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Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

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Hi I mention that you introduce branch parallelism in your arxiv paper. I wonder that is the model structure implemented by BP is identical to the one in Alphafold2 paper....

![image](https://user-images.githubusercontent.com/110749356/191449193-1429d736-e56a-4319-821b-7b701dc23b34.png) ![image](https://user-images.githubusercontent.com/110749356/191449234-fe7c0c32-2c0c-4f66-8c64-098ca28371f0.png)

![image](https://user-images.githubusercontent.com/32087615/188414070-d556f5c0-6363-422f-9d83-f272ca7bac35.png) ![image](https://user-images.githubusercontent.com/32087615/188414495-954122ae-ba6c-46fa-b8ec-3542625c1a0c.png) 运行过程中没有生成这个pkl文件,导致没法继续了,没有找到哪里读取了数据集处理,下载的数据集是csv文件,放在data文件夹,问题在哪呢

Install the package and requirements based on the instructions https://github.com/PaddlePaddle/PaddleHelix/tree/dev/apps/protein_folding/helixfold-single (BTW, is the required module cudnn: 8.10.1 version having an issue, it seems cudnn only has 8.3.x?) when run the...

在运行finetune_class.sh文件时,第5和6行显示source:not found,请问该怎么处理能顺利运行下去 ![8503194e91f737a6d40e3dabba917d4](https://user-images.githubusercontent.com/32087615/188367857-ebf61f5d-195b-4135-ae9d-b9dbc85ebbbb.jpg) ![392a54e7b5719d03f69d41c8965d7f4](https://user-images.githubusercontent.com/32087615/188367957-ee6eeb83-8653-43e3-b108-b5ba64f9a303.jpg)

您好,非常感谢您查阅此问题。 我的问题是在运行脚本python train_cls.py --epochs 200 --lr 5e-4 --dataset cls_davis时打印: (moltrans) D:\PaddleHelix-dev\apps\drug_target_interaction\moltrans_dti>python train_cls.py --batchsize 64 --epochs 200 --lr 5e-4 --dataset cls_davis Traceback (most recent call last): File "train_cls.py", line 18, in...

环境配置和库安装都已解决,但在运行脚本“train_cls.py”时报错,在网上查了一下,可能是版本更新导致的API问题,但是'__getitem__'方法被替代了吗?如果被替代怎么查现在的名字? ![API问题](https://github.com/PaddlePaddle/PaddleHelix/assets/73704045/10bf32f4-9e96-42bc-a69e-ec6ad922e60e) ![paddle问题](https://github.com/PaddlePaddle/PaddleHelix/assets/73704045/79c50430-902a-416a-88cd-e47a7b155639) 非常期待得到您的回信,不胜感激! 打印内容: (moltrans) D:\PaddleHelix-dev\apps\drug_target_interaction\moltrans_dti>python train_cls.py --batchsize 64 --epochs 200 --lr 5e-4 --dataset cls_davis Traceback (most recent call last): File "train_cls.py", line 18, in from helper import utils...

您好,我根据网站(https://gitee.com/paddle-helix/PaddleHelix/blob/dev/installation_guide_cn.md)的指导步骤去安装项目,遇到了一些问题,前面都已经解决,但是最后面安装paddlehelix时出现了问题: 1.用指令pip install paddlehelix安装,它安装的来源是:Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple Collecting paddlehelix ...... Using cached https://pypi.tuna.tsinghua.edu.cn/packages/a4/0b/d1c703256cf293be77b7db44dbef62251fe02a97d0bef981f7120b0b0c0f/sklearn-0.0.post11.tar.gz (3.6 kB)时出现错误提示,主要是说sklearn现在不用了,是用scikit-learn,但是那个网站的东西应该是固定的,我不知道怎么去改它的requirements.txt,所以想了解有没有别的下载源。 2.在github上下载后通过python运行setup.py安装,这里的问题一个是提示: Please avoid running ``setup.py`` directly. Instead, use pypa/build, pypa/installer or other standards-based tools. 另一个问题是最后有报error:...

你好,我在加载geognn模型预训练权重(位置在PaddleHelix/apps/pretrained_coumpound/ChemRL/GEM/pretrain_models/class.pdparams)的时候显示有两个layes的权重大小匹配不上,分别是 init_atom_embedding.embed_list.3 和 init_atom_embedding.embed_list.6。如下图所示 ![image](https://github.com/PaddlePaddle/PaddleHelix/assets/67458283/a3a39ea4-6336-4afc-9f16-1a20619b3165) 另外还有一个问题,如果想手动修改geognn模型中的每层的节点数量应该如何操作呢?