TariqAHassan / S4Torch
PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.
☆79Updated last year
Alternatives and similar repositories for S4Torch:
Users that are interested in S4Torch are comparing it to the libraries listed below
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆76Updated 11 months ago
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆68Updated last year
- ☆175Updated 10 months ago
- Implementations of various linear RNN layers using pytorch and triton☆49Updated last year
- ☆287Updated 3 months ago
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆52Updated 5 months ago
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆52Updated last week
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆123Updated last year
- Oscillatory State-Space Models☆20Updated last month
- Sequence Modeling with Structured State Spaces☆63Updated 2 years ago
- A State-Space Model with Rational Transfer Function Representation.☆78Updated 10 months ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆112Updated 5 months ago
- Neural Diffusion Processes☆77Updated 8 months ago
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆126Updated 2 months ago
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆91Updated last year
- Parallelizing non-linear sequential models over the sequence length☆51Updated 2 months ago
- Evaluating the Mamba architecture on the Othello game☆46Updated 11 months ago
- Implementation of Block Recurrent Transformer - Pytorch☆217Updated 7 months ago
- Implementation of the proposed minGRU in Pytorch☆285Updated last month
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆86Updated 10 months ago
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆119Updated 2 years ago
- ☆27Updated 9 months ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆99Updated 2 years ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 5 months ago
- C++ and Cuda ops for fused FourierKAN☆76Updated 11 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 9 months ago
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆160Updated 8 months ago
- Code for *ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models*☆84Updated 2 months ago
- [NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models".☆38Updated 5 months ago
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆64Updated 3 months ago