ScarlettMengmeng

ScarlettMengmeng

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CIKM2020-S3Rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

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Mutual-Information-Variational-Bounds

A Tensorflow implementation Mutual Information estimation methods

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DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

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mutual-information-feature-selection

Use mutual information to select features in a Titanic data set

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MutualInformation

Mutual Information codes

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Pointwise-Mutual-Info-Calculator

Calculate Pointwise Mutual Information (PMI) from big collection of texts.

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Where-Are-You-Tweeting-From-

Use of Naiive Bayes Text Classification and Mutual Information Feature selection to predict from what major city region a twitter user is tweeting

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emi

Empirical studies of mutual information in text

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Malware-detection-by-text-and-data-mining

Here, we employed text mining to extract features from the dataset consisting a series of API calls. Later mutual information is calculated for feature selection and machine learning technique is used to train our model.

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