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ml4ai / delphi

Framework for assembling causal probabilistic models from text and software.
http://ml4ai.github.io/delphi
Apache License 2.0
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Early Stopping of model Training #561

Closed jastier closed 2 years ago

jastier commented 2 years ago

What's different:

  1. Model training now stops early if the log_likelihood values converge over predetermined sampling interval.
  2. The minimum log_likelihood delta and the sampling interval are set in "config.json"
  3. Runtime output is now saved to a logfile, "logfile.txt"
  4. All database operations are now tested for success and retried if they fail.
  5. Low-latency model_status and experiment_status tables are rebuilt at startup sync with models and experiments