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Billy's Projects

nlp_bigram icon nlp_bigram

Experiments on forward,backward and bi-directional bigram models on the WSJ corpus

pagerank_pyspark icon pagerank_pyspark

Contains the code and notes for the the algorithms namely Page Rank, Topic Sensitive Page Rank and HITS in Python using Spark Framework(PySpark)

pattern icon pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

projects icon projects

Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.

pytextpreprocess icon pytextpreprocess

Preprocess text for NLP (tokenizing, lowercasing, stemming, sentence splitting, etc.)

qix icon qix

Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning

r-code-classifiers icon r-code-classifiers

The R code compares the performance metrics between logistic regression, SVM, Naive Bayes, Knn and random forest classifers in a 10 fold cross validation loop. The features are iteratively selected in a forward selection manner and everytime a new feature(next best feature selected based on regsubsets) is added the accuracy of the classifers are calculated. Finally a graph is plotted at the end depicting the accuracy at every feature count.

react icon react

一个react+redux+webpack+ES6+antd的SPA的后台管理底层框架

reactnativeredux icon reactnativeredux

借用react-web实现三端(IOS/Android/Web)共用一套代码, Redux,ES6语法。

rest-web-service icon rest-web-service

REST interface forthe domain-driven design that developed in theearlier project. A Clinic App running in the Amazon EC2 with Glassfish4.0.(It's an assignment of a Class - Enterprise Software Architecture andDesign)

segmentation icon segmentation

Image segmentation framework in Java (Computer Graphics project at itba.edu.ar)

sentiment icon sentiment

Sentiment analysis using machine learning techniques.

sentimentanalysis icon sentimentanalysis

This repo contains the java files for sentiment analysis of twitter data, the tweet corpus has also been attached with the "full" suffix file for creating the dictionary and the "test" suffix file for validation,user can enter the network configuration

sentimentblade icon sentimentblade

A sentiment analysis engine to determine whether a given review is positive, negative or neutral. This project uses machine learning and NLP tools in Python.

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