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Openchem: A Deep Learning Toolkit For Computational Chemistry and Drug Design PDF

15 Pages·2020·English
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by ['Harutyun Sahakyan']| 2020| 15 pages| English

About Openchem: A Deep Learning Toolkit For Computational Chemistry and Drug Design

This document introduces OpenChem, a deep learning toolkit for computational chemistry and drug design built on PyTorch. OpenChem aims to make deep learning models easier to develop for computational chemists through a modular design that allows building blocks like encoders and decoders to be combined through a configuration file. It supports tasks like classification, regression, and molecule generation. OpenChem handles tasks like multi-GPU training, logging, and reproducibility to aid in research. The document provides an overview of OpenChem's capabilities and design.

Detailed Information

Author:['Harutyun Sahakyan']
Publication Year:2020
Pages:15
Language:English
Format:PDF
Price:FREE
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