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Python Code Snippets

After some rather intensive courses, one of which was all about coding in Python - using Jupyter notebooks, I kind of got hooked. I continued doing some Python coding because it was, well. fun! If that makes me a geek, so be it. In the end, I wrote several little Python functions that did a lot of what my professor had been asking us to do during the semester, but did it in a much easier way (at least for anyone else who is using the functions). I have uploaded a couple of them here. If you find them at all useful, feel free to credit me. On the other hand, if you find they need reworking, I am also happy to hear about it. Contact me if you have suggestions or problems or want to talk about Pythonic issues!

CAVEAT: I hope I have gotten all this correct, but doubt it. Feel free to use and abuse...
The following code was tested on a Jupyter notebook (both Anaconda and VS Code versions), and this cleansed version of the Titanic dataset which needs to be uncompressed.

Now for the code ...
NOTE on Code: in order to download scripts:

1. Navigate to this page and the code links on it
2. Left click on the link you wish to download
3. Click the down arrow icon at the top right of the resulting page
4. If you let your mouse hover over the down arrow icon, it should say "download raw file"
5. Once you have clicked the download button, the file should be automatically downloaded onto your computer - check your downloads folder
6. ALTERNATELY, for files not hosted on google drive - not MSI files - see below, skip steps 2 - 5 and right-click on the file, choose "Save link as", find the file in your downloads folder
 
7. IMPORTANT: MSI files are, for the most part links to Google Drive. These need to be clicked in order to generate the link page for you.

Recently I discovered that some browsers will block downloads, thinking the site is downloading multiple files. To let this page download files anyway, there most likely be an icon with a down arrow and a line through it next to the URL of this page. Click on that icon and choose to allow downloads (if you wish to do so).

I have temporarily disabled MSI file download while I make some changes. I apologize if that is the reason you are here today.

Jupyter notebooks (.ipynb files)

• Train, fit and evaluate different models - most updated - requests dataset path, dataset separator, and target (choice of available features)
• Run other Jupyter notebooks and put resultant timings in Python dictionary
• File watcher - a script to watch any changes to a given directory
• Plotly graphs of interest
• Different table types

Python code (.py files)

• Python version of train, fit, and evaluate function, as above but you can just use the import command and the name of the file
• Fill a PDF form
• File watcher - a script to watch any changes to a given directory
• Convert an image to an icon file using python
• Functions used in my OMDS homeworks
• Basic code to time your jupyter notebooks
• Regression plot function
• Create a scatter plot of the cleansed titanic dataset linked to above
• Python version of the run other notebook and store timings file
• Function to read a file into python/jupyter notebook environment
• Read file and create a correlation matrix and a correlation plot
• Read file like above, but use an internal function call
• Plot the survival rate for passengers on the titanic
• Vendor Manager repository
• File of all functions I used for several OMDS courses - this file can be imported by following the instructions in this file usage

Compressed files

• Vendor Manager