Dale Smith's Projects
Arduino Work - Samples and Working Code
Install arpack++ for Armadillo on OS X El Capitan
Audio Signal Processing Artificial Intelligence Project
Machine Learning-Based Predictive Modelling of CRISPR/Cas9 guide efficiency
A talk I gave in 2013 on bank capital models and the bivariate normal probability integral.
A Python implementation of global optimization with gaussian processes.
Building a Firewall on a Raspberry Pi
A Closer Look at List Comprehensions in Python
My configuration information
Cozmo scripts for fun and learning
A C++ project I did as part of an interview
Visualizing Decision Trees
Experiments with neural networks and deep learning
:wrench: .files, including ~/.osx — sensible hacker defaults for OS X
$HOME in git via whitelisting. No symlinks, scripts, or dependencies, just git.
github.io page
GPU Automatically Tuned Linear Algebra Software
The Leek group guide to genomics papers
A collection of useful .gitignore templates
Sample Teaching
This is the code used to produce the hardness measures used from: Smith, Michael R. and Martinez, Tony. Improving Classification Accuracy by Identifying and Removing Instances that Should Be Misclassified. In Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2011), pages 2690 – 2697, August 2011.
High Performance Computing Explorations using PETSc and SLEPc
Apply custom CSS styling to your jupyter notebooks
Custom Jupyter Notebook Themes
Neo: Hierarchical Confusion Matrix Visualization
Source code for my collection of articles on using pandas.
Jupyter notebooks to more effectively leverage computational resources at NCBI.
Data Challenge
Tutorial on scikit-learn and IPython for parallel machine learning
Common post-estimation tasks for scikit-learn