tab-transformer-pytorch
conformer
| tab-transformer-pytorch | conformer | |
|---|---|---|
| 1 | 1 | |
| 704 | 334 | |
| - | - | |
| 4.5 | 3.1 | |
| 6 months ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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tab-transformer-pytorch
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[P] pytorch-widedeep v1.0.9: the Perceiver and the FastFormer for tabular data are now available in the library
Code for https://arxiv.org/abs/2012.06678 found: https://github.com/lucidrains/tab-transformer-pytorch
conformer
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[N] Conformer-1 - A state-of-the-art speech recognition model trained on 650K hours of data
Found relevant code at https://github.com/lucidrains/conformer + all code implementations here
What are some alternatives?
tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
routing-transformer - Fully featured implementation of Routing Transformer
Multimodal-Toolkit - Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
enformer-pytorch - Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch
rtdl - Research on Tabular Deep Learning (Python package & papers) [Moved to: https://github.com/Yura52/rtdl]
uformer-pytorch - Implementation of Uformer, Attention-based Unet, in Pytorch
Perceiver - Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow
Linear-Multihead-Attention - Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)
Nystromformer - An implementation of the Nyströmformer, using Nystrom method to approximate standard self attention
perceiver-pytorch - Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
mixture-of-experts - A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models