how i can install AMSGrad optimizer on Jupyter notebook
Installation for use in Jupyter is not different than for using with any other Python package. Follow standard installation instructions for the package you want. The only consideration for Jupyter is that you install the package in the same Python environment as Jupyter itself.
Thanks a lot for your guideline.