Panzermann's starred repositories
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
cw-omnibus
Source code to omnibus edition of _The Busy Coder's Guide to Android Development_
awesome_3DReconstruction_list
A curated list of papers & resources linked to 3D reconstruction from images.
hyperopt-sklearn
Hyper-parameter optimization for sklearn
spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
sentence2vec
Tools for mapping a sentence with arbitrary length to vector space
liblinear-java
Java version of LIBLINEAR
dirichlet-process
Introduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
researchpooler
Automating research publications discovery and analysis. For example, ever wish your computer could automatically open papers that are most similar to a paper at an arbitrary url? How about finding all papers that report results on some dataset? Let's re-imagine literature review.
researchlei
An Academic Papers Management and Discovery System
link-prediction
Solution to Facebook's link prediction contest on Kaggle.
nipspreview
Scripts that generate .html to more easily see NIPS papers
scaldingale
Movie recommendations and more in MapReduce and Scalding
JGibbLabeledLDA
Labeled LDA in Java (based on JGibbLDA)
hyperopt-convnet
Convolutional computer vision architectures that can be tuned by hyperopt.
kaggle-advertised-salaries
Predicting job salaries from ads - a Kaggle competition
kaggle-cats-and-dogs
Classifying images with OverFeat
kaggle-cifar
Code for the CIFAR-10 competition at Kaggle, uses cuda-convnet
pylearn2-practice
Pylearn2 in practice
pybrain-practice
A regression example for PyBrain