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Results Found: 4
  • setton_hadi_choo_2023

    Description

    Description from GitHub: "This repository contains code and data to generate the figures presented in Setton, Hadi, Choo et al. Nature 2023. Most figures (aside from those which rely on random forest training) are found in ./notebooks/figures.ipynb. The remaining figures (Figure 5, Extended Data Figure 8, and Extended Data Figure 9) are found in ./notebooks/random_forest.ipynb. We have also made...

    Subject
    Breast Neoplasms
    Chromosome Breakpoints
    Homologous Recombination
    Machine Learning
    Random Forest
    Access Rights
    Free to All
  • SPICE 2.0.1

    Authors
    Eastman, Peter
    Behara, Pavan Kumar
    Dotson, David
    Galvelis, Raimondas
    8 more author(s)...
    Description

    Description from Zenodo: "SPICE (Small-Molecule/Protein Interaction Chemical Energies) is a collection of quantum mechanical data for training potential functions. The emphasis is particularly on simulating drug-like small molecules interacting with proteins. It is described in this publication: Peter Eastman, Pavan Kumar Behara, David L. Dotson, Raimondas Galvelis, John E. Herr, Josh T. Horton,...

    Subject
    Machine Learning
    Molecular Dynamics Simulation
    Quantum Theory
    Access Rights
    Free to All
  • SPICE: A Dataset for Training Machine Learning Potentials

    Authors
    Eastman, Peter
    Description

    Description from GitHub: "This repository contains scripts and data files used in the creation of the SPICE dataset. It does not contain the dataset itself. It does contain a collection of QM data for training potential functions."

    Subject
    Data Analysis
    Electronic Data Processing
    Machine Learning
    Software
    Access Rights
    Free to All
  • SPICE Models

    Authors
    Eastman, Peter
    Description

    Description from GitHub: "This directory contains the five equivariant transformer models described in the paper Peter Eastman, Pavan Kumar Behara, David L. Dotson, Raimondas Galvelis, John E. Herr, Josh T. Horton, Yuezhi Mao, John D. Chodera, Benjamin P. Pritchard, Yuanqing Wang, Gianni De Fabritiis, and Thomas E. Markland. "SPICE, A Dataset of Drug-like Molecules and Peptides for Training Machine...

    Subject
    Electronic Data Processing
    Image Processing, Computer-Assisted
    Machine Learning
    Access Rights
    Free to All