Toshiaki Takeuchi's repositories
NaiveBayes
Vectorized approach to multinomial Naive Bayes classifier
AnalyzeTwitter
Analyzing Twitter with MATLAB
Analyzing-Fitness-Data-from-Wearable-Devices-in-MATLAB
Predictive Modeling of Weight Lifting Dataset with Random Forest
click_analysis
This is my Real World Assignment for "Introduction to Data Science" course on Coursera.
classification
MATLAB code based on "Document Filtering" chapter of "Collective Intelligence" book by Toby Segaran
optimization
MATLAB code based on "Optimization" chapter of "Collective Intelligence" book by Toby Segaran
clustering
MATLAB code based on "Discovering Groups" chapter of "Collective Intelligence" book by Toby Segaran
recommendations
MATLAB code based on "Making Recommendations" chapter of "Collective Intelligence" book by Toby Segaran
ai_bias_fairness
AI bias and fairness in MATLAB
decision_trees
MATLAB code based on "Modeling with Decision Trees" chapter of "Collective Intelligence" book by Toby Segaran
recommendations2
MATLAB code based on Coursera Machine Learning Class by Andrew Ng and "Making Recommendations" chapter of "Collective Intelligence" book by Toby Segaran
datastore_vs_for_loop
Importing data from multiple files - datastore vs for loop
debunk-bad-analysis
Best and Worst States to be a Taxpayer Debunked
matlab-wordpress
Matlab module for publishing m-files to a Wordpress blog
MeCab-Win-and-MATLAB
Trying out MeCab with MATLAB on Windows
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
simple_chatbot
Simple chatbot example using MATLAB
string_vs_cell
What’s the benefit of a string array over a cell array?
tables
Playing around with new data type in MATLAB R2013b - Tables
tango_ideas
My Tango ideas
text_analysis_of_matlab_subreddit
I created a function to read text from MATLAB subreddit