https://github.com/dr413677671/seq2seq-attention-house-price-prediction

Seq2seq-attention house price prediction.
https://github.com/dr413677671/seq2seq-attention-house-price-prediction

deep-learning keras seq2seq seq2seq-attn signal-analysis tensorflow

Last synced: 24 days ago
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Seq2seq-attention house price prediction.

• Host: GitHub
• URL: https://github.com/dr413677671/seq2seq-attention-house-price-prediction
• Owner: dr413677671
• License: gpl-3.0
• Created: 2022-11-29T11:15:36.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2022-11-29T12:21:03.000Z (about 2 years ago)
• Last Synced: 2023-07-04T07:28:44.668Z (over 1 year ago)
• Topics: deep-learning, keras, seq2seq, seq2seq-attn, signal-analysis, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 521 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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Seq2seq-attention House Price Prediction

      知乎文章 -> Zhihu Article »

      


  


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## About this project

Seq2seq-attention house price prediction. See [Zhihu Article »](https://zhuanlan.zhihu.com/p/106122616)

基于Seq2seq-attention的房价预测，详见 [知乎文章 »](https://zhuanlan.zhihu.com/p/106122616)

## Features:

- [x] Model

    - [x] LSTM

- [ ] Data Augmentation

- [ ] Hyperparameter Search

- [x] Feature Engineering

- [x] Others

    - [x] Standardlization

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### Built With

* [![Tensorflow][Tensorflow]][Tensorflow-url]

* [![Keras][Keras]][Keras-url]

## Features Engineering



## Prediction

	

		

			

				

				


                

              

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				Predict second-half

			

		

	




## Contact

[](https://github.com/https://github.com/dr413677671)    [](https://www.youtube.com/channel/https://www.youtube.com/@randuan9718/videos)    [](https://www.zhihu.com/people/kumonoue) 

## Acknowledgments

* [seq2seq-attn](https://github.com/harvardnlp/seq2seq-attn)

* Logo genetrared by Stable-Diffusion

[contributors-shield]: https://img.shields.io/github/contributors/dr413677671/Seq2seq-attention-house-price-prediction.svg?style=for-the-badge

[contributors-url]: https://github.com/dr413677671/Seq2seq-attention-house-price-prediction/graphs/contributors

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[stars-url]: https://github.com/dr413677671/Seq2seq-attention-house-price-prediction/stargazers

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[issues-url]: https://github.com/dr413677671/Seq2seq-attention-house-price-prediction/issues

[python-img]: https://img.shields.io/badge/Python-FFD43B?style=for-the-badge&logo=python&logoColor=blue

[python-url]: https://www.python.org/

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[Tensorflow-url]: https://github.com/tensorflow/tensorflow

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[Keras-url]: https://github.com/keras-team/keras