A docker socket allowing for multiple MLIP usages within the same python environment.
mlipdockers是一个实现在同一个python环境中使用不同机器学习原子间势（MLIP）的docker接口。

Install: pip install mlipdockers

Integrated machine learning interatomic potentials (MLIPs) including grace-2l chgnet mace orb-models sevenn eqv2. Details can be find in https://matbench-discovery.materialsproject.org/

Our images are uploaded in the Alibaba Cloud. Therefore, to use our package, you need to register an Alibaba Cloud account at https://account.alibabacloud.com/ and install docker.
docker镜像上传在阿里云，因此需要注册阿里云账号才能使用。

After you register your Alibaba Cloud account, go to the Container Registry/Instances page, follow the instruction to register for a totally free Instance of Personal Edition, and get your countainer registry [username] and [password] which you will need to login in to the docker registry.
注册账号以后，进入容器镜像服务页面，根据提示注册免费的个人实例，在个人实例-访问凭证获得docker login ...命令，复制到本地运行进行登录便获得了访问阿里云上公开镜像的权限。

Finally, execute the docker login command provided in your own Container Registry/Instances page, and try to run tutorial.ipynb.

Try examples now!