ATM
ATM copied to clipboard
HDI-Project
Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).
* ATM version: 0.2.3 * Python version: 3.8.5 * Operating System: Windows ### Description When I just ran ``` from atm import ATM atm = ATM() results = atm.run(train_path='pollution_1.csv') ```...
``` OperationalError Traceback (most recent call last) /anaconda/envs/azureml_py36/lib/python3.6/site-packages/sqlalchemy/engine/base.py in _execute_context(self, dialect, constructor, statement, parameters, *args) 1248 self.dialect.do_execute( -> 1249 cursor, statement, parameters, context 1250 ) /anaconda/envs/azureml_py36/lib/python3.6/site-packages/sqlalchemy/engine/default.py in do_execute(self, cursor, statement,...
* ATM version: * Python version:3.6 * Operating System:windows ### Description Describe what you were trying to get done. Tell us what happened, what went wrong, and what you expected...
Right now, if you create a datarun with a typo or just decide you don't want to run it, there's no simple way to remove it from the database. We...
Hi @csala!, Sorry it's been so long! I've been making progress with my research but hit a snag recently when trying to implement the state of the art SVM [ThunderSVM](https://github.com/Xtra-Computing/thundersvm)....
Right now there are just a couple of actual tests in the `test/` folder, and they leave huge portions of the code untouched. Eventually, we will need a suite of...
Current unit tests create a lot of tests elements both in the current working directory and in `/tmp/`, and rely on them for the testing. This should be changed, and...
If `enter_data()` is called with the same `train_path` twice in a row and the data itself hasn't changed, a new Dataset does not need to be created. We should add...
Hello, If I understood correctly currently ATM solves only classification tasks. I wonder if there is a plan for adding support for regression problems. Thanks
In between different runs of the ATM, the outputs of all the steps of the pipeline are "static," except for the input and output to the classifier that is chosen...
Metadata
Owner
Metadata
Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).