pschulam

automin

Use scipy optimizers to minimize autograd-able functions.

Feedforward

A simple feedforward neural network implementation.

LatentFeatures

Methods for extracting features from longitudinal data.

lmm

Simple implementation of linear mixed models (LMM).

bsplines

Classes to compute B-spline basis features for 1D data.

aoc23

Advent of Code 2023

autograd

Efficiently computes derivatives of numpy code.

compilers

cpp-merge-sort

Merge sort for words in C++.

csapp

Solutions to exercises in "Computer Systems: A Programmer's Perspective".

jhu-thesis-template

JHU Thesis Template

kernels

Various kernels (gibbs, slice, MH) for datamicroscopes

lambda-calculus

An implementation of the pure, untyped lambda calculus

lmbases

Basis functions for linear models.

paip-lisp

Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"

pschulam.github.io

My personal site.

psi-statistics

Differentiable implementations of GP psi statistics.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rust-justext

Implementation of jusText boilerplate removal algorithm in rust.

sampyl

MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice

Snippets

Repository of useful code snippets.

toffee

🐕 Create Tables for Easily Understanding Generalized Linear Models

Toolbox

Python module for including in research code.

torch7

http://torch.ch

umorph

PGM class project

VimConfig

Vim configuration files.