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Commits on Apr 23, 2021

• Add Pyspark ML autologging examples (mlflow#4265)

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  harupy

  authored
  bdacd03

• Implementation: pyspark ML autologging for pipeline (mlflow#4263)

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  WeichenXu123

  authored
  768d8f1

• Update CHANGELOG for 1.16.0 release (mlflow#4282)

  Show description for 4a13db1
  

  3 peopleauthored
  4a13db1

• Update package versions (mlflow#4280)

  Show description for 06c8015
  harupy

  authored
  06c8015

• Add dev version of spark to cross version tests (mlflow#4266)

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  harupy

  authored
  e3a42db

• Add tests to ensure database can be initialized for postgresql and mysql (mlflow#4275)

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  harupy

  authored
  b9c0318

Commits on Apr 22, 2021

• Separate MLeap jars in spark tests (mlflow#4268)

  Show description for 94581a3
  harupy

  authored
  94581a3

• Fix flaky test (mlflow#4274)

  Show description for 849bde9
  dbczumar

  authored
  849bde9

Commits on Apr 21, 2021

• Add argument type annotations (mlflow#4255)

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  harupy

  authored
  11898c5

Commits on Apr 19, 2021

• Enable spark_udf to use column names from model signature by default (mlflow#4236)

  Show description for 25379a3
  Loquats

  authored
  25379a3

• Update Cross version tests on spark to include allowlist suite. (mlflow#4264)

  Show description for a0e66ce
  WeichenXu123

  authored
  a0e66ce

• Move utility functions used in sklearn autologging to reuse them in pyspark autologging (mlflow#4252)

  Show description for c603c37
  harupy

  authored
  c603c37

• Implementation: pyspark autologging for basic estimator (mlflow#4228)

  Show description for 92520df
  WeichenXu123

  authored
  92520df

Commits on Apr 16, 2021

• Add datetime data type for MLflow model signatures (mlflow#4241)

  Show description for 3b49b28
  vperiyasamy

  authored
  3b49b28

• remove h5py from extra-ml-requirements.txt (mlflow#4254)

  Show description for 1e62cc3
  harupy

  authored
  1e62cc3

• Unpin pyspark in cross version tests for keras (mlflow#4253)

  Show description for ab9d8d3
  harupy

  authored
  ab9d8d3

• Add return type annotations to key MLflow APIs (mlflow#4242)

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  harupy

  authored
  5823776

Commits on Apr 15, 2021

• Add spark model export tests in cross version tests (mlflow#4247)

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  harupy

  authored
  6bbd93e

• Fix (mlflow#4231)

  Show description for 9187181
  dbczumar

  authored
  9187181

Commits on Apr 14, 2021

• Separate MLeap tests and unpin pyspark (mlflow#4243)

  Show description for 77e5c44
  harupy

  authored
  77e5c44

Commits on Apr 12, 2021

• Add SPARK_LOCAL_IP in cross version tests config (mlflow#4237)

  Show description for 72099f7
  harupy

  authored
  72099f7

Commits on Apr 9, 2021

• [PyTorch] Adding example for Iterative pruning (mlflow#3884)

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  4 peopleauthored
  86a03e9

• Set SPARK_LOCAL_IP to fix flaky spark session creation (mlflow#4233)

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  harupy

  authored
  54d1349

• [PyTorch] Adding example for Captum Implementation with MLflow (mlflow#3866)

  Show description for a145f59
  

  3 peopleauthored
  a145f59

• [FLAVOR] Add CatBoost flavor (mlflow#2417)

  Show description for b8d9f6c
  harupy

  authored
  b8d9f6c

Commits on Apr 8, 2021

• Added two special cases to the Model Registry Workflow API (mlflow#4225)

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  dmatrix

  authored
  c635d1a

Commits on Apr 7, 2021

• Add mlflow.sklearn.eval_and_log_metrics (mlflow#4218)

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  10 peopleauthored
  83b665a

Commits on Apr 5, 2021

• Fix 1.15 migration error (mlflow#4211)

  Show description for 57887ab
  

  dolfinus

  and

  harupy

  authored
  57887ab

Commits on Mar 31, 2021

• Update MLflow version to 1.15.1 (mlflow#4209)

  Show description for 28d9988
  

  mlflow-automation

  and

  Jenkins

  authored
  28d9988

• Modularize autologging utilities (mlflow#4216)

  Show description for 9e90282
  dbczumar

  authored
  9e90282

Commits on Mar 30, 2021

• [PyTorch] Adding Example for Ax Hyperparameter Optimization (mlflow#3885)

  Show description for 370850c
  

  3 peopleauthored
  370850c

Commits on Mar 27, 2021

• Pytorch - MNIST example - Dataset Download Error - Fix (mlflow#4207)

  Show description for 68cdb6b
  shrinath-suresh

  authored
  68cdb6b

Commits on Mar 26, 2021

• Add changelog for MLflow 1.15.0 release (mlflow#4206)

  Show description for 2437f94
  mlflow-automation

  authored
  2437f94

• Add silent option for autologging integrations (mlflow#4173)

  Show description for a777160
  dbczumar

  authored
  a777160

Commits on Mar 25, 2021

• Rename mlflow.utils.autologging to mlflow.utils.autologging_utils for backwards compatibility (mlflow#4203)

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  dbczumar

  authored
  a4df316

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