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Create README.md

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Predict ChemicalConcentrations.csv given Observations.csv. This is a signal unmixing problem because the observations are a weighted sum of the chemical concentrations and pure spectra.

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+ ---
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+ task_categories:
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+ - tabular-regression
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+ tags:
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+ - chemistry
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+ size_categories:
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+ - n<1K
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+ ---