Alternatives and similar repositories for S5

Users that are interested in S5 are comparing it to the libraries listed below

• srush / annotated-s4
  Implementation of https://srush.github.io/annotated-s4
  ☆498Updated 3 weeks ago
• HazyResearch / hippo-code
  ☆178Updated last year
• Gothos / LRU-pytorch
  Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch
  ☆70Updated 2 months ago
• i404788 / s5-pytorch
  Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)
  ☆77Updated last year
• TariqAHassan / S4Torch
  PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.
  ☆82Updated last year
• NicolasZucchet / minimal-LRU
  Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)
  ☆53Updated 8 months ago
• raminmh / liquid-s4
  Liquid Structural State-Space Models
  ☆360Updated last year
• nikhilvyas / SOAP
  ☆197Updated 7 months ago
• ctlllll / SGConv
  ☆163Updated 2 years ago
• proger / accelerated-scan
  Accelerated First Order Parallel Associative Scan
  ☆182Updated 10 months ago
• BirkhoffG / jax-dataloader
  Pytorch-like dataloaders for JAX.
  ☆90Updated last month
• sustcsonglin / flash-linear-rnn
  Implementations of various linear RNN layers using pytorch and triton
  ☆53Updated last year
• NX-AI / xlstm-jax
  Official JAX implementation of xLSTM including fast and efficient training and inference code. 7B model available at https://huggingface.…
  ☆97Updated 6 months ago
• ruke1ire / RTF
  A State-Space Model with Rational Transfer Function Representation.
  ☆79Updated last year
• google-research / jaxpruner
  ☆230Updated 5 months ago
• machine-discovery / deer
  Parallelizing non-linear sequential models over the sequence length
  ☆52Updated 3 weeks ago
• PeaBrane / mamba-tiny
  Simple, minimal implementation of the Mamba SSM in one pytorch file. Using logcumsumexp (Heisen sequence).
  ☆120Updated 8 months ago
• google-deepmind / nanodo
  ☆273Updated last year
• shyamsn97 / hyper-nn
  Easy Hypernetworks in Pytorch and Jax
  ☆103Updated 2 years ago
• autonomousvision / akorn
  [ICLR'25] Artificial Kuramoto Oscillatory Neurons
  ☆95Updated last month
• thjashin / multires-conv
  Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)
  ☆124Updated last year
• vvvm23 / mamba-jax
  Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX
  ☆84Updated last year
• DSL-Lab / GRBM
  Gaussian-Bernoulli Restricted Boltzmann Machines
  ☆104Updated 2 years ago
• johnryan465 / pscan
  ☆40Updated last year
• ag1988 / dss
  Sequence Modeling with Structured State Spaces
  ☆65Updated 2 years ago
• kach / gradient-descent-the-ultimate-optimizer
  Code for our NeurIPS 2022 paper
  ☆369Updated 2 years ago
• evanatyourservice / psgd_jax
  Implementation of PSGD optimizer in JAX
  ☆33Updated 6 months ago
• probml / ssm-book
  Interactive textbook on state-space models
  ☆194Updated last year
• samuela / torch2jax
  Run PyTorch in JAX. 🤝
  ☆256Updated 2 weeks ago
• bhoov / hamux
  Hierarchical Associative Memory User Experience
  ☆101Updated last year