mzakariacern / funwithr

Some nice code scripts in R depectinve various ML models

• 👋 Hi, I’m @mzakariaCERN
• 👀 I’m interested in python, data science, Financial analysis
• 🌱 I’m currently learning pulling financial data using python
• 💞️ I’m looking to collaborate on creating apps for ML algorithms

funwithr's Issues

Add reference to data for Linear Regression

Add the ability to detect the names of the columns and automate the search for the name

The macro doesn't read the right date

it depends on reading the time stamp when the page was created. This causes the date to be one day off if the page was updated the next day.

Check if data is either numerical or categorical

Some of the features are saved as characters. i need to revisit them to see if they are converted to factors

Try the Logistic Regression approach to the DT problem

remove warning signs and messages from 1_kNN

Make the md file more appealing by removing the warning messages

Add implementation for SBS feature reduction

See Rashka page 131

My first r Package: convert pounds to kg!

Give conenient names for mushroom data

mushroom data features are represented with symbols only. Converting these names into recognizable names will make it easier to understand the rules.

Add assertr and data_viz for NB

Remove warnings and messages from NB

Try parralelization to caret

see page 415 from Lantz

Make a markdown Cheat sheet for R vs python commands

Tune the hyper parameters for DT

Merge tables with mass-name and the OF output

Needs tidyverse join statement.

Generalize the code to run over many folders of dates

Add ROC curve for the mushroom data

I am curious if we can do that.

Convert Months to numbers

WE need to convert month names to numbers.

Create ROC plots for different DT models