Matthew Drury (@madrury)
github

madrury

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Top repositories

1

py-glm

Generalized Linear Models in Sklearn Style
Python
124
star
2

basis-expansions

Basis expansion transformers in sklearn style.
Python
81
star
3

linalg

A linear algebra library in C. For fun.
C
41
star
4

mtg-draftbot

Algorithmic Drafting for Magic the Gathering
Jupyter Notebook
26
star
5

smoothers

Visualizations of various one-dimensional smoothers using the d3 javascript library.
JavaScript
17
star
6

boosting-presentation

Presentation on Gradient Boosting
Jupyter Notebook
13
star
7

poisson-boosting

Demo of Gradient Boosted Poisson Regression
Jupyter Notebook
9
star
8

roguelike

A Basic Roguelike Game
Python
9
star
9

csvtools

Fast tools for working with delimited files.
Shell
6
star
10

xgboost-monotonic-testing

Some testing of xgboost's monotonic constraints.
Jupyter Notebook
6
star
11

regression-tools

Miscellaneous tools for specifying and introspecting regression models in python.
Python
5
star
12

np2latex

Write latex markup given a numpy array.
Python
5
star
13

Thesis

The lonely PhD thesis I never defended.
TeX
4
star
14

diff-priv-presentation

Presentation of Differential Privacy
3
star
15

pycmath

Math functions written as a python C extension module.
C
3
star
16

madrury.github.io

JavaScript
3
star
17

ridge-regression-and-noisy-predictors

A proof that adding noise to regression predictors results in ridge regression.
Jupyter Notebook
2
star
18

fp-in-scala

Exercises from Functional Programming in Scala
Scala
2
star
19

reinforcement-learning

Code from reinforcement learning reading group.
Jupyter Notebook
1
star
20

generalized-eigenvalues

A short example of solving the generalized eigenvalue problem.
Jupyter Notebook
1
star
21

multi-armed-bandits

Simulations of Multi Armed Bandits in Cython
Python
1
star
22

rusty-rogue

Learning Rust with the Roguelike Tutorial
Rust
1
star
23

regression-helpers

Helper Functions for Regression Using Sklearn
Python
1
star
24

into-to-multilevel-models

A Gentle Introduction to Multilevel Models
HTML
1
star
25

table-tools

Pure python api for manipulating table data structures.
Python
1
star
26

hacker-rank

Python hacker rank problems.
Python
1
star
27

Cookies-Autoencoder

Autoencoder fit to cookie recipe data set from reddit.
Jupyter Notebook
1
star
28

advent-of-code-2019

It's cold outside, let's do some programming.
Python
1
star
29

qr-algorithm

Code for a demo of eigen-solving algorithms.
Jupyter Notebook
1
star