lucidrains / nystrom-attentionLinks
Implementation of Nyström Self-attention, from the paper Nyströmformer
☆135Updated 3 months ago
Alternatives and similar repositories for nystrom-attention
Users that are interested in nystrom-attention are comparing it to the libraries listed below
Sorting:
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆141Updated 4 years ago
- Axial Positional Embedding for Pytorch☆83Updated 4 months ago
- Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning☆161Updated last year
- Implementation of Fast Transformer in Pytorch☆175Updated 3 years ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆204Updated last year
- Code repository for the ICLR 2022 paper "FlexConv: Continuous Kernel Convolutions With Differentiable Kernel Sizes" https://openreview.ne…☆116Updated 2 years ago
- Another attempt at a long-context / efficient transformer by me☆38Updated 3 years ago
- Implementation of Feedback Transformer in Pytorch☆107Updated 4 years ago
- ☆47Updated 2 years ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆127Updated 2 years ago
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆119Updated 3 years ago
- Framework for creating (partially) reversible neural networks with PyTorch☆152Updated 2 years ago
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆91Updated 3 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆214Updated 2 years ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆252Updated 2 years ago
- Implementation of LogAvgExp for Pytorch☆36Updated 3 months ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Updated 2 years ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi…☆51Updated 3 years ago
- ☆74Updated 2 years ago
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆282Updated last year
- ☆376Updated last year
- Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch☆184Updated 2 years ago
- ☆163Updated 2 years ago
- GPT, but made only out of MLPs☆89Updated 4 years ago
- A GPT, made only of MLPs, in Jax☆58Updated 4 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆105Updated 4 years ago
- Implementation of Linformer for Pytorch☆290Updated last year
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 3 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- A Domain-Agnostic Benchmark for Self-Supervised Learning☆107Updated 2 years ago