machine-discovery / deerLinks
Parallelizing non-linear sequential models over the sequence length
☆56Updated 6 months ago
Alternatives and similar repositories for deer
Users that are interested in deer are comparing it to the libraries listed below
Sorting:
- ☆35Updated last year
- ☆34Updated last year
- Implementations of various linear RNN layers using pytorch and triton☆54Updated 2 years ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆92Updated last year
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆61Updated 3 months ago
- ☆33Updated last year
- ☆40Updated last year
- ☆51Updated last year
- Scalable and Stable Parallelization of Nonlinear RNNS☆28Updated 2 months ago
- ☆29Updated last year
- Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)☆14Updated 6 months ago
- Experiments on the impact of depth in transformers and SSMs.☆39Updated 2 months ago
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆66Updated last year
- ☆62Updated last year
- Code for "Theoretical Foundations of Deep Selective State-Space Models" (NeurIPS 2024)☆15Updated 11 months ago
- ☆33Updated last year
- Efficient PScan implementation in PyTorch☆17Updated last year
- ☆50Updated last week
- Official Code Repository for the paper "Key-value memory in the brain"☆31Updated 10 months ago
- Curse-of-memory phenomenon of RNNs in sequence modelling☆19Updated 7 months ago
- ☆33Updated 2 years ago
- ☆53Updated last year
- ☆38Updated last year
- ☆73Updated last year
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆86Updated last year
- Official implementation of the transformer (TF) architecture suggested in a paper entitled "Looped Transformers as Programmable Computers…☆29Updated 2 years ago
- ☆32Updated last year
- A State-Space Model with Rational Transfer Function Representation.☆83Updated last year
- Implementation of GateLoop Transformer in Pytorch and Jax☆91Updated last year
- ☆34Updated 2 years ago