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Toshiaki Takeuchi's Projects

classification icon classification

MATLAB code based on "Document Filtering" chapter of "Collective Intelligence" book by Toby Segaran

click_analysis icon click_analysis

This is my Real World Assignment for "Introduction to Data Science" course on Coursera.

clustering icon clustering

MATLAB code based on "Discovering Groups" chapter of "Collective Intelligence" book by Toby Segaran

decision_trees icon decision_trees

MATLAB code based on "Modeling with Decision Trees" chapter of "Collective Intelligence" book by Toby Segaran

matgpt icon matgpt

MATLAB app to access ChatGPT API from OpenAI

naivebayes icon naivebayes

Vectorized approach to multinomial Naive Bayes classifier

optimization icon optimization

MATLAB code based on "Optimization" chapter of "Collective Intelligence" book by Toby Segaran

recommendations icon recommendations

MATLAB code based on "Making Recommendations" chapter of "Collective Intelligence" book by Toby Segaran

recommendations2 icon recommendations2

MATLAB code based on Coursera Machine Learning Class by Andrew Ng and "Making Recommendations" chapter of "Collective Intelligence" book by Toby Segaran

searchmatlabcentral icon searchmatlabcentral

MATLAB Central has been great community-based MATLAB resources, but you can now access its content programmatically via the public API, and I created a MATLAB function to take advantage of that. You can learn more here https://api.mathworks.com/community

tables icon tables

Playing around with new data type in MATLAB R2013b - Tables

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