the given time limit. open 5 2022-08-04 2022-09-04
UserWarning: resource_tracker: There appear to be 11 leaked semaphore objects to clean up at shutdown closed 1 2022-08-04 2022-09-16
[Tutorial] Notice a Typo in Tabular Prediction > Training models with GPU support closed 0 2022-08-03 2022-09-04
TimeSeriesPredictor: predictor.fit() KeyError: 0 closed 5 2022-07-31 2022-09-04
Tabular Data - Key Error with Customer Metric and Out of Memory Error with default metric open 0 2022-07-30 2022-09-04
[BUG] TabularPredictor fails with fit_extra for regression open 3 2022-07-28 2022-09-25
[BUG] MultiModalPredictor crashes in best_quality mode closed 2 2022-07-21 2022-09-05
Using AutoGluon in Colab open 1 2022-07-19 2022-09-18
[Feature Request] API tweaks open 0 2022-07-19 2022-09-01
[BUG] PR #1956 using arg `refit_full=True` for `predictor.fit_weighted_ensemble()` Gets **Inconsistent Return** open 0 2022-07-19 2022-09-01
[BUG] Cannot install AutoGluon in Anaconda closed 1 2022-07-18 2022-09-01
TextPredictor CUDA preferences closed 3 2022-07-12 2022-09-23
[BUG] GPU memory not cleared proper when calling ray in AutoMM open 1 2022-07-12 2022-09-01
[BUG] Ray is no longer an optional dependency closed 0 2022-07-12 2022-09-13
[BUG] KeyError: 'estimator' open 1 2022-07-11 2022-09-01
PyTorch 1.12 Support closed 6 2022-07-09 2022-09-23

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