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Simple and Distributed Machine Learning

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Is it possible to write the image dataframe? My use case is simple, I read a lot of images, apply some image processing to it and save it to a...

bug
high priority

Hello, I train the multiclass classification model. Target variable consists of 5 classes. **Problem**: when I call shape values, I obtain 1D vector . The code that I am running...

bug
area/lightgbm

Dear author, I use spark 2.3.2 and python 3.6.5. In the SynapseML README.md, 'SynapseML requires Scala 2.12, Spark 3.0+, and Python 3.6+'. Could you please tell me where I can...

awaiting response

## Related Issues/PRs #xxx ## What changes are proposed in this pull request? _Briefly describe the changes included in this Pull Request._ ## How is this patch tested? - [...

This reverts commit 42371e444bcc5bdf5f8010c256e8d177a13c52fd.

## Related Issues/PRs #xxx ## What changes are proposed in this pull request? _Briefly describe the changes included in this Pull Request._ ## How is this patch tested? - [...

## Related Issues/PRs #xxx ## What changes are proposed in this pull request? _Briefly describe the changes included in this Pull Request._ ## How is this patch tested? - [...

In case of big DataFrame (repartitioned one), even if there are a lot of memory, LightGBM is not able to train the model due to OOM. Basically, repartitioned DataFrame is...

area/lightgbm

## Related Issues/PRs #xxx ## What changes are proposed in this pull request? _Briefly describe the changes included in this Pull Request._ ## How is this patch tested? - [...

### SynapseML version 0.10.1-22-95f451ab-SNAPSHOT ### System information - **Language version**: python 3.8, scala 2.12 - **Spark Version** : 3.2 - **Spark Platform** : Synapse ### Describe the problem Getting the...

bug
fixed in latest
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