TariqAHassan / S4Torch
PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.
☆77Updated 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)☆75Updated 10 months ago
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆68Updated last year
- ☆286Updated 2 months ago
- Implementations of various linear RNN layers using pytorch and triton☆50Updated last year
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆52Updated 4 months ago
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆51Updated last month
- Parallelizing non-linear sequential models over the sequence length☆51Updated 2 months 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).☆114Updated 5 months ago
- Sequence Modeling with Structured State Spaces☆63Updated 2 years ago
- ☆175Updated 9 months ago
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆125Updated last month
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆87Updated last year
- Implementation of the proposed minGRU in Pytorch☆282Updated last week
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆122Updated last year
- 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
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆86Updated 9 months ago
- State Space Models☆66Updated 10 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆83Updated last year
- Implementation of Block Recurrent Transformer - Pytorch☆218Updated 7 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆103Updated 4 months ago
- ☆125Updated last year
- C++ and Cuda ops for fused FourierKAN☆76Updated 10 months ago
- ☆164Updated 2 years ago
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆63Updated 3 months ago
- ☆30Updated 3 months ago
- Neural Diffusion Processes☆76Updated 7 months ago
- Code repository for Trajectory Flow Matching☆59Updated 4 months ago
- Reading list for research topics in state-space models☆267Updated 2 months ago