ag1988 / dssLinks
Sequence Modeling with Structured State Spaces
☆66Updated 3 years ago
Alternatives and similar repositories for dss
Users that are interested in dss are comparing it to the libraries listed below
Sorting:
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Updated 2 years ago
- ☆164Updated 2 years ago
- Sequence Modeling with Multiresolution Convolutional Memory (ICML 2023)☆127Updated last year
- ☆185Updated last year
- Implementation of GateLoop Transformer in Pytorch and Jax☆91Updated last year
- Implementations of various linear RNN layers using pytorch and triton☆52Updated 2 years ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆207Updated 2 years ago
- Transformers with doubly stochastic attention☆48Updated 3 years 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
- Official code for Long Expressive Memory (ICLR 2022, Spotlight)☆71Updated 3 years ago
- Unofficial but Efficient Implementation of "Mamba: Linear-Time Sequence Modeling with Selective State Spaces" in JAX☆89Updated last year
- Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper☆81Updated 3 years ago
- Standalone Product Key Memory module in Pytorch - for augmenting Transformer models☆84Updated last year
- Relative Positional Encoding for Transformers with Linear Complexity☆65Updated 3 years ago
- ☆32Updated last year
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆105Updated 4 years ago
- Continuous Augmented Positional Embeddings (CAPE) implementation for PyTorch☆42Updated 2 years ago
- The accompanying code for "Simplifying and Understanding State Space Models with Diagonal Linear RNNs" (Ankit Gupta, Harsh Mehta, Jonatha…☆23Updated 2 years ago
- Sequence modeling with Mega.☆300Updated 2 years ago
- Gaussian-Bernoulli Restricted Boltzmann Machines☆106Updated 2 years ago
- Implementation of Discrete Key / Value Bottleneck, in Pytorch☆88Updated 2 years ago
- Easy Hypernetworks in Pytorch and Jax☆105Updated 2 years ago
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated last year
- Why Do We Need Weight Decay in Modern Deep Learning? [NeurIPS 2024]☆67Updated last year
- Implementation of Memformer, a Memory-augmented Transformer, in Pytorch☆124Updated 4 years ago
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆87Updated last year
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆66Updated last year
- Layerwise Batch Entropy Regularization☆23Updated 3 years ago
- ☆58Updated last year
- Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch☆92Updated 2 years ago