younglululu / DeepPINK
DeepPINK: reproducible feature selection in deep neural networks
☆21Updated 6 months ago
Related projects: ⓘ
- Implementation of "Learning latent subspaces in variational autoencoders"☆21Updated 4 years ago
- Code for "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis"☆26Updated 4 years ago
- Codebase for INVASE: Instance-wise Variable Selection - 2019 ICLR☆59Updated 4 years ago
- Learning Autoencoders with Relational Regularization☆44Updated 3 years ago
- PyTorch implementation of "MIDA: Multiple Imputation using Denoising Autoencoders"☆24Updated 5 years ago
- VCCA Pytorch Implementation on MNIST dataset☆16Updated 6 years ago
- Contrastive Variational Autoencoders☆61Updated 5 years ago
- Code for "Learning with minibatch Wasserstein: asymptotic and gradient properties".☆13Updated 3 years ago
- ☆18Updated 4 years ago
- Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of var…☆38Updated last year
- Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge☆60Updated last year
- Code for Sliced Gromov-Wasserstein☆65Updated 4 years ago
- Monte Carlo Flow Models for Data Imputation☆17Updated 4 years ago
- Official implementation of ICLR 2020 paper Unsupervised Clustering using Pseudo-semi-supervised Learning☆48Updated 3 years ago
- Anonymized code for ICLR 2019 submission "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"☆20Updated 5 years ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆98Updated 4 years ago
- Implementation of the MIWAE method for deep generative modelling of incomplete data sets.☆37Updated 6 months ago
- MPVAE: Multivariate Probit Variational AutoEncoder for Multi-Label Classification☆30Updated last year
- A TensorFlow implementation of the paper 'Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks'☆30Updated 4 months ago
- informal exposition of Weisfeiler-Leman similarity☆27Updated 3 years ago
- ☆25Updated 5 years ago
- Pytorch Adversarial Auto Encoder (AAE)☆86Updated 5 years ago
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆34Updated 5 years ago
- Detecting Statistical Interactions from Neural Network Weights☆47Updated 4 years ago
- Implementation of the Neural Clustering Process algorithm in Pytorch☆31Updated 4 years ago
- Self-Explaining Neural Networks☆38Updated 4 years ago
- Implementation of a model to make VAE and GMM train from each other☆25Updated 2 years ago
- VGrow for deep generative learning☆12Updated 5 years ago
- Variational auto encoder in pytorch☆54Updated 5 years ago
- ☆13Updated 6 years ago