Stars
ORION: Orientation-boosted Voxel Nets for 3D Object Recognition
Official implementation of the paper "PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation" (3DV 2021)
论文复现：Prototypical Networks for Few-shot Learning
classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, induction network
Variational inference for Gaussian mixture models
Notebooks on how to fits Bingham distributions to poles of veins
Source code for Naesseth et. al. "Reparameterization Gradients through Acceptance-Rejection Sampling Algorithms" (2017)
a python implementation of latent dirichlet allocation(lda) using variational EM algorithm
Variational inference for Dirchlet Mixture Model (implementation of "Bayesian estimation of Dirichlet mixture model with variational inference")
the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch
A PyTorch Implementation of VaDE(https://arxiv.org/pdf/1611.05148.pdf)
PyTorch implementations of Generative Adversarial Networks.
A Collection of Variational Autoencoders (VAE) in PyTorch.
Dirichlet-Variational Auto-Encoder by PyTorch
Examples of RNNs implementations in Pytorch.