lucidrains / nystrom-attention
Implementation of Nyström Self-attention, from the paper Nyströmformer
☆124Updated 11 months ago
Alternatives and similar repositories for nystrom-attention:
Users that are interested in nystrom-attention are comparing it to the libraries listed below
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆128Updated 3 years ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆125Updated 2 years ago
- ☆367Updated last year
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆204Updated last year
- Implementation of Feedback Transformer in Pytorch☆105Updated 3 years ago
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆118Updated 3 years ago
- Implementation of H-Transformer-1D, Hierarchical Attention for Sequence Learning☆157Updated 11 months ago
- ☆164Updated last year
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆210Updated last year
- Implementation of Linformer for Pytorch☆262Updated last year
- Axial Positional Embedding for Pytorch☆66Updated last week
- A Domain-Agnostic Benchmark for Self-Supervised Learning☆107Updated last year
- Code repository for the ICLR 2022 paper "FlexConv: Continuous Kernel Convolutions With Differentiable Kernel Sizes" https://openreview.ne…☆115Updated 2 years ago
- Implementation of "compositional attention" from MILA, a multi-head attention variant that is reframed as a two-step attention process wi …☆50Updated 2 years ago
- GPT, but made only out of MLPs☆88Updated 3 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆209Updated 8 months ago
- ☆47Updated 2 years ago
- Another attempt at a long-context / efficient transformer by me☆37Updated 2 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆210Updated 3 years ago
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆97Updated last year
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆250Updated 2 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 2 years ago
- A GPT, made only of MLPs, in Jax☆57Updated 3 years ago
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 2 years ago
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆84Updated 3 years ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆226Updated 2 years ago
- ☆72Updated 2 years ago
- Implementation of Fast Transformer in Pytorch☆172Updated 3 years ago
- Framework for creating (partially) reversible neural networks with PyTorch☆148Updated 2 years ago
- Fully featured implementation of Routing Transformer☆288Updated 3 years ago