I'm currently at Tesla. I'm interested in probabilistic machine learning and computer vision.
tonyduan Goto Github PK
Name: Tony Duan
Type: User
Company: Tesla | Stanford
Twitter: tonyduan_
Location: Palo Alto
Blog: tonyduan.com
Name: Tony Duan
Type: User
Company: Tesla | Stanford
Twitter: tonyduan_
Location: Palo Alto
Blog: tonyduan.com
I'm currently at Tesla. I'm interested in probabilistic machine learning and computer vision.
Simple implementation of Craig Reynolds' Boids in C++.
Clojure client for the Yahoo BOSS Search API.
Conjugate Bayesian linear regression and distribution models in Python.
From-scratch diffusion model implemented in PyTorch.
Personal dotfiles and logs of installed packages.
Graph Embedding VAE (NeurIPS 2019 Workshop on Graph Representations).
Lightweight Python library for GLM regression.
Lightweight Python library for (sparse) GP regression.
Methods for embedding the structure of graphs into node features.
Predicting treatment effects from RCTs (Circulation: CQO 2019).
Demo calculator for HTEs in intensive BP therapy (Circulation: CQO 2019).
Maskformer (Per-Pixel Classification is Not All You Need) in PyTorch.
Lightweight Python library for in-memory matrix completion.
Mixture density network implemented in PyTorch.
Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.
Blank starter LaTeX code for writing papers and slides.
Robust CNN image classification with ResNet variants in PyTorch.
Single-shot CNN object detection with RetinaNet in PyTorch.
Randomized Smoothing of All Shapes and Sizes (ICML 2020).
Self-normalizing neural network implemented in PyTorch.
Config files for my GitHub profile.
Multi-Head Attention, Transformer, Perceiver, Linear Attention.
Variational autoencoder implemented in PyTorch. Derives the ELBO, Log-Derivative trick, Reparameterization trick.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.