TariqAHassan / S4TorchLinks
PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.
☆82Updated last year
Alternatives and similar repositories for S4Torch
Users that are interested in S4Torch are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆77Updated last year
- ☆298Updated 6 months ago
- ☆180Updated last year
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆71Updated 3 months ago
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆125Updated last year
- Implementations of various linear RNN layers using pytorch and triton☆53Updated 2 years ago
- Sequence Modeling with Structured State Spaces☆65Updated 3 years ago
- A State-Space Model with Rational Transfer Function Representation.☆79Updated last year
- Code for SpaceTime 🌌⏱️. Proposed in Effectively Modeling Time Series with Simple Discrete State Spaces, ICLR 2023.☆175Updated 2 years ago
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆123Updated 2 years ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆88Updated last year
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆55Updated 3 weeks ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆89Updated last year
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆56Updated 2 weeks ago
- Parallelizing non-linear sequential models over the sequence length☆53Updated last month
- ☆163Updated 2 years ago
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆100Updated last year
- A PyTorch implementation of Legendre Memory Units (LMUs) and its FFT variant☆43Updated 3 years ago
- Implementation of the proposed minGRU in Pytorch☆300Updated 4 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆85Updated last year
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)☆15Updated 6 months ago
- [ICLR'25] Artificial Kuramoto Oscillatory Neurons☆95Updated last month
- ☆27Updated last year
- Implementation of Block Recurrent Transformer - Pytorch☆220Updated 11 months ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Updated 2 years ago
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆169Updated 11 months ago
- Easy Hypernetworks in Pytorch and Jax☆103Updated 2 years ago
- Code for *ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models*☆85Updated 6 months ago
- ☆31Updated 8 months ago
- Implementation of the transformer proposed in "Building Blocks for a Complex-Valued Transformer Architecture"☆81Updated last year