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@ -3482,16 +3482,16 @@
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"source": [
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"为什么需要惩罚项:\n",
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"<br>\n",
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"假设有数据`x=[1,1,1]`,` w1[1/3,1/3,1/3]`,`w2[1/3,0,0]`\n",
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"假设有数据`x=[1,1,1]`,` w[1/3,1/3,1/3]`,`c[1/3,0,0]`\n",
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"<br>\n",
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"计算x和w1,数据分别相乘并相加,结果为1,\n",
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"计算x和w,数据分别相乘并相加,结果为x1w1+x2w2+x3w3 = 1/3+1/3+1/3 = 1,\n",
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"<br>\n",
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"而x和w2只有第一个数据点和w1相同,后面两个为0,结果为1/3;\n",
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"而x和c只有第一个数据点和w相同,后面两个为0,结果为1/3;\n",
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"<br>\n",
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"<br>\n",
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"x和w1的3个数据点结果平稳,而x和w2的结果非常不平稳,\n",
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"x和w的3个数据点结果平稳,而x和c的结果非常不平稳,\n",
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"<br>\n",
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"我们希望的结果是x和w1这种每个结果数据点都比较稳定的。"
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"我们希望的结果是x和w这种每个结果数据点都比较稳定的。"
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]
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},
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{
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@ -3795,10 +3795,8 @@
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"cell_type": "markdown",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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