飞桨学习赛：螺旋桨RNA结构预测竞赛

Who this competition fits

适合已有深度学习实践基础、愿意使用 PaddlePaddle 2.0 及以上版本的个人参赛者，尤其是想做 RNA 序列与二级结构输入建模的人。参赛者需要能处理 RNA 序列和 LinearFold 预测的二级结构，并输出逐碱基位置的概率向量。

What this competition gives you

There is a baseline you can run as-is — starting from it is usually far faster than building from scratch.

• BaselineOfficial runnable baseline project
• DataTraining and test RNA datasets
• TutorialWAVE SUMMIT+2020 engineer video explanation
• TutorialBaidu Research RNA competition explanation video
• TutorialLinearRNA tutorial
• TutorialPaddleHelix RNA prediction prerequisite tutorial
• TutorialLinearFold RNA prediction algorithm tutorial
• TutorialUniversity of Freiburg RNA teaching website
• TutorialRNA secondary structure lecture notes
• TutorialRNA structure prediction lecture notes
• Reference paperLinearPartition paper
• Reference paperLinearFold paper
• Reference paperSpotRNA paper

From registration to a first submission

1. 01

   PaddlePaddle 2.0+

2. 02

   RNA序列建模

3. 03

   RNA二级结构表示

4. 04

   序列到序列回归

5. 05

   概率值预测

6. 06

   ZIP与TXT结果文件生成

Before you commit: 难点在于把长度可变的 RNA 序列及其 LinearFold 二级结构转化为逐位置预测，并让每个输出都落在 0 到 1 的概率范围内。提交还要求按测试序列编号分别生成单列 TXT 文件并打包为指定名称的 ZIP，格式错误会直接影响提交。