Tony Duan (@tonyduan)
github

tonyduan

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Top repositories

1

normalizing-flows

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.
Python
269
star
2

mixture-density-network

Mixture density network implemented in PyTorch.
Python
122
star
3

matrix-completion

Lightweight Python library for in-memory matrix completion.
Python
100
star
4

diffusion

From-scratch diffusion model implemented in PyTorch.
Python
62
star
5

rs4a

Randomized Smoothing of All Shapes and Sizes (ICML 2020).
Jupyter Notebook
50
star
6

snn

Self-normalizing neural network implemented in PyTorch.
Python
11
star
7

conjugate-bayes

Conjugate Bayesian linear regression and distribution models in Python.
Python
11
star
8

transformer-blocks

Multi-Head Attention, Transformer, Perceiver, Linear Attention.
Python
10
star
9

hte-prediction-rcts

Predicting treatment effects from RCTs (Circulation: CQO 2019).
Python
9
star
10

ge-vae

Graph Embedding VAE (NeurIPS 2019 Workshop on Graph Representations).
Python
8
star
11

gp-lib

Lightweight Python library for (sparse) GP regression.
Python
6
star
12

graph-embeddings

Methods for embedding the structure of graphs into node features.
Python
5
star
13

glm-lib

Lightweight Python library for GLM regression.
Python
3
star
14

dotfiles

Personal dotfiles and logs of installed packages.
Vim Script
1
star
15

clj-yahoo-boss

Clojure client for the Yahoo BOSS Search API.
Clojure
1
star
16

variational-autoencoders

Variational autoencoder implemented in PyTorch. Derives the ELBO, Log-Derivative trick, Reparameterization trick.
Python
1
star
17

paper-template

Blank starter LaTeX code for writing papers and slides.
TeX
1
star
18

retinanet-detection

Single-shot CNN object detection with RetinaNet in PyTorch.
Python
1
star
19

maskformer

Maskformer (Per-Pixel Classification is Not All You Need) in PyTorch.
Python
1
star