Jaan Lı 李 PhD (@jaanli)
github

jaanli

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Top repositories

1

variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Python
1,134
star
2

food2vec

🍔
Jupyter Notebook
221
star
3

jaan.io

A Retina-ready Jekyll-powered blog with responsiveness, SEO, etc.; up at https://jaan.io
HTML
55
star
4

hierarchical-variational-models-physics

Hierarchical variational models for physics.
Jupyter Notebook
18
star
5

proximity_vi

This code accompanies the proximity variational inference paper.
Python
18
star
6

deep-exponential-families-gluon

Deep exponential family models in MXNet/Gluon. Layers o' latents 💤
Python
17
star
7

sentence_word2vec

word2vec with a context based on sentences.
Python
15
star
8

american-community-survey

American Community Survey data on people and households
Jupyter Notebook
15
star
9

gamma-variational-autoencoder

Deep Latent Gamma Model / Gamma VAE
Python
13
star
10

couchometer

Instead of classifying activity, this app does one thing: tells you how much you sit based on accelerometer data.
Java
8
star
11

thesis

Altosaar, Jaan (2020). Probabilistic Modeling of Structure in Science: Statistical Physics to Recommender Systems. Ph.D. Thesis, Princeton University.
TeX
7
star
12

vimco_tf

VIMCO in tensorflow.
Python
5
star
13

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
5
star
14

rankfromsets

RankFromSets - SDSS submission code for reproducibility.
HTML
4
star
15

vae-lstm

Variational autoencoder LSTMs for time series data.
Python
4
star
16

citibike-stats

Calculating CitiBike personal statistics for the community leaderboard 📈 🚴
Jupyter Notebook
4
star
17

gmm_cpp

Gaussian mixture model implementation in C++ with black box variational inference and control variates
C++
3
star
18

overleaf-curriculum-vitae-resume-cv-template

TeX
3
star
19

dotfiles

Dotfiles - main development environment is vim + tmux or emacs
Python
3
star
20

language-model-notebooks

Quickstart for interacting with language models and APIs via a notebook-like interface
Jupyter Notebook
2
star
21

nomen

🐐 Lightweight configuration trees with command line flags 🐐
Python
2
star
22

ctpf

User-artist-song Poisson Factorization
Python
2
star
23

physical-monotile-printing

1
star
24

jaan.li

Personal website using Observable Framework
JavaScript
1
star
25

new-york-real-estate

Jupyter Notebook
1
star
26

user-artist-song-poisson-factorization

TeX
1
star
27

CumulantExpander

Automated expansions of Hamiltonian cumulants for analyzing Monte Carlo simulations.
1
star