尝试以下操作:

Python 3.x

$ pip3 uninstall gensim    
$ apt-get install python3-dev build-essential      
$ pip3 install --upgrade gensim

Python 2.x

$ pip uninstall gensim    
$ apt-get install python-dev build-essential      
$ pip install --upgrade gensim