mixture-of-experts VS enformer-pytorch

Compare mixture-of-experts vs enformer-pytorch and see what are their differences.

mixture-of-experts

A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models (by lucidrains)
Artificial intelligence Deep Learning Transformer mixture-of-experts
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enformer-pytorch

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch (by lucidrains)
Artificial intelligence Deep Learning gene-expression attention-mechanism Transformer dna-sequences Genomics
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mixture-of-experts enformer-pytorch
1 1
525 390
- -
4.1 5.7
8 months ago about 1 month ago
Python Python
MIT License MIT License
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mixture-of-experts

Posts with mentions or reviews of mixture-of-experts. We have used some of these posts to build our list of alternatives and similar projects.

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 mixture-of-experts and enformer-pytorch you can also consider the following projects:

uformer-pytorch - Implementation of Uformer, Attention-based Unet, in Pytorch

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

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

DALLE2-pytorch - Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

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

routing-transformer - Fully featured implementation of Routing Transformer

dalle-mini - DALL·E Mini - Generate images from a text prompt

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.

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

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

mixture-of-experts vs uformer-pytorch enformer-pytorch vs latent-diffusion mixture-of-experts vs conformer enformer-pytorch vs DALLE2-pytorch enformer-pytorch vs EQTransformer enformer-pytorch vs routing-transformer enformer-pytorch vs conformer enformer-pytorch vs dalle-mini enformer-pytorch vs genome_integration enformer-pytorch vs v-diffusion-jax enformer-pytorch vs LOGICGUIDE