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lines changed Original file line number Diff line number Diff line change @@ -277,7 +277,7 @@ <h2>DDPM Sampler</h2>
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279279 < div class ='code '>
280- < div class ="highlight "> < pre > < span class ="lineno "> 71</ span > < span class ="bp "> self</ span > < span class ="o "> .</ span > < span class ="n "> sqrt_1m_alpha_bar</ span > < span class ="o "> =</ span > < span class ="n "> alpha_bar</ span > < span class ="o "> **</ span > < span class ="mf "> .5</ span > </ pre > </ div >
280+ < div class ="highlight "> < pre > < span class ="lineno "> 71</ span > < span class ="bp "> self</ span > < span class ="o "> .</ span > < span class ="n "> sqrt_1m_alpha_bar</ span > < span class ="o "> =</ span > < span class ="p " > ( </ span > < span class =" mf " > 1. </ span > < span class =" o " > - </ span > < span class =" n "> alpha_bar</ span > < span class =" p " > ) </ span > < span class ="o "> **</ span > < span class ="mf "> .5</ span > </ pre > </ div >
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283283 < div class ='section ' id ='section-11 '>
Original file line number Diff line number Diff line change @@ -103,7 +103,7 @@ <h1>Train a Graph Attention Network (GAT) on Cora dataset</h1>
103103 < h2 > < a href ="https://linqs.soe.ucsc.edu/data "> Cora Dataset</ a > </ h2 >
104104< p > Cora dataset is a dataset of research papers. For each paper we are given a binary feature vector that indicates the presence of words. Each paper is classified into one of 7 classes. The dataset also has the citation network.</ p >
105105< p > The papers are the nodes of the graph and the edges are the citations.</ p >
106- < p > The task is to classify the edges to the 7 classes with feature vectors and citation network as input.</ p >
106+ < p > The task is to classify the nodes to the 7 classes with feature vectors and citation network as input.</ p >
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