For sequence-to-sequence beginners. PyTorch-implemented 1DCNN, LSTM, Attention, and Transformers.
☆21Aug 3, 2025Updated 7 months ago
Alternatives and similar repositories for TimeSeriesSeq2Seq
Users that are interested in TimeSeriesSeq2Seq are comparing it to the libraries listed below
Sorting:
- Deep learning assisted dynamic mode decomposition☆19Oct 5, 2021Updated 4 years ago
- Time-series forecasting with 1D Conv model, RNN (LSTM) model and Transformer model. Comparison of long-term and short-term forecasts usin…☆40Apr 9, 2023Updated 2 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- A CNN-BiLSTM model for Li-ion battery state of health and remaining useful life prediction☆11Mar 25, 2024Updated last year
- The Boris algorithm for numerically tracing non-relativistic charged particles in electromagnetic fields, written in C, matlab, and pytho…☆16Feb 2, 2024Updated 2 years ago
- ☆37Jan 2, 2024Updated 2 years ago
- SO/PHI data tutorial☆10Jun 3, 2024Updated last year
- This is a series of notebooks to support lectures on Time series analysis and forecast for a course I held in a master postgraduate progr…☆14Nov 29, 2022Updated 3 years ago
- ☆14Jan 5, 2026Updated 2 months ago
- Time series analysis in R☆14Nov 17, 2025Updated 3 months ago
- A package for magnetic field extrapolation.☆14Feb 9, 2026Updated last month
- This is a working version in python of the dave4vm software that was originally written in IDL☆14May 6, 2020Updated 5 years ago
- Basic Finite Volume Method codes of example problems☆10Jan 2, 2023Updated 3 years ago
- Simple model creation for time series classification in Pytorch☆13Aug 24, 2025Updated 6 months ago
- Source code for paper "Physics-aligned field reconstruction with diffusionn bridge"☆13Feb 12, 2025Updated last year
- Sequential Parameter Optimization in Python☆14Jan 12, 2026Updated last month
- Code for paper Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks☆12Aug 9, 2022Updated 3 years ago
- DIPformer: A Deep Invert Patching Transformer for Battery State of Health Estimation☆18Jun 27, 2024Updated last year
- Pix2PixCC codes: an improved model for image-to-image translation and scientific data analysis☆12Jul 14, 2025Updated 7 months ago
- ☆12May 3, 2023Updated 2 years ago
- Orthogonal Multipole Magnetic Basis Vectors - Complete orthogonal vector basis with accurate field-line mapping of electric fields and io…☆12Apr 7, 2025Updated 11 months ago
- DCRNN的Pytorch实现☆11Jun 21, 2023Updated 2 years ago
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term m…☆12Oct 28, 2024Updated last year
- python stellar atmosphere and spectrum modeling code☆12Jul 6, 2023Updated 2 years ago
- ☆10Nov 24, 2025Updated 3 months ago
- Monte Carlo Radiation Transfer Through an Astrophysical Jet☆11Feb 12, 2026Updated 3 weeks ago
- C++ implementation of the enthalpy-based thermal evolution of loops (EBTEL) model wrapped in Python☆13Feb 26, 2026Updated last week
- ☆11Jun 24, 2024Updated last year
- Time Series Forecasting with Dynamic Graph Modeling☆15Aug 31, 2025Updated 6 months ago
- Conditional DDPM for characterizing radio sources from dirty images. (autumn 2023)☆11Nov 30, 2023Updated 2 years ago
- HYDrodynamics and RADiation Code for computing solutions to field-aligned hydrodynamic equations in coronal loops☆15Feb 11, 2026Updated 3 weeks ago
- Variational Autoencoder (VAE)-like neural network to solve ideal MHD equilibrium in a tokamak☆11May 20, 2022Updated 3 years ago
- ☆10Jun 1, 2023Updated 2 years ago
- Deep Learning Assisted Stokes Inversion☆10May 22, 2023Updated 2 years ago
- Python package for forward modeling optically-thin emission from field-aligned hydrodynamic models☆12Feb 10, 2026Updated 3 weeks ago
- ☆17Feb 23, 2026Updated 2 weeks ago
- pysat support for space weather indices and data sets☆14Oct 21, 2025Updated 4 months ago
- ☆14Jun 12, 2024Updated last year
- DeepMerge: An implementation of neural network models for classifying merging galaxies☆10Dec 12, 2024Updated last year