Sean Rogers's repositories
cs231n.github.io
Public facing notes page
nn-zero-to-hero
Neural Networks: Zero to Hero
HackerRank
solutions to hacker rank problems in C# and/or python
Algorithms
A collection of algorithms and data structures
pymc-resources
PyMC educational resources
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pdf.tocgen
A CLI toolset to generate table of contents for PDF files automatically.
fastbook
The fastai book, published as Jupyter Notebooks
Coursera_Capstone
Applied Data Science Capstone
cryptohack
cryptohack solutions
gcbapp-dockerfile-example
Example used in the Cloud Build GitHub app tutorial
suggested-notation-for-machine-learning
This introduces a suggestion of mathematical notation protocol for machine learning.
msds621
Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning
learning-sql-548044
Learning SQL Programming
soergelbook
Supplementary material for the Introduction to Soergel bimodules by B. Elias, S. Makisumi, U. Thiel, G. Williamson
quant-notes
Quantitative Interview Preparation Guide, updated version here ==>