GitHub - shwetamustare/Thompson-Sampling-Algorithm: Selecting the ads to run on a website with maximum yield of customer clicks. The success distribution of ads is calculated with Thompson Sampling Reinforcement algorithm, which actions the exploration based on maximum exploit rewards, in lieu of randomly exploring the actions on the distributions.

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Name		Name	Last commit message	Last commit date
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Ads_CTR_Optimisation.csv		Ads_CTR_Optimisation.csv
thompson_sampling.ipynb		thompson_sampling.ipynb

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Selecting the ads to run on a website with maximum yield of customer clicks. The success distribution of ads is calculated with Thompson Sampling Reinforcement algorithm, which actions the exploration based on maximum exploit rewards, in lieu of randomly exploring the actions on the distributions.