Publications by MSDS 6372: Jacob Turner: Student: Jessica McPhaul link:
MSYS2 Shells for C++
MSYS2 Shells (C++) When you install MSYS2, it provides several different shells, each tailored for specific tasks and environments. Here’s a breakdown of the main shells available with MSYS2 and how they differ: 1. MSYS Shell (msys2.exe) Purpose: The MSYS shell provides a Unix-like environment and a minimal set of GNU tools designed for bas...
4420 sym 1 tbl
GPU Setup and Stuff
1. Choosing My Primary IDE: VSCode with CUDA and Remote Development Support Why I Chose It: VSCode is versatile, lightweight, and I can easily customize it for heavy GPU development. It handles both Python and C++ well, so it’s perfect for my projects that use GPU-accelerated libraries. Key Benefits: Remote Development Support: VSCode make...
12131 sym
ML7331_ICA5_Titanic_13_Nov_2024
load("C:/Users/jessi/Desktop/ML7331_ICA5/titanic2.raw.rdata") # Number of rows nrow(titanic.raw) [1] 2201 # Number of columns ncol(titanic.raw) [1] 4 # Or both at once (dimension of the data) dim(titanic.raw) [1] 2201 4 # Column names colnames(titanic.raw) [1] "Class" "Sex" "Age" "Survived" # Display the first 6 rows head(tit...
14479 sym
Machine Learning 7331 - Module 12
Association Rule Mining Study Guide Overview of Association Analysis Association analysis examines relationships between items in a dataset to determine patterns of co-occurrence. In association rule mining, these patterns are used to generate rules that predict when certain items will appear together. For example, in a retail setting, this ana...
87291 sym Python (11835 sym/17 pcs) 4 img
Machine Learning - Module 12 - Nov 2024
Association Rule Mining Study Guide Overview of Association Analysis Association analysis examines relationships between items in a dataset to determine patterns of co-occurrence. In association rule mining, these patterns are used to generate rules that predict when certain items will appear together. For example, in a retail setting, this ana...
20055 sym Python (2571 sym/4 pcs)
First Steps in Python
1. Introduction to Programming in Python save Python files with the .py extension to indicate they’re Python scripts. Example: Creating Python Script Save a file named hello.py: print("hello, world") Prints “hello, world” to the screen. The function print() is used to display text or other output in Python. Run using to use the command li...
27685 sym Python (10265 sym/18 pcs)
Python Step 2
python_step2.py, will include: Setting Up VS Code Explanation: Introduction to using VS Code as an Integrated Development Environment (IDE) for Python. Setup Steps: How to create and open files, use the terminal, and navigate VS Code. Code Example: Basic hello.py setup. Basic Python Constructs Explanation: Introduction to variables, function...
27236 sym Python (10158 sym/5 pcs)
Intro to Python - Lesson 2
Title: Python Step 2: Intermediate Basics for New Python Programmers Author: Jessica McPhaul Date: December 3, 2022 Output: HTML Notebook Lesson Overview This lesson will build on the fundamental concepts you learned in Step 1. It aims to introduce you to essential tools and practices for effective Python programming, including: Setting Up Vis...
32716 sym Python (4083 sym/17 pcs)
Env & Publishing
Create Environment In Bash (Use mamba or conda depending on your system setup) mamba create -n ml7331 python=3.9 r-base=4.4.1 mamba activate ml7331 mamba install ipykernel python -m ipykernel install --user --name ml7331 --display-name "Python (ml7331)" # (restart VSCode or source ~/.bashrc) mamba activate ml7331 mamba install tzlocal mamba...
11416 sym R (3638 sym/31 pcs)
ML7331_GMM_6NOV2024
Nedelina’s Notebook: https://colab.research.google.com/drive/1f28mnqRWI2z968JKan5U5AxpycWormen#scrollTo=R7tOqbkMturi To use Gaussian Mixture Models (GMMs) for learning the two clusters (the two Gaussian distributions) in the data, we need to estimate several key parameters for each Gaussian component in the mixture. Here’s what needs to be ...
94680 sym Python (10463 sym/18 pcs)