It should tell you on the yarn label if it's machine washable - most yarns with at least 50% wool in them will shrink, but some have been treated to make them machine washable. You might be better off starting with an acrylic blend, or if you see "with wool" on the label then it's generally less than 30% wool.
HTH
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