GitHub / tonyduan 25 Repositories
tonyduan/normalizing-flows
Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.
Language: Python - Size: 947 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 279 - Forks: 38
tonyduan/variational-autoencoders
Variational autoencoder implemented in PyTorch. Derives the ELBO, Log-Derivative trick, Reparameterization trick.
Language: Python - Size: 163 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2
tonyduan/diffusion
From-scratch diffusion model implemented in PyTorch.
Language: Python - Size: 2.3 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 87 - Forks: 10
tonyduan/mixture-density-network
Mixture density network implemented in PyTorch.
Language: Python - Size: 55.7 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 142 - Forks: 22
tonyduan/matrix-completion
Lightweight Python library for in-memory matrix completion.
Language: Python - Size: 2.78 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 107 - Forks: 27
tonyduan/maskformer
Maskformer (Per-Pixel Classification is Not All You Need) in PyTorch.
Language: Python - Size: 13.7 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0
tonyduan/hte-prediction-rcts
Predicting treatment effects from RCTs (Circulation: CQO 2019).
Language: Python - Size: 670 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 7
tonyduan/rs4a
Randomized Smoothing of All Shapes and Sizes (ICML 2020).
Language: Jupyter Notebook - Size: 2.38 MB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 52 - Forks: 6
tonyduan/gp-lib
Lightweight Python library for (sparse) GP regression.
Language: Python - Size: 406 KB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1
tonyduan/transformer-blocks
Multi-Head Attention, Transformer, Perceiver, Linear Attention.
Language: Python - Size: 599 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 2
tonyduan/conjugate-bayes
Conjugate Bayesian linear regression and distribution models in Python.
Language: Python - Size: 95.7 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 5
tonyduan/snn
Self-normalizing neural network implemented in PyTorch.
Language: Python - Size: 188 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 11 - Forks: 0
tonyduan/tonyduan
Config files for my GitHub profile.
Size: 1.95 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
tonyduan/graph-embeddings
Methods for embedding the structure of graphs into node features.
Language: Python - Size: 1.68 MB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 0
tonyduan/dotfiles
Personal dotfiles and logs of installed packages.
Language: Vim Script - Size: 2.48 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
tonyduan/glm-lib
Lightweight Python library for GLM regression.
Language: Python - Size: 73.2 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
tonyduan/ge-vae
Graph Embedding VAE (NeurIPS 2019 Workshop on Graph Representations).
Language: Python - Size: 14.3 MB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 4
tonyduan/resnet-classification
Robust CNN image classification with ResNet variants in PyTorch.
Language: Python - Size: 43 MB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
tonyduan/retinanet-detection
Single-shot CNN object detection with RetinaNet in PyTorch.
Language: Python - Size: 667 MB - Last synced at: 11 days ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0
tonyduan/paper-template
Blank starter LaTeX code for writing papers and slides.
Language: TeX - Size: 191 KB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1
tonyduan/boids
Simple implementation of Craig Reynolds' Boids in C++.
Language: C++ - Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
tonyduan/intensive-bpt-calculator
Demo calculator for HTEs in intensive BP therapy (Circulation: CQO 2019).
Language: R - Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
tonyduan/Dash-User-Contributions Fork of Kapeli/Dash-User-Contributions
Dash repo of user contributed docsets
Size: 5.51 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
tonyduan/jax Fork of google/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Language: Python - Size: 3.81 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
tonyduan/clj-yahoo-boss
Clojure client for the Yahoo BOSS Search API.
Language: Clojure - Size: 15.6 KB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0