gillespilon
Professional engineer. Python developer. Data scientist. Six Sigma Master Black Belt.
Ottawa ON + Chicago IL
Pinned Repositories
anova_one_factor
The purpose of this repository is to illustrate a one-factor analysis of variance (one-way ANOVA). In addition there are statistical and graphical analyses.
anscombes_quartet
This analysis uses graphical, statistical, and regression methods.
basic_graphics
The purpose of these scripts is to illustrate various graphs created with matplotlib.
broad_street_cholera_outbreak
Scatter plot of cholera deaths and pump locations in Soho, London, English in 1854. The analysis is two scatter plots in the same graph.
datasense
A Python library for data scientists, machine learning engineers, and statisticians. Statistical and graphical functions for making sense of data to create information and understanding.
estimating_sample_quantiles
The purpose of this repository is to illustrate the many methods to estimate sample quantiles.
impact_effort
It is a grid or matrix to help in deciding which things to work on. It focuses on the impact of doing something v. the effort required.
latex
LaTeX templates for articles, books, letters, reports.
machine_learning
Supervised machine learning pipelines using scikit-learn.
qed
Python scripts of essential skills and competencies.
gillespilon's Repositories
gillespilon/datasense
A Python library for data scientists, machine learning engineers, and statisticians. Statistical and graphical functions for making sense of data to create information and understanding.
gillespilon/impact_effort
It is a grid or matrix to help in deciding which things to work on. It focuses on the impact of doing something v. the effort required.
gillespilon/matplotlib
gillespilon/anova_one_factor
The purpose of this repository is to illustrate a one-factor analysis of variance (one-way ANOVA). In addition there are statistical and graphical analyses.
gillespilon/anscombes_quartet
This analysis uses graphical, statistical, and regression methods.
gillespilon/basic_graphics
The purpose of these scripts is to illustrate various graphs created with matplotlib.
gillespilon/broad_street_cholera_outbreak
Scatter plot of cholera deaths and pump locations in Soho, London, English in 1854. The analysis is two scatter plots in the same graph.
gillespilon/estimating_sample_quantiles
The purpose of this repository is to illustrate the many methods to estimate sample quantiles.
gillespilon/latex
LaTeX templates for articles, books, letters, reports.
gillespilon/machine_learning
Supervised machine learning pipelines using scikit-learn.
gillespilon/protein_specific_antigen_psa_analysis
Plot scatter plot of PSA v. Date using matplotlib.
gillespilon/qed
Python scripts of essential skills and competencies.
gillespilon/basic_statistics
The script reads a single-column file and calculates basic statistics. It progresses from quick-and-dirty code to pretty.
gillespilon/bootstrap_resampling
Python scripts demonstrating bootstrap (resampling) techniques.
gillespilon/deep_leaning
This repository contains scripts for deep learning.
gillespilon/gillespilon
gillespilon/github_gists
gillespilon/hypothesis_test_t_one_sample
A one-sample t test is shown using hypothesis testing and confidence intervals.
gillespilon/hypothesis_test_t_paired_samples
A paired-sample t test is shown using hypothesis testing and confidence intervals.
gillespilon/hypothesis_test_t_two_samples
A two-sample t test is shown using hypothesis testing and confidence intervals.
gillespilon/hypothesis_tests
Enhanced output for hypothesis tests
gillespilon/mind_map
gillespilon/operations_research
gillespilon/pandas
gillespilon/pdf_processing
Extract text from a PDF file.
gillespilon/pytest
gillespilon/python_clases
Notes and code to learn Python classes
gillespilon/sieve_analysis
The purpose of this repository is to perform a sieve analysis.
gillespilon/timeit
Python scripts to time my functions
gillespilon/white_papers
These are documents I have written to explain concepts, ideas, and code.