Jaan Altosaar Li

variational-autoencoder. Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

food2vec. :hamburger:

jaan.io. A Retina-ready Jekyll-powered blog with responsiveness, SEO, etc.; up at https://jaan.io

american-community-survey. American Community Survey data on people and households

proximity_vi. This code accompanies the proximity variational inference paper.

hierarchical-variational-models-physics. Hierarchical variational models for physics.

deep-exponential-families-gluon. Deep exponential family models in MXNet/Gluon. Layers o' latents 💤

sentence_word2vec. word2vec with a context based on sentences.

gamma-variational-autoencoder. Deep Latent Gamma Model / Gamma VAE

thesis. Altosaar, Jaan (2020). Probabilistic Modeling of Structure in Science: Statistical Physics to Recommender Systems. Ph.D. Thesis, Princeton University.

couchometer. Instead of classifying activity, this app does one thing: tells you how much you sit based on accelerometer data.

new-york-real-estate. Jupyter Notebook

exploring_american_community_survey_data. Using the Census Bureau's American Community Survey data with `dbt` (data build tool) for creating compressed parquet files for exploratory data analysis and downstream applications.

vimco_tf. VIMCO in tensorflow.

BayesianOptimization. A Python implementation of global optimization with gaussian processes.

citibike-stats. Calculating CitiBike personal statistics for the community leaderboard 📈 🚴

vae-lstm. Variational autoencoder LSTMs for time series data.

overleaf-curriculum-vitae-resume-cv-template. TeX

rankfromsets. RankFromSets - SDSS submission code for reproducibility.

jaan.li. Personal website using Observable Framework

webster-mac. XSLT

gmm_cpp. Gaussian mixture model implementation in C++ with black box variational inference and control variates

ctpf. User-artist-song Poisson Factorization

nomen. :goat: Lightweight configuration trees with command line flags :goat:

user-artist-song-poisson-factorization. TeX

mimic-iv-visualization. Jupyter Notebook

CumulantExpander. Automated expansions of Hamiltonian cumulants for analyzing Monte Carlo simulations.