I'm using Autogluon package to train some models and then make predictions. The file structure in my project looks like this:
There is a folder called "Models" where I'm storing models for different chemical analytes. In each analyte's folder there is a learner.pkl, predictor.pkl, and a folder called "models" with trained models and trainer.pkl
Everything works fine until I call predict() method on TabularPredictor.
model_savepath = "Models/ascorbic acid-model"
model = TabularPredictor.load(model_savepath, require_version_match=False, verbosity=4)
to_predict = data_to_train.iloc[[0]].drop("Final", axis=1)
model.predict(to_predict)
Then I'm getting the following error:
FileNotFoundError: [Errno 2] No such file or directory: 'Models/ascorbic acid-model/models//WeightedEnsemble_L2model.pkl'
For some reason the file name is mixed with the folder name. It says it tries to load weightedensemble_L2model.pkl instead of weighedensemble_L2/model.pkl.
Why is that?
I tried changing the path or training model on linux instead of windows, nothing worked so far.
