Improve mlflow integration and add more models #1331
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thinkall
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thinkall
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leafy-lee
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Aug 12, 2024
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* Add more spark models and improved mlflow integration * Update test_extra_models, setup and gitignore * Remove autofe * Remove autofe * Remove autofe * Sync changes in internal * Fix test for env without pyspark * Fix import errors * Fix tests * Fix typos * Fix pytorch-forecasting version * Remove internal funcs, rename _mlflow.py * Fix import error * Fix dependency * Fix experiment name setting * Fix dependency * Update pandas version * Update pytorch-forecasting version * Add warning message for not has_automl * Fix test errors with nltk 3.8.2 * Don't enable mlflow logging w/o an active run * Fix pytorch-forecasting can't be pickled issue * Update pyspark tests condition * Update synapseml * Update synapseml * No parent run, no logging for OSS * Log when autolog is enabled * upgrade code * Enable autolog for tune * Increase time budget for test * End run before start a new run * Update parent run * Fix import error * clean up * skip macos and win * Update notes * Update default value of model_history
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Why are these changes needed?
To improve mlflow integration and add more models.
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