TariqAHassan / S4TorchLinks
PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.
☆84Updated last year
Alternatives and similar repositories for S4Torch
Users that are interested in S4Torch are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆77Updated last year
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆71Updated 4 months ago
- ☆182Updated last year
- ☆298Updated 7 months ago
- Implementations of various linear RNN layers using pytorch and triton☆53Updated 2 years ago
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆125Updated last year
- A State-Space Model with Rational Transfer Function Representation.☆79Updated last year
- 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 last week
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆56Updated last month
- Implementation of the proposed minGRU in Pytorch☆302Updated 5 months ago
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆123Updated 2 years ago
- ☆164Updated 2 years ago
- Parallelizing non-linear sequential models over the sequence length☆53Updated 2 months ago
- A PyTorch implementation of Legendre Memory Units (LMUs) and its FFT variant☆43Updated 3 years ago
- A practical implementation of GradNorm, Gradient Normalization for Adaptive Loss Balancing, in Pytorch☆102Updated this week
- The accompanying code for "Simplifying and Understanding State Space Models with Diagonal Linear RNNs" (Ankit Gupta, Harsh Mehta, Jonatha…☆22Updated 2 years ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆89Updated last year
- Implementation of GateLoop Transformer in Pytorch and Jax☆90Updated last year
- ☆27Updated last year
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆171Updated last year
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆106Updated 9 months ago
- [ICLR'25] Artificial Kuramoto Oscillatory Neurons☆97Updated 2 weeks ago
- Code for SpaceTime 🌌⏱️. Proposed in Effectively Modeling Time Series with Simple Discrete State Spaces, ICLR 2023.☆175Updated 2 years ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Updated 2 years ago
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)☆15Updated 7 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆87Updated last year
- Code repository for Trajectory Flow Matching☆77Updated 9 months ago
- Implementation of the transformer proposed in "Building Blocks for a Complex-Valued Transformer Architecture"☆81Updated last year
- Implementation of Block Recurrent Transformer - Pytorch☆219Updated last year