HuyTu7/SentimentAnalysis

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Python
Created almost 8 years ago
Updated over 7 years ago

HuyTu7/SentimentAnalysis

HuyTu7

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Two ML approaches for Sentiment Analysis

face_rating

Face/Beauty Rating with both the traditional ML approaches and Convolutional Neural Network Approach

Jupyter Notebook

NBA-BasketballStats

High Accuracy of NBA game outcome & team performance prediction and outstanding player detection.

BitcoinPricePrediction

Using Bayesian Regression for Bitcoin Price Prediction!

DeveloperTriage

Developer Triage Bot as task delegating bot in a team or during a project!

cnn_age_prediction

Through Facebook user posts, implementing the traditional way of text analytics with SVM along with using convolution neural network to predict age

Jupyter Notebook

podcast2trailer

Jupyter Notebook

maraudersmap_RF

sentiment_citation

Model with Dimensionality Reduction with performing SMOTE and Tuning will get comparable results comparing with off-the-shelf models in Sentiment Analysis of Citations (Athar 2011).

SparkMusicRecommender

Jupyter Notebook

age_clustering

Unsupervised Learning/Clustering for Age Prediction through user's Facebook Network Graph

YelpBusinessesRecommender

Build a Recommendation System that suggests businesses to users based on the location, stars, category, reviews and business hours.

Jupyter Notebook