It comes after a weekend during which Palestinian militants launched hundreds of rockets into Israel prompting retaliatory air and artillery strikes.
At least four Israelis and 25 Palestinians were killed.
Israel has not confirmed the truce, but its military has lifted emergency measures in place in southern Israel.
The violence flared up on Friday during a protest against the blockade of Gaza.
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