tab-transformer-pytorch VS perceiver-ar-pytorch

Compare tab-transformer-pytorch vs perceiver-ar-pytorch and see what are their differences.

tab-transformer-pytorch

Implementation of TabTransformer, attention network for tabular data, in Pytorch (by lucidrains)
Artificial intelligence Deep Learning Transformer attention-mechanism tabular-data
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perceiver-ar-pytorch

Implementation of Perceiver AR, Deepmind's new long-context attention network based on Perceiver architecture, in Pytorch (by lucidrains)
artficial-intelligence attention-mechanism Deep Learning Transformer long-context
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tab-transformer-pytorch perceiver-ar-pytorch
1 1
704 85
- -
4.5 1.8
6 months ago about 1 year 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.
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tab-transformer-pytorch

Posts with mentions or reviews of tab-transformer-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-07.

perceiver-ar-pytorch

Posts with mentions or reviews of perceiver-ar-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-03.
  • Ask HN: AI-Generated Music?
    2 projects | news.ycombinator.com | 3 Jul 2022
    Found this today, the output is pretty impressive to my ears: https://github.com/lucidrains/perceiver-ar-pytorch + https://storage.googleapis.com/perceiver-ar/index.html

What are some alternatives?

When comparing tab-transformer-pytorch and perceiver-ar-pytorch you can also consider the following projects:

tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Multimodal-Toolkit - Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

rtdl - Research on Tabular Deep Learning (Python package & papers) [Moved to: https://github.com/Yura52/rtdl]

routing-transformer - Fully featured implementation of Routing Transformer

Linear-Multihead-Attention - Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)

perceiver-pytorch - Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

HTM-pytorch - Implementation of Hierarchical Transformer Memory (HTM) for Pytorch

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

DALLE-pytorch - Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

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

tab-transformer-pytorch vs tabnet tab-transformer-pytorch vs Multimodal-Toolkit tab-transformer-pytorch vs rtdl tab-transformer-pytorch vs routing-transformer tab-transformer-pytorch vs Linear-Multihead-Attention tab-transformer-pytorch vs perceiver-pytorch tab-transformer-pytorch vs HTM-pytorch tab-transformer-pytorch vs conformer tab-transformer-pytorch vs DALLE-pytorch tab-transformer-pytorch vs LOGICGUIDE