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Chapter 4 machine learning for molecules
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Chapter 4 machine learning for molecules
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Commits on Feb 20, 2020
load toxicity 21 dataset from molaset from molnet
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Commits on Mar 5, 2020
added book link to README.md
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added seperate requirements.txt packages for linux-64 and osx-64 platforms
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Commits on Mar 8, 2020
added script explaining tox21 data and training model and script for quick start
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Commits on Mar 15, 2020
add notes and comments to predicting molecule toxicity and evaluate dataset using mean ROC AUC
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put molecule_toxicity into a chapter 3 folder
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create a script to build a mnist model and add a bash script to get MNIST data
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added notes to README.md for Chapter 4: Machine Learning for Molecules
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add script to predict molecule solubility
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Commits on Mar 16, 2020
add SMARTS strings notes and code
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