routing-transformer VS enformer-pytorch

Compare routing-transformer vs enformer-pytorch and see what are their differences.

enformer-pytorch

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch (by lucidrains)
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routing-transformer enformer-pytorch
1 1
288 456
1.4% 2.6%
0.0 4.5
over 3 years ago 4 months ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

routing-transformer

Posts with mentions or reviews of routing-transformer. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-10.
  • Will Transformers Take over Artificial Intelligence?
    5 projects | news.ycombinator.com | 10 Mar 2022
    I would recommend Routing Transformer https://github.com/lucidrains/routing-transformer but the real truth is nothing beats full attention. Luckily, someone recently figured out how to get past the memory bottleneck. https://github.com/lucidrains/memory-efficient-attention-pyt...

enformer-pytorch

Posts with mentions or reviews of enformer-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-25.
  • [D] Is anyone working on open-sourcing Dall-E 2?
    5 projects | /r/MachineLearning | 25 Apr 2022
    thanks for the kind words, and also, great idea :) recently had the pleasure of collaborating with one of their engineers to get a genetics transformer open sourced and hosted on their hub https://github.com/lucidrains/enformer-pytorch hopefully we get to collaborate again in the future

What are some alternatives?

When comparing routing-transformer and enformer-pytorch you can also consider the following projects:

memory-efficient-attention-pyt

genome_integration - MR-link and genome integration. genome_integration is a repository for the analysis of genomic data. Specifically, the repository implements the causal inference method MR-link, as well as other Mendelian randomization methods.

conformer - Implementation of the convolutional module from the Conformer paper, for use in Transformers

vit-pytorch - Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

EQTransformer - EQTransformer, a python package for earthquake signal detection and phase picking using AI.

Compact-Transformers - Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)

LOGICGUIDE - Plug in and Play implementation of "Certified Reasoning with Language Models" that elevates model reasoning by 40%

memory-efficient-attention-pytorch - Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"

v-diffusion-jax - v objective diffusion inference code for JAX.

tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch

latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models

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