Maghoumi / pytorch-softdtw-cudaLinks
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch
☆724Updated last year
Alternatives and similar repositories for pytorch-softdtw-cuda
Users that are interested in pytorch-softdtw-cuda are comparing it to the libraries listed below
Sorting:
- Python implementation of soft-DTW.☆582Updated last year
- An implementation of SoftDTW for PyTorch.☆228Updated 5 years ago
- PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA☆148Updated 4 years ago
- (FTML 2021) Official implementation of Dynamical VAEs☆235Updated 2 years ago
- Contrastive Predictive Coding for Automatic Speaker Verification☆506Updated 6 years ago
- Torch implementation of Soft-DTW, supports CUDA.☆46Updated 2 years ago
- PyTorch implementation of VQ-VAE + WaveNet by [Chorowski et al., 2019] and VQ-VAE on speech signals by [van den Oord et al., 2017]☆269Updated 6 years ago
- Code for our NeurIPS 2019 paper "Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models"☆395Updated 5 years ago
- Self-supervised contrastive learning for time series via time-frequency consistency☆509Updated last year
- An implementation of soft-DTW divergences.☆135Updated 4 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆367Updated 4 years ago
- Mixture density network implemented in PyTorch.☆152Updated 2 years ago
- Repository for the paper: 'Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models'☆326Updated 7 months ago
- Python port of R's Comprehensive Dynamic Time Warp algorithms package☆331Updated 2 weeks ago
- DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.☆875Updated last year
- [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model"…☆159Updated 10 months ago
- Gaussian mixture models in PyTorch.☆584Updated 2 years ago
- PyTorch implementation of VQ-VAE by Aäron van den Oord et al.☆599Updated 6 years ago
- Experiments for understanding disentanglement in VAE latent representations☆838Updated 2 years ago
- An example of time series augmentation methods with Keras☆351Updated 3 years ago
- Mixture Density Networks for PyTorch☆222Updated 3 weeks ago
- Pytorch implementation of the Variational Recurrent Neural Network (VRNN).☆291Updated 4 years ago
- DTWNet: a Dynamic Time Warping Network☆68Updated 6 years ago
- Variational Recurrent Autoencoder for timeseries clustering in pytorch☆491Updated 2 years ago
- (Realtime) Temporal Convolutions in PyTorch☆178Updated 8 months ago
- This repo hosts the code and models of "Masked Autoencoders that Listen".☆636Updated last year
- Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering☆351Updated 5 years ago
- Implementation of soft dynamic time warping in pytorch☆99Updated 4 years ago
- PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)☆318Updated 3 years ago
- An implementation of WaveNet with fast generation☆1,020Updated 5 years ago