yoyolicoris / pytorch-NMF
A pytorch package for non-negative matrix factorization.
☆230Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for pytorch-NMF
- Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.☆126Updated 2 weeks ago
- PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)☆307Updated 2 years ago
- Multimodal Mixture-of-Experts VAE☆192Updated last year
- Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs…☆80Updated 9 months ago
- InfoMax-VAE pytorch implementation☆23Updated 3 months ago
- A brief tutorial on the Wasserstein auto-encoder☆84Updated 5 years ago
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆320Updated 4 years ago
- An implementation of soft-DTW divergences.☆131Updated 3 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆271Updated 10 months ago
- A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)☆154Updated 6 years ago
- Deep Learning Model for Signal Data☆83Updated 5 years ago
- L1-regularized least squares with PyTorch☆63Updated last year
- Implementation and tutorials of normalizing flows with the novel distributions module☆160Updated 4 years ago
- Adaptive Gradient Clipping☆117Updated 2 years ago
- ☆89Updated 5 years ago
- Gaussian Process Prior Variational Autoencoder☆79Updated 5 years ago
- Official implementation of Dynamical VAEs☆214Updated last year
- Adaptive pooling operators for multiple instance learning☆76Updated 2 years ago
- Ladder Variational Autoencoders (LVAE) in PyTorch☆89Updated 4 years ago
- Code for Optimal Transport for structured data with application on graphs☆98Updated last year
- DTWNet: a Dynamic Time Warping Network☆67Updated 4 years ago
- Self-Supervised Noise Embeddings (Self-SNE)☆158Updated last week
- Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge☆60Updated last year
- NMF/NTF with Pytorch☆17Updated 5 years ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆98Updated 4 years ago
- Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)☆46Updated 4 years ago
- Nonlinear Independent Components Estimation (Dinh et al, 2014) in PyTorch.☆115Updated 6 years ago
- An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.☆297Updated last year
- MINE: Mutual Information Neural Estimation in pytorch (unofficial)☆203Updated 6 years ago
- Implementation of the BASIS algorithm for source separation with deep generative priors☆37Updated last year