ddbourgin

numpy-ml

Machine learning, in numpy

em

Notes + notebooks on EM + variational EM algorithms for Bayesian methods tutorial

bnm

View recent highly-rated albums in the terminal

fa-demo

Jupyter notebooks for QuACK PCA/Factor Analysis workshop

mturk_utils

Kludgey helper utils for running studies on Mechanical Turk

news-scrapers

Simple scrapers for news articles from WaPo, NYT, Buzzfeed, NPR

quack-workshops

Scripts and Jupyter notebooks for the QuACK OLS & dimensionality reduction workshops

topics

A Latent Dirichlet Allocation model for identifying topics within a collection of texts via Gibbs sampling

dotfiles

Misc. dotfiles

rl

Simple reinforcement learning agents running on OpenAI gym environs

force_align

Code for aligning podcast audio with its transcript

mac_os-config

Shell scripts for customized macOS machine setup and configuration.

bookworm_api

bookworm_db

Modifications to database construction scripts. Forked from https://github.com/Bookworm-project/BookwormDB

bookworm_gui

modifications to bookworm gui

gentle

fork of gentle forced-aligner

hobbit_orc

Web experiment for the Hobbits-Orcs/Missionaries-Cannibals game

labelbox

Labelbox is the fastest way to annotate data to build and ship computer vision applications.