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README.md

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This repository contains a pytorch implementation of [Multi-Task Neural Processes](https://arxiv.org/abs/2110.14953).
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### Basic Usage
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## Basic Usage
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**Training with missing rate 0.5**
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### Training with missing rate 0.5
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```
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python main.py --model [mtp/stp/jtp/mtp_s] --data [synthetic/weather] --gamma_train 0.5
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```
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**Testing with missing rate 0.5 and context size 10**
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### Testing with missing rate 0.5 and context size 10
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```
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python test.py --eval_name [mtp/stp/jtp/mtp_s] --data [synthetic/weather] --gamma 0.5 --cs 10
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```
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## Citation
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If you find this work useful, please consider citing:
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```bib
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@inproceedings{kim2021multi,
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title={Multi-Task Processes},
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author={Kim, Donggyun and Cho, Seongwoong and Lee, Wonkwang and Hong, Seunghoon},
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booktitle={International Conference on Learning Representations},
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year={2021}
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}
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```

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