Docker hub has only Go 1.10 image
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The repository https://hub.docker.com/r/centos/go-toolset-7-centos7/ has only one image which contains Go 1.10. It should have all the supported versions of Go.
This is not related to this repo. Please open issue in CentOS issue tracker, but keep in mind that downstream distribution mostly only support subset(some times supper set, but I haven't see that in Go world) of the upstream supported versions.
Please open issue in CentOS issue tracker
Docker Hub is used for CentOS based images rebuilded from RedHat Devtools channel. RedHat released only go 1.10 now [1]. To request some new versions, please report bug in http://bugzilla.redhat.com/
About golang from this repository: you can use Fedora based images to be able to choose whatever golang version from this repo. Fedora images are pushed into registry.fedoraproject.org and mapping of golang version to fedora version can be found in https://apps.fedoraproject.org/packages/golang
So for example to get image with golang 1.11 you can use registry.fedoraproject.org/f29/golang image.
[1] https://developers.redhat.com/blog/2018/11/13/clang-llvm-6-0-go-1-10-and-rust-1-29-now-ga-for-rhel/