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automatminer_dev workflow improvements

Open ardunn opened this issue 6 years ago • 3 comments

E.g., a method of MatPipe.

Takes in execution options (e.g., featurization and tpot in separate fireworks vs. everything in one firework) and returns a fireworks workflow to execute it. Should also take in the path to a data file on the executing computer resource, to actually run the workflow on.

Edit:

todo

  • [ ] add a workflow for predicting properties to benchdev

ardunn avatar Jan 18 '19 20:01 ardunn

could be simple (i.e., not as complex as what is on hmprivate)

def get_benchmarking_wf(matpipe_config, data_file, target, kfold, save_dir):
    returns wf

Then just saves all dfs, pipes, logs, digests, and text summaries in hmprivate style in the save_dir

ardunn avatar Mar 21 '19 05:03 ardunn

merging this issue with #227

ardunn avatar Oct 14 '19 11:10 ardunn

Todo:

  • separate the workflow into one firework for each of the 4 operations
  • make and test a workflow for single fits

ardunn avatar Nov 11 '19 01:11 ardunn