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java.lang.UnsatisfiedLinkError: com.microsoft.ml.lightgbm.lightgbmlibJNI.voidpp_handle [BUG]

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### SynapseML version 0.10.0 ### System information - Language version: python 3.8.10 - Spark Version: 3.2.1 - Spark Platform Synapse - Databricks So I have followed the installation instruction into...

[Help Needed} easiest way to extract out the summary data in link and probability scale

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Using a cutdown version of the example shown [here](https://bambinos.github.io/bambi/main/notebooks/hierarchical_binomial_bambi.html). I can calculate the summary metrics like the following for each parameter. ``` import arviz as az import bambi as bmb...

Add required variables to the `Formula` class

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I would like to be able to do something like the following. Appologies I am struggling to articulate what I want but effectively I want the following. Say I have...

pandas to sql fails to create table if it does not exist

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when using the [pandas to sql function ](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.to_sql.html) it would appear if the table does not already exist that the table wont be created. The expected behaviour is that the...

I am running the following code to try to fit a model ``` from sparkdl.xgboost import XgboostClassifier param = { 'num_workers': 4, # number of workers on the cluster, adjust...

QueryCrossEntropy is/are not implemented for GPU

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Hello I am getting the following error message when trying to use QueryCrossEntropy with a GPU. `Default metric period is 5 because QueryCrossEntropy is/are not implemented for GPU` Are the...

Internal CatBoost Error (contact developers for assistance): Should be IDynamicBlockIteratorPtr<TCatValue>

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Problem: When running the get_feature_importance, it fails with the following error. ``` CatBoostError: /src/catboost/catboost/private/libs/algo/features_data_helpers.h:118: Internal CatBoost Error (contact developers for assistance): Should be IDynamicBlockIteratorPtr ``` Any idea what maybe creating...

Problem: In the below example setting n = 90_000_000 runs successfully but an unresponsive python kernel occurs when set n to 95_000_000. My first reaction to this is that the...

Hello, I am reaching out here in case someone can help me with setting this up and possibly spot anything that maybe obvious. I am trying to run catboost across...