PATH has state-of-the-art performance versus previous binding affinity prediction algorithms. حسب Yuxi Long (11024307)

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Two protein-ligand complexes shown with their persistence fingerprint. حسب Yuxi Long (11024307)

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A framework for improving localisation prediction algorithms. حسب Sven B. Gould (12237287)

"…Classifiers on which the algorithms are trained could include parameters such as the evolutionary distance of a species, non-coding regions, or a protein’s abundance as a currently neglected factor. …"

PATH (with persistence fingerprint) runs significantly faster than TNet-BP, a representative binding affinity prediction algorithm that uses persistent homology, on larger protein-... حسب Yuxi Long (11024307)

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The relevant data file for this article. حسب Linsha Liu (20378293)

Visualization by PaCMAP [52] shows that persistence fingerprint clusters protein-ligand complexes with similar binding affinity reasonably well, even beyond the training dataset (P... حسب Yuxi Long (11024307)

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Dataset for Fine-Tuning Code Generation Models: Kannada-English Algorithmic Statements and Python Code حسب Goutami Sooda (20714729)

PATH⁺ explains tighter binding of carbonic anhydrase II by brinzolamide. حسب Yuxi Long (11024307)

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An overview of PATH⁺. حسب Yuxi Long (11024307)

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The 10 features captured by persistence fingerprint. حسب Yuxi Long (11024307)

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^aTwo HIV-1 protease mutants bound to inhibitor darunavir (G48V: PDB ID 3cyw [81] & L90M: PDB ID 2f81 [82]). حسب Yuxi Long (11024307)

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Scatter plots of PATH⁺ and our implementation of TNet-BP’s predictions on a held-out, test subset of PDBBind v2020 refined set for one run (90:10 train:test split ratio,... حسب Yuxi Long (11024307)

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PATH⁺ correctly predicted a weaker binding affinity for HIV-1 protease with the drug-resistant G48V mutation (right, experimental kcal/mol, PDB ID: 3cyw [81]) bound to d... حسب Yuxi Long (11024307)

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Performance of TNet-BP and PATH⁺ on the PDBBind v2020 refined set shows that PATH⁺ achieves similar performance with TNet-BP while having three orders fewer f... حسب Yuxi Long (11024307)

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Construction of internuclear persistence contours (IPCs). حسب Yuxi Long (11024307)

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Comparison of PATH⁺ with TNet-BP [43]. حسب Yuxi Long (11024307)

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Research data for paper: Efficient Event-based Delay Learning in Spiking Neural Networks حسب Balázs Mészáros (16890225)

"…<p dir="ltr">The data in this repository accompanies the paper 'Efficient Event-based Delay Learning in Spiking Neural Networks'</p><p dir="ltr">The data relates to 4 benchmarks:</p><ol><li>Spiking Heidelberg Digits (SHD).…"

Relevant computed image data. حسب Zhaoyu Ku (20660546)

Data and code resources. حسب Sam Hall-McMaster (10343795)

Pipeline of the interactor algorithm. حسب Jose Cleydson F. Silva (8685594)