Projects in Awesome Lists by ddbourgin
A curated list of projects in awesome lists by ddbourgin .
https://github.com/ddbourgin/numpy-ml
Machine learning, in numpy
attention bayesian-inference gaussian-mixture-models gaussian-processes good-turing-smoothing gradient-boosting hidden-markov-models knn lstm machine-learning mfcc neural-networks reinforcement-learning resnet topic-modeling vae wavenet wgan-gp word2vec
Last synced: 12 May 2025
https://github.com/ddbourgin/em
Notes + notebooks on EM + variational EM algorithms for Bayesian methods tutorial
Last synced: 08 Oct 2025
https://github.com/ddbourgin/bnm
View recent highly-rated albums in the terminal
music-recommendation pitchfork terminal
Last synced: 11 Apr 2025
https://github.com/ddbourgin/quack-workshops
Scripts and Jupyter notebooks for the QuACK OLS & dimensionality reduction workshops
Last synced: 03 May 2026
https://github.com/ddbourgin/fa-demo
Jupyter notebooks for QuACK PCA/Factor Analysis workshop
Last synced: 12 Apr 2025
https://github.com/ddbourgin/news-scrapers
Simple scrapers for news articles from WaPo, NYT, Buzzfeed, NPR
Last synced: 11 May 2026
https://github.com/ddbourgin/topics
A Latent Dirichlet Allocation model for identifying topics within a collection of texts via Gibbs sampling
Last synced: 24 Oct 2025
https://github.com/ddbourgin/mturk_utils
Kludgey helper utils for running studies on Mechanical Turk
Last synced: 14 May 2026
https://github.com/ddbourgin/rl
Simple reinforcement learning agents running on OpenAI gym environs
Last synced: 12 Apr 2025
https://github.com/ddbourgin/hobbit_orc
Web experiment for the Hobbits-Orcs/Missionaries-Cannibals game
Last synced: 20 Mar 2025
https://github.com/ddbourgin/bookworm_db
Modifications to database construction scripts. Forked from https://github.com/Bookworm-project/BookwormDB
Last synced: 05 May 2026