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Nov / 12- MolE: A Transformer Model for Molecular Graph Learning
- Nov 12, 2024 at 06:04 pm
- introduce MolE, a transformer-based model for molecular graph learning. MolE directly works with molecular graphs by providing both atom identifiers and graph connectivity as input tokens. Atom identifiers are calculated by hashing different atomic properties into a single integer, and graph connectivity is given as a topological distance matrix. MolE uses a Transformer as its base architecture, which also has been applied to graphs previously. The performance of transformers can be attributed in large part to the extensive use of the self-attention mechanism. In standard transformers, the input tokens are embedded into queries, keys and values \(Q,K,V\in {R}^{N\times d}\), which are used to compute self-attention as:
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Communtity feeds
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Next $SHIB Perhaps it has already been born. There is a high probability that a Meme worth hundreds of billions of dollars will appear in this bull market, because Meme is the biggest blood transfusion bag in the currency circle. Most people in the next bull market will be daunted by the sight of hundreds of thousands of dollars in Bitcoin. There are memes that can carry ordinary people’s dreams of getting rich! Don’t ask which super SHIB is this round, I don’t know either. I hope one of us can hit it!
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- Armando Pantoja Nov 22, 2024 at 12:29 am
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You have 20 minute Drop your $SOL address Like & comment post below Check your walletHello everyone Hasbulla just updated his official Instagram PFP to $BARSIK 7.7M followers, and most of them have no clue about the $BARSIK memecoin yet! Imagine the chaos when he starts hyping $BARSIK in full force This is the calm before the billion-dollar storm!
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Let's make a giveaway for the Ferre community. Partnered with Prizes: $50 in $SOL Entry: Follow me & Rt & Engage on the quoted tweet below 24hOne of these categories has high ROI, current meta and a killer risk-reward. The other category is altcoins. We've compared the performance of major Memecoins vs Alts by returns after November 5th elections. Find the link to the charts below Memes: • Memes x AI:
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- Ash Crypto Nov 22, 2024 at 12:22 am
RUMOR MULTIPLE COMPANIES ARE NOW PLANNING TO FILE FOR $SOL ETF SOON. IT WILL LIKELY BE APPROVED BY EARLY-MID OF 2025. -
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