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0xfab-ri's Projects

ng_tap icon ng_tap

ng_tap(4) implements a framework for installing TAP at device-driver level based on netgraph(4) protocol domain(9).

nio icon nio

💬 Nio is an upcoming matrix client for iOS.

pydlnadms icon pydlnadms

Automatically exported from code.google.com/p/pydlnadms

saleor icon saleor

A modular, high performance e-commerce storefront built with Python, GraphQL, Django, and ReactJS.

sentimentanalysis icon sentimentanalysis

The code learns Support Vector Machines using 'linear' kernel to classify test data. Scikit-learn's LinearSVC provides a fast implementation for linear kernel SVMs. The features extracted from the text included the Tf-idf matrix, a commonly used method to convert text into a vetor space. Scikit-learn;s TfidVectorizer provides a complete and convenient set of functions for this. In addition to this, TruncatedSVD, another class in scikit-learn is used to approximate the feature vectors to a lower dimension (100~500 dimensions). Applying various combinations of the the different parameters (including the slack variable C in SVM, principal component size in SVD truncation and usage of monograms or bigrams in the feature extraction stage) a best estimator was selected based on

slackmatrix icon slackmatrix

A simple Slack (direct message) <--> Matrix bridge.

tls-scan icon tls-scan

An Internet scale, fast SSL/TLS scanner ( non-blocking, event-driven )

upnpx icon upnpx

Automatically exported from code.google.com/p/upnpx

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