Machine Learning

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Azure Machine Learning enables developers and data scientists to build advanced analytic web services in minutes and hours, eliminating the heavy lifting associated with deploying machine learning in modern data driven applications.

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  1. Give more algorithm details for Boosted Decision Tree Regression

    There is not enough information given to properly compare Azure's Boosted Decision Tree Regression to Python's GradientBoostingRegressor

    Please see this question to see if this is still an issue

    https://stackoverflow.com/questions/45824202/

    2 votes
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      1 comment  ·  Flag idea as inappropriate…  ·  Admin →
    • azure machine learning input module integration with on premise Hadoop cluster

      Provide provision to access the on premise hadoop Cluster from Azure machine learning.

      0 votes
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        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • http://stackoverflow.com/q/43862179/1418618?stw=2

        My question is a bit naive. I use AWS for hosting my backend servers. I have lots of real-time data logs, which needs to used for Anomaly & Pattern Detection. Microsoft Azure ML offers ready-made suites for the same, but the Azure ML documentation mentions about having to upload the CSV files onto Azure Blob.

        Is it possible to call Azure Machine Learning services from my servers directly, without having my servers on Azure Cloud/Blob? I couldn't find about this on Azure ML's website. Thanks

        1 vote
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          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
        • Can I perform similar experiment without using Microsoft Azure Machine Studio. I have a similar data set from this URL http://bit.ly/2og1o3

          Can I perform similar experiment without using Microsoft Azure Machine Studio.
          I have a similar data set from this URL http://bit.ly/2og1o31 and I wish to perform online fraud detection on the data set on R 3.2.5,
          here are the set of codes written for the preliminary:

          #############################################################
          #Read untagged transaction
          #############################################################
          data=read.csv(file.choose(),header=TRUE)
          attach(data)
          str(data)
          head(data)
          ############################################################
          #Make Account ID as string
          accountID=as.character(accountID)
          transactionID= as.character(transactionID)
          #######################################################
          ##### Format Time to 6digits #########################
          ##### Time Formatting ###############################
          require(lubridate)
          transactionDate= as.character(transactionDate)
          transactionTime= as.character(transactionTime)
          transactionTime=sprintf("%06d", data$transactionTime)
          #### data <- read.table(file = "file.csv", header = FALSE, sep = ";")#####
          date_time <- paste(transactionDate, transactionTime)
          date_time <-…

          1 vote
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            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
          • Full SQL on Azure ML

            Guys, it is actually unbelievable that Microsoft has one of the most powerful SQL engines in the world (if not THE best) and yet Azure ML is using SQLite. The engine has several limitations for data treatment.

            Any chance you can have a full T-SQL engine on Azure ML?

            1 vote
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              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
            • Make it easier to stop being charged to items I don't use!

              I'm having to pay for a machine learning seat and shared apps. yet all I have is one wordpress blog with few pages and a separate website with 4 pages and a few pictures on. It's costing me £28 per month and I'm on the verge of cancelling as nothing else seems to get rid of these excess charges. Not happy.

              3 votes
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                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
              • About character code of Machine Learning Workbench

                Currently there is no Shift-JIS in the encodable character code.
                I want Shift-JIS to be supported as well.

                <In Japanese>
                現在はエンコーディング可能な文字コードにShift-JISがありません。
                Shift-JISもサポートされるようにしてほしい。

                22 votes
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                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                • 9 votes
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                    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                  • Pandas Dropna() axis errors

                    This code:
                    ```python
                    import pandas as pd

                    def azureml_main(dataframe1 = None, dataframe2 = None):

                    dataframe1.dropna("DepDel15", axis=0, how="any")
                    dataframe1["CRSDepHour"] = dataframe1["CRSDepTime"] / 100

                    return dataframe1,
                    ```
                    Gives this error:
                    -----
                    Error 0085: The following error occurred during script evaluation, please view the output log for more information:
                    ---------- Start of error message from Python interpreter ----------
                    Caught exception while executing function: Traceback (most recent call last):
                    File "C:\server\invokepy.py", line 199, in batch
                    odfs = mod.azureml_main(*idfs)
                    File "C:\temp\2cd22cb39d104734984cde8e3b7863cb.py", line 26, in azureml_main
                    dataframe1.dropna("DepDel15", axis=0, how="any")
                    TypeError: dropna() got multiple values for argument 'axis'
                    Process returned with non-zero exit code 1

                    ---------- End…

                    2 votes
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                      1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                    • Number of instances can be displayed as a support feature in decision tree algorithms

                      In decision tree algorithms, number of instances versus total number of instances forming a particular leaf node can be displayed as a support feature as in R rpart.plot packages so that users get an idea about the important leaf nodes.

                      15 votes
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                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                      • show workspace storage for all objects using a lot of storage (experiments, runs, ...)

                        it would be very helpful it the used workspace storage will be shown for each experiment run and for each experiment in total. And for all other objects potentialy consuming a lot of storage.

                        it is very hard to control used workspace. There is the summary usage and there are sizes of dataset.
                        But most storage is occupied by experiments and run histories. How I can know which experiments I have to delete or to save as new experiments, to clean used storage?

                        3 votes
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                          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                        • clear run history

                          it should be possible to clear the run history of an experiment.
                          even better would be if the settings could be saved but only the data which is used in workspace storage is deleted. This way an experiment can be repeated with old settings but new data.

                          the issue - run history blocks a lot of available workspace storage.

                          it would be very helpful it the uses workspace storage will be shown for each run and each experiment in total.

                          3 votes
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                            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                          • Consider offering a full reference language guide for net#

                            In order to learn net# I had to hunt around to find related information and could only find a couple of articles written by Alexy Kamenev:

                            https://blogs.technet.microsoft.com/machinelearning/2015/02/16/neural-nets-in-azure-ml-introduction-to-net/

                            https://docs.microsoft.com/en-gb/azure/machine-learning/studio/azure-ml-netsharp-reference-guide

                            A comprehensive guide is preferable, no?

                            1 vote
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                              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                            • Have an AI of the day

                              Tableau has a greate "Viz of the Day" emailed to showcase the ability of the tool and to fire p the imagination. It would be great if Azure AI could do the same.

                              3 votes
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                                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                              • Update dataset (not delete and upload) in AzureML R package

                                Currently in AzureML R package, updating dataset is not supported. Instead, you should delete the dataset (delete.datasets) then upload the new one (upload.dataset).
                                In contrary, Azure ML Python package has "Update" dataset function, which is convenient especially when you need to reference the dataset from Azure ML experiment. If you delete and upload, the old reference gets invalid, and you need to drag in the new dataset from the ML experiment every time you make changes to the dataset.

                                3 votes
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                                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                • convert experiment into actual programming code such as python or R

                                  convert experiment into actual programming code such as python or R

                                  1 vote
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                                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                  • Brain decoding competition homepage link broken

                                    Hello,

                                    Could you please restore or fix the broken link to the official Microsoft Brain Decoding Competition? It used to be:
                                    https://gallery.azure.ai/Competition/Decoding-Brain-Signals-2

                                    Thanks!

                                    1 vote
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                                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                    • ML Services: Control over created resource group names

                                      When I create Azure resources using the "az ml" command line tools, some resources I created in resource groups with an automatically generated name (for example the resources for Container Services). The name is based on a name I specified, but the name has additional limitations because of restrictions in some resources within that resource group. To make it easy to find and manage all Azure ML Service resources, it should be possible to specify the resource group name separately from the "base name used to generate storage account names, etc".

                                      1 vote
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                                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                      • azure-cli-ml

                                        Would be great to be able to install new version of azure-cli-ml without installing ml workbench

                                        4 votes
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                                          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                        • Why does not it say anywhere that the whole project including the code & the .PKL is being stored

                                          C:\Users\<Username>\AppData\Local\Temp\azureml_runs\

                                          A user not aware of this may run out of space unless they clean the temp directory.

                                          Is this a setting? What is the way to change this setting?

                                          1 vote
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                                            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
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