lindermanlab / S5
☆286Updated 2 months ago
Alternatives and similar repositories for S5:
Users that are interested in S5 are comparing it to the libraries listed below
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆76Updated 11 months ago
- ☆175Updated 9 months ago
- Implementation of https://srush.github.io/annotated-s4☆486Updated 2 years ago
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆52Updated 4 months ago
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆77Updated last year
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆68Updated last year
- ☆169Updated 3 months ago
- Accelerated First Order Parallel Associative Scan☆177Updated 7 months ago
- Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).☆114Updated 5 months ago
- Implementations of various linear RNN layers using pytorch and triton☆50Updated last year
- A State-Space Model with Rational Transfer Function Representation.☆78Updated 10 months ago
- ☆164Updated 2 years ago
- Reading list for research topics in state-space models☆268Updated 2 months ago
- Liquid Structural State-Space Models☆343Updated last year
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆122Updated last year
- Pytorch-like dataloaders for JAX.☆77Updated 5 months ago
- Annotated version of the Mamba paper☆477Updated last year
- Sequence Modeling with Structured State Spaces☆63Updated 2 years ago
- Official JAX implementation of xLSTM including fast and efficient training and inference code. 7B model available at https://huggingface.…☆89Updated 2 months ago
- Parallelizing non-linear sequential models over the sequence length☆51Updated 2 months ago
- ☆215Updated 8 months ago
- [ICLR'25] Artificial Kuramoto Oscillatory Neurons☆67Updated last month
- Implementation of the proposed minGRU in Pytorch☆283Updated last week
- Modern Fixed Point Systems using Pytorch☆88Updated last year
- ☆220Updated last month
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 9 months ago
- Efficient optimizers☆184Updated 2 weeks ago
- A MAD laboratory to improve AI architecture designs 🧪☆108Updated 3 months ago
- Implementation of Block Recurrent Transformer - Pytorch☆218Updated 7 months ago
- FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores☆307Updated 2 months ago