SVGs don't work in Github READMEs. I believe this is for security reasons.
Example:
<img src="http://cdn.rawgit.com/<username>/<path>/<to>/<image.svg>">
[1]: https://github.com/samjabrahams/tensorflow-white-paper-notes... [2]: https://github.com/isaacs/github/issues/316#issuecomment-113...