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    <title>Lorenzo Balzani</title>
    <link>https://lorenzobalzani.github.io/</link>
    <description>Recent content on Lorenzo Balzani</description>
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      <title>Implement the self-attention mechanism in PyTorch</title>
      <link>https://lorenzobalzani.github.io/post/self_attention/</link>
      <pubDate>Fri, 10 Mar 2023 00:00:00 +0000</pubDate>
      
      <guid>https://lorenzobalzani.github.io/post/self_attention/</guid>
      
        <description>Python implementation of the self (scaled-dot product) attention mechanism originally proposed in &#34;Attention Is All You Need&#34;.</description>
      
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    <item>
      <title>Chapter #3: feature importance on SageMaker Data Wrangler</title>
      <link>https://lorenzobalzani.github.io/post/aws_series/2_feature_importance_on_aws/</link>
      <pubDate>Mon, 02 May 2022 00:00:00 +0000</pubDate>
      
      <guid>https://lorenzobalzani.github.io/post/aws_series/2_feature_importance_on_aws/</guid>
      
        <description>Feature importance on AWS. We&#39;ll SageMaker Data Wrangler.</description>
      
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    <item>
      <title>Chapter #2: feature importance with SHAP</title>
      <link>https://lorenzobalzani.github.io/post/aws_series/1_feature_importance/</link>
      <pubDate>Fri, 29 Apr 2022 00:00:00 +0000</pubDate>
      
      <guid>https://lorenzobalzani.github.io/post/aws_series/1_feature_importance/</guid>
      
        <description>Feature importance with SHAP.</description>
      
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    <item>
      <title>Chapter #1: what is the statistical bias?</title>
      <link>https://lorenzobalzani.github.io/post/aws_series/0_statistical_bias/</link>
      <pubDate>Thu, 28 Apr 2022 00:00:00 +0000</pubDate>
      
      <guid>https://lorenzobalzani.github.io/post/aws_series/0_statistical_bias/</guid>
      
        <description>Statistical bias.</description>
      
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    <item>
      <title>Contact</title>
      <link>https://lorenzobalzani.github.io/contact/</link>
      <pubDate>Tue, 26 Apr 2022 00:00:00 +0000</pubDate>
      
      <guid>https://lorenzobalzani.github.io/contact/</guid>
      
        <description>Contact Page</description>
      
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    <item>
      <title>Introduction</title>
      <link>https://lorenzobalzani.github.io/post/introduction/</link>
      <pubDate>Tue, 26 Apr 2022 00:00:00 +0000</pubDate>
      
      <guid>https://lorenzobalzani.github.io/post/introduction/</guid>
      
        <description>Two words to explain the motivations under the creation of this blog.</description>
      
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