Best practices when creating a virtual environment in Anaconda

I am absolutely confused due to the number of different ways and the abundance of articles explaining how to create a virtual environment in Anaconda. You could use conda or virtualenvironment to create one. Also depending on how you create it, you need to use either conda or pip to install additional libraries. I tried to read but it only confused me more! Up until now I haven't created one and install additional packages using pip into the base folder. …
Category: Data Science

Spyder 4: changed behavior or "run cell" / run selected code

I'm a user of spyder. This weekend I updated to spyder 4, which seems to have received many usefull improvements, however I have a problem with running selected code. The logic seems to have changed. Unfortunately for me it is very important, that I can select code lines and run them ad hoc, without copying them to the shell each time. For older versions of spyder this could be easily done by selecting the code and pressing [Ctrl]+[Enter], but now …
Topic: spyder python
Category: Data Science

Logistic regression based prediction model using flask(python) to predict if Student will pass or fail. Error

I am trying to create a web application on Python using Flask that predicts if a student is likely to pass or fail using a Kaggle dataset. I changed the dataset a little and want to predict if the student will Pass or Fail using Logistic Regression by setting all students with Average marks (calculated as (math score+reading score+writing score)/3) below 45 as fail and others as pass. I also dropped the lunch column. I am getting an error when …
Category: Data Science

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