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@exalearn

ExaLearn

ECP Exascale Machine Learning Project

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  1. colmena colmena Public

    Library for steering campaigns of simulations on supercomputers

    Python 58 13

  2. ExaMol ExaMol Public

    Designing new molecules as fast as possible with AI and simulation

    Python 13 8

  3. molecular-graph-descriptors molecular-graph-descriptors Public

    Codebase to accompany the paper A Look Inside the Black Box: Using Graph-Theoretical Descriptors to Interpret a Continuous-Filter Convolutional Neural Network (CF-CNN) trained on the Global and Loc…

    Python 12 8

  4. covid-drug-design covid-drug-design Public

    Code and analyses related to the ExaLearn drug design efforts

    Jupyter Notebook 11 3

  5. EXARL EXARL Public

    Scalable Framework for Reinforcement Learning

    Python 10 5

  6. hydronet hydronet Public

    HydroNet: Benchmark Tasks for Preserving Long-range Interactions and Structural Motifs in Predictive and Generative Models for Molecular Data, at the 34th Conference on Neural Information Processin…

    Jupyter Notebook 7 3

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