Gilles Pilon's repositories
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.
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.
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.
dawgdad
Tools for machine learning, automation, statistics, graphics.
estimating_sample_quantiles
The purpose of this repository is to illustrate the many methods to estimate sample quantiles.
machine_learning
Supervised machine learning pipelines using scikit-learn.
protein_specific_antigen_psa_analysis
Plot scatter plot of PSA v. Date using matplotlib.
basic_statistics
The script reads a single-column file and calculates basic statistics. It progresses from quick-and-dirty code to pretty.
bootstrap_resampling
Python scripts demonstrating bootstrap (resampling) techniques.
deep_leaning
This repository contains scripts for deep learning.
hypothesis_test_t_one_sample
A one-sample t test is shown using hypothesis testing and confidence intervals.
hypothesis_test_t_paired_samples
A paired-sample t test is shown using hypothesis testing and confidence intervals.
hypothesis_test_t_two_samples
A two-sample t test is shown using hypothesis testing and confidence intervals.
hypothesis_tests
Enhanced output for hypothesis tests
numpy
Examples of NumPy code
pdf_processing
Extract text from a PDF file.
python_clases
Notes and code to learn Python classes
sieve_analysis
The purpose of this repository is to perform a sieve analysis.
white_papers
These are documents I have written to explain concepts, ideas, and code.