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normalizing-flows
Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.mixture-density-network
Mixture density network implemented in PyTorch.matrix-completion
Lightweight Python library for in-memory matrix completion.diffusion
From-scratch diffusion model implemented in PyTorch.rs4a
Randomized Smoothing of All Shapes and Sizes (ICML 2020).snn
Self-normalizing neural network implemented in PyTorch.conjugate-bayes
Conjugate Bayesian linear regression and distribution models in Python.transformer-blocks
Multi-Head Attention, Transformer, Perceiver, Linear Attention.hte-prediction-rcts
Predicting treatment effects from RCTs (Circulation: CQO 2019).ge-vae
Graph Embedding VAE (NeurIPS 2019 Workshop on Graph Representations).gp-lib
Lightweight Python library for (sparse) GP regression.graph-embeddings
Methods for embedding the structure of graphs into node features.glm-lib
Lightweight Python library for GLM regression.dotfiles
Personal dotfiles and logs of installed packages.variational-autoencoders
Variational autoencoder implemented in PyTorch. Derives the ELBO, Log-Derivative trick, Reparameterization trick.paper-template
Blank starter LaTeX code for writing papers and slides.retinanet-detection
Single-shot CNN object detection with RetinaNet in PyTorch.maskformer
Maskformer (Per-Pixel Classification is Not All You Need) in PyTorch.Love Open Source and this site? Check out how you can help us