Selenium Webdriver testing(Safari ) in windows or ubuntu

I working on the automation script using selenium webdriver, I tried with the browsers chrome and firefox in my windows and linux machine both chrome and firefox works fine, but I tried the same with safari but it is not working in both windows and linux machine, Wanna know is there a possibility to launch safari webdriver for testing in windows and linux machine. Thanks in advance.