https://github.com/augustunderground/mlflow-hs

Log to MLFlow Tracking server from Haskell

https://github.com/augustunderground/mlflow-hs

Science Score: 13.0%

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  • Scientific vocabulary similarity
    Low similarity (1.7%) to scientific vocabulary

Keywords

haskell mlflow
Last synced: 5 months ago · JSON representation

Repository

Log to MLFlow Tracking server from Haskell

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Topics
haskell mlflow
Created almost 4 years ago · Last pushed almost 4 years ago
Metadata Files
Readme Changelog License

README.md

mlflow-hs

Rudimentary and mostly incomplete bindings for logging to an mlflow tracking server from Haskell.

Basic Usage

Launch tracking server:

bash $ mlflow server -h 0.0.0.0 -p 5000

Import the MLFlow module:

haskell import MLFlow

Set Tracking URI:

haskell uri = trackingURI' "localhost" 5000

Create Experiment:

haskell experimentId <- createExperiment uri "experiment_name"

Create Run:

haskell runId' <- runId . runInfo <$> createRun baseUrl experimentId []

Log Metric:

haskell res <- logMetric uri runId' "some_metric" 6.66 0

Owner

  • Name: ynk
  • Login: AugustUnderground
  • Kind: user
  • Location: Innsmouth
  • Company: @electronics-and-drives

PhD Student at Reutlingen University

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Dependencies

mlflow-hs.cabal hackage
  • aeson *
  • base >=4.7 && <5
  • bytestring *
  • containers *
  • lens *
  • time *
  • wreq *
  • aeson * test
  • base >=4.7 && <5 test
  • bytestring * test
  • containers * test
  • lens * test
  • mlflow-hs * test
  • time * test
  • wreq * test