Benjamin-Walker / selective-ssms-and-linear-cdesLinks
Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)
☆15Updated 10 months ago
Alternatives and similar repositories for selective-ssms-and-linear-cdes
Users that are interested in selective-ssms-and-linear-cdes are comparing it to the libraries listed below
Sorting:
- Efficient PScan implementation in PyTorch☆17Updated last year
- Official Code Repository for the paper "Key-value memory in the brain"☆29Updated 8 months ago
- ☆34Updated last year
- HGRN2: Gated Linear RNNs with State Expansion☆55Updated last year
- MambaFormer in-context learning experiments and implementation for https://arxiv.org/abs/2402.04248☆57Updated last year
- ☆33Updated last year
- Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021☆13Updated 3 years ago
- Curse-of-memory phenomenon of RNNs in sequence modelling☆18Updated 6 months ago
- Parallelizing non-linear sequential models over the sequence length☆55Updated 4 months ago
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆65Updated last year
- ☆29Updated last year
- ☆31Updated last year
- Expanding linear RNN state-transition matrix eigenvalues to include negatives improves state-tracking tasks and language modeling without…☆17Updated 8 months ago
- Implementations of various linear RNN layers using pytorch and triton☆54Updated 2 years ago
- Official code for the paper "Attention as a Hypernetwork"☆46Updated last year
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆127Updated 2 years ago
- ☆61Updated last year
- Experiments on the impact of depth in transformers and SSMs.☆37Updated 3 weeks ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆89Updated last year
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Updated last year
- ☆38Updated last year
- ☆49Updated last year
- An annotated implementation of the Hyena Hierarchy paper☆34Updated 2 years ago
- ☆23Updated last year
- ☆34Updated 11 months ago
- ☆57Updated last year
- Here we will test various linear attention designs.☆61Updated last year
- A State-Space Model with Rational Transfer Function Representation.☆83Updated last year
- Unofficial implementation of paper : Exploring the Space of Key-Value-Query Models with Intention☆12Updated 2 years ago
- ☆33Updated last year