16 Pull requests merged by 5 people

• [timeseries] Fix exception raised when invalid path provided

  #4386 merged Aug 19, 2024

• [timeseries] Fix off-by-one error in DirectTabular length check

  #4395 merged Aug 19, 2024

• [tabular] raise_on_no_models_fitted=True

  #4400 merged Aug 16, 2024

• [tabular] Fix log_to_file docstring

  #4399 merged Aug 16, 2024

• Skip temperature scaling if negative temperature, increase learning rate

  #4397 merged Aug 16, 2024

• [tabular] Add RF ONNX compilation unit test

  #4398 merged Aug 16, 2024

• Added Copy Files s3 Util Function

  #4404 merged Aug 16, 2024

• [Tabular] Support for Raising an Error When No Models Were Trained Successfully During fit()

  #4389 merged Aug 15, 2024

• [Tabular,Core] Fix Temperature Scaling

  #4396 merged Aug 15, 2024

• Addressed Unexpected Torch Seed Behavior with Dataloader

  #4391 merged Aug 15, 2024

• [tabular] Add informative logging for NN_TORCH time exceeded

  #4382 merged Aug 14, 2024

• [tabular] Fix exception in HPO when only specifying one of num_cpus/num_gpus

  #4384 merged Aug 14, 2024

• [core] Speed up EnsembleSelection._fit

  #4367 merged Aug 14, 2024

• Add Kaggle Grand Prix episode 3 and 4 results to AWESOME.md

  #4380 merged Aug 12, 2024

• [tabular] Fix exception when >20 configs present in medium quality preset

  #4379 merged Aug 12, 2024

• [tabular] Add ag.compile parameter to models

  #4354 merged Aug 12, 2024

4 Pull requests opened by 2 people

• [common] Add utility methods to FeatureMetadata

  #4401 opened Aug 15, 2024

• [tabular] Add `mcc` metric to eval_metric docstring

  #4402 opened Aug 16, 2024

• [tabular] Fix feature pruning crash on Windows

  #4405 opened Aug 16, 2024

• [Tabular] Fix ROC AUC Average for Macro is Macro

  #4407 opened Aug 18, 2024

6 Issues closed by 3 people

• [timeseries] Improve error message when specifying an invalid path to load

  #4291 closed Aug 19, 2024

• [BUG] Time series tabular model always uses fallback method (SeasonalNaive) for time series of length 1

  #4369 closed Aug 19, 2024

• TabularPredictor and the default value of log_to_file

  #4377 closed Aug 16, 2024

• [BUG] Issues with FastAI and PyTorch when using best_quality preset HPO params

  #4375 closed Aug 14, 2024

• conv-lora detection head

  #4387 closed Aug 14, 2024

• What does "gluon" mean?

  #4378 closed Aug 12, 2024

9 Issues opened by 8 people

• Disable bagging and Enable stacking

  #4408 opened Aug 19, 2024

• Improve CPU training times for catboost

  #4406 opened Aug 18, 2024

• AutoML for graphs

  #4394 opened Aug 15, 2024

• [BUG] `CrostonOptimize` and `CrostonClassic` are not supported

  #4393 opened Aug 15, 2024

• [BUG] Unable to reproduce results on different UNIX machines with TimeSeriesPredictor (TFT and PatchTST)

  #4392 opened Aug 15, 2024

• Feature Selection in Tabular predictor failed when the number of trianing data is larger than the ''n_train_subsample' setting

  #4390 opened Aug 15, 2024

• How to obtain fitted values with TimeSeriesPredictor?

  #4388 opened Aug 14, 2024

• [BUG] ValueError: Input X contains infinity or a value too large for dtype('float32')

  #4383 opened Aug 13, 2024

• [tabular] Add support for sample weight in `.refit_full(..., train_data_extra=...)`

  #4381 opened Aug 12, 2024

10 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [tabular] Add initial callbacks support

  #4327 commented on Aug 16, 2024 • 4 new comments

• Add support for Python 3.12

  #4046 commented on Aug 12, 2024 • 0 new comments

• [BUG] I run the hyper parameter optimization with these methods, so I always get this error

  #4370 commented on Aug 12, 2024 • 0 new comments

• Refit models using new data

  #2641 commented on Aug 13, 2024 • 0 new comments

• How to use predict_oof is not given in detail

  #4343 commented on Aug 13, 2024 • 0 new comments

• [tabular] sklearnex LinearModel Performance Degradation

  #4280 commented on Aug 15, 2024 • 0 new comments

• [BUG] HF Text Models in MultiModalPredictor: torch.clamp Issue on MacBook Silicon MPS

  #4374 commented on Aug 16, 2024 • 0 new comments

• Time Series Predictor: Changing the random seed does not change results for all models

  #4362 commented on Aug 16, 2024 • 0 new comments

• Adding F2 to evaluation metrics

  #4371 commented on Aug 17, 2024 • 0 new comments

• [BUG] I got error in running Deepar model

  #4275 commented on Aug 19, 2024 • 0 new comments