i404788 / s5-pytorchLinks
Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)
☆80Updated last year
Alternatives and similar repositories for s5-pytorch
Users that are interested in s5-pytorch are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆85Updated last year
- Implementations of various linear RNN layers using pytorch and triton☆54Updated 2 years ago
- ☆307Updated 10 months ago
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆72Updated 6 months ago
- Parallelizing non-linear sequential models over the sequence length☆55Updated 4 months ago
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆59Updated 2 months ago
- Implementation of the proposed minGRU in Pytorch☆308Updated 8 months ago
- Sequence Modeling with Structured State Spaces☆66Updated 3 years ago
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆56Updated 3 weeks ago
- A State-Space Model with Rational Transfer Function Representation.☆83Updated last year
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆65Updated last year
- ☆189Updated last year
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆127Updated 2 years ago
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆165Updated 9 months ago
- A Triton Kernel for incorporating Bi-Directionality in Mamba2☆75Updated 11 months ago
- ☆34Updated 11 months ago
- ☆164Updated 2 years ago
- [ICLR'25] Artificial Kuramoto Oscillatory Neurons☆105Updated 3 weeks ago
- Reading list for research topics in state-space models☆330Updated 5 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆90Updated last year
- ☆29Updated last year
- Griffin MQA + Hawk Linear RNN Hybrid☆89Updated last year
- A PyTorch implementation of Legendre Memory Units (LMUs) and its FFT variant☆43Updated 3 years ago
- Oscillatory State-Space Models☆104Updated 3 weeks ago
- ☆117Updated 2 weeks ago
- DeciMamba: Exploring the Length Extrapolation Potential of Mamba (ICLR 2025)☆31Updated 7 months ago
- ☆142Updated last year
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)☆15Updated 10 months ago
- MoMo: Momentum Models for Adaptive Learning Rates☆19Updated last year
- Accelerated First Order Parallel Associative Scan☆191Updated last year