SynapseML

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[BUG] Jupyter notebook execution behaving randomly

5

### SynapseML version using docker installation mentioned here https://microsoft.github.io/SynapseML/docs/getting_started/installation/#docker ### System information - **Language version** (e.g. python 3.8, scala 2.12): - **Spark Version** (e.g. 3.2.3): - **Spark Platform** (e.g. Synapse,...

kingshukb

[BUG] The setReferenceDistribution method of DistributionBalanceMeasures does not correctly handle categories not present in source dataset

1

### SynapseML version 0.11.1 ### System information - **Language version**: Python 3.8.10 - **Spark Version**: 3.2.2.5.1-96380145 - **Spark Platform**: Azure ML Notebooks with Serverless Spark Compute ### Describe the problem...

perezbecker

[BUG] Relative entropy should be computed using base 2 logarithm for the Jensen-Shannon distance to be bound between 0 and 1

2

### SynapseML version 0.11.1 ### System information - **Language version**: Python 3.8.10 - **Spark Version**: 3.2.2.5.1-96380145 - **Spark Platform**: Azure ML Notebooks with Serverless Spark Compute ### Describe the problem...

perezbecker

[LightGBM] Loading lightGBM saved model file with LightGBM Booster

2

### SynapseML version 0.10.2 ### System information - **Language version** (e.g. python 3.8, scala 2.12): python3.9 - **Spark Version** (e.g. 3.2.3): 3.3.1 - **Spark Platform** (e.g. Synapse, Databricks): EMR ###...

jovis-gnn

[BUG] Wasserstein Distance is ill-defined for categorical data and should be excluded

3

### SynapseML version 0.11.1 ### System information - **Language version**: Irrelevant - **Spark Version**: Irrelevant - **Spark Platform**: Irrelevant ### Describe the problem The Wasserstein distance, sometimes referred to as...

perezbecker

Production readiness of SynapseML

10

I'm very interested in using this package for my office work. It perfectly complements existing suite of tools that come with Spark. I'm particularly interested in: 1. LightGBM and Deep...

vishalovercome

do not merge: move dependencies to databricks utils

8

## Related Issues/PRs #xxx ## What changes are proposed in this pull request? move dependencies to databricks utils ## How is this patch tested? - [x] I have written tests...

imatiach-msft

fix: fix ExplanationDashboard interpretability failure

54

## Related Issues/PRs #xxx ## What changes are proposed in this pull request? Fix the ExplanationDashboard notebook failure in e2e tests. ## How is this patch tested? - [x] I...

imatiach-msft

java.lang.NoSuchMethodError: spray.json.package$.enrichAny(Ljava/lang/Object;)Lspray/json/RichAny; Issue

7

### SynapseML version 0.10.1 ### System information - **Language version**: Python: 3.8.10, Scala 2.12 - **Spark Version** : Apache Spark 3.2.1, - **Spark Platform**: Databricks ### Describe the problem Installed...

sibyl1956

feat: Add LumpFeatures transfomer

2

## Related Issues/PRs #1891 ## What changes are proposed in this pull request? A transformer can be used to handle data with high cardinality skewed categorical before doing other featurization...

dylanw-oss