Implementations from a graduate course following "Pattern Recognition and Machine Learning) written by Bishop and published in 2006.
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Updated
Sep 16, 2013 - MATLAB
Implementations from a graduate course following "Pattern Recognition and Machine Learning) written by Bishop and published in 2006.
Files folder for machine learning in a
Octave code/fragments/notes based off of lecture videos
A MATLAB implementation of the TensorFlow Neural Networks Playground seen on http://playground.tensorflow.org/
A heuristic hard thresholding algorithm to handle the robust least squares regression with adversarial corruption
A simple set of functions to calculate a regression
A repository of several Machine Learning Exercises that I completed of Andrew NG's course on Machine Learning
Andrew Ng Machine Learning Course Coursera
Support vector machine to regression trained with kernel adatron algorithm
Fitting module. Used for establishing functions/linkages between material descriptors and process or property parameters.
This repository contains code and tutorials for NLP
Predicting solar generation based on weather forecast - a project which was part of Machine Learning course at BITS Pilani
CART and LASSO Logistic Regression techniques for SPAM dataset in MATLAB
Regression Task using OMP on UCI Machine Repository in MATLAB
A method for smooth regression in fuzzy geometry using the concept of same points
a repository for storing the codes for System Engineering class
Rainfall prediction based on previous data
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