jaanli/vae-lstm

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Python
Created almost 9 years ago
Updated over 8 years ago

jaanli/vae-lstm

jaanli

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Variational autoencoder LSTMs for time series data.

variational-autoencoder

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

food2vec

Jupyter Notebook

jaan.io

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

hierarchical-variational-models-physics

Hierarchical variational models for physics.

Jupyter Notebook

proximity_vi

This code accompanies the proximity variational inference paper.

deep-exponential-families-gluon

Deep exponential family models in MXNet/Gluon. Layers o' latents 💤

sentence_word2vec

word2vec with a context based on sentences.

american-community-survey

American Community Survey data on people and households

Jupyter Notebook

gamma-variational-autoencoder

Deep Latent Gamma Model / Gamma VAE

couchometer

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

thesis

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

vimco_tf

VIMCO in tensorflow.

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.

Jupyter Notebook

rankfromsets

RankFromSets - SDSS submission code for reproducibility.

citibike-stats

Calculating CitiBike personal statistics for the community leaderboard 📈 🚴

Jupyter Notebook

gmm_cpp

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

overleaf-curriculum-vitae-resume-cv-template

dotfiles

Dotfiles - main development environment is vim + tmux or emacs

language-model-notebooks

Quickstart for interacting with language models and APIs via a notebook-like interface

Jupyter Notebook

nomen

🐐 Lightweight configuration trees with command line flags 🐐

ctpf

User-artist-song Poisson Factorization

physical-monotile-printing

jaan.li

Personal website using Observable Framework

new-york-real-estate

Jupyter Notebook

user-artist-song-poisson-factorization

CumulantExpander

Automated expansions of Hamiltonian cumulants for analyzing Monte Carlo simulations.