My pick would have to be the A Whole Nother Story trilogy, in which (spoiler warning) you can only travel back in time. But because time is in a loop of sorts, if you go before the beginning of time, you will be at the end of time. From there you can go back to any time you want to. And time paradoxes cannot be produced. Plus, your memories from the previous timeline exist as well as the memories from the new one.
I have heard of all the others in this thread, and read about 95% of them. Your recommendation is the first one new to me, so thanks for that.
I thought it was refreshingly unique. I hope you like it!