machine-discovery / deer
Parallelizing non-linear sequential models over the sequence length
☆51Updated 3 months ago
Alternatives and similar repositories for deer:
Users that are interested in deer are comparing it to the libraries listed below
- ☆40Updated last year
- Non official implementation of the Linear Recurrent Unit (LRU, Orvieto et al. 2023)☆53Updated 6 months ago
- ☆30Updated 5 months ago
- ☆27Updated 9 months ago
- Implementations of various linear RNN layers using pytorch and triton☆50Updated last year
- ☆47Updated last year
- ☆31Updated last year
- ☆52Updated 7 months ago
- Experiments on the impact of depth in transformers and SSMs.☆25Updated 6 months ago
- ☆31Updated 6 months ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆83Updated last year
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆69Updated last week
- The Energy Transformer block, in JAX☆57Updated last year
- ☆23Updated 7 months ago
- ☆51Updated 11 months ago
- Pytorch implementation of Simplified Structured State-Spaces for Sequence Modeling (S5)☆76Updated last year
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 10 months ago
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆64Updated last year
- Scalable and Stable Parallelization of Nonlinear RNNS☆15Updated 3 months ago
- ☆37Updated last year
- Official Code Repository for the paper "Key-value memory in the brain"☆25Updated 2 months ago
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆123Updated last year
- Efficient PScan implementation in PyTorch☆16Updated last year
- ☆16Updated 7 months ago
- A State-Space Model with Rational Transfer Function Representation.☆78Updated 11 months ago
- ☆25Updated last year
- Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning" (ICLR 2024)☆11Updated last year
- HGRN2: Gated Linear RNNs with State Expansion☆54Updated 8 months ago
- ☆32Updated last year
- ☆32Updated 7 months ago