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ntopi's Projects
lightgbm
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
long-form-problem-solutions
This repository contains solutions for the long-form-practice projects for UBCx SoftConst2x: Object Oriented Design
long-form-problem-starters
This repository contains the starter projects for the long-form-practice projects for UBCx SoftConst2x: Object Oriented Design
metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
mitx-6.00.1x-ocw-2014
Problem Sets for MITx: 6.00.1x Introduction to Computer Science and Programming OCW
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
ocean_microbes_coursera
Classification of Ocean Microbes for Coursera Introduction to datascience class
practicalmachinelearning
Repository for JHU Practical Machine Learning Course
practice_assignment
Practice assignment for the R programming class on Coursera
programmingassignment2
Repository for Programming Assignment 2 for R Programming on Coursera
python-machine-learning-second-edition
Python Machine Learning - Second Edition, published by Packt
robust-classes-practice-problems
This repository contains practice projects for Robust Classes in UBCx SoftConst2x: Object-Oriented Design
sklearn_pycon2015
Materials for my Pycon 2015 scikit-learn tutorial.
stacknet
StackNet is a computational, scalable and analytical Meta modelling framework
textblob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
tffm
TensorFlow implementation of an arbitrary order Factorization Machine
uci-har-dataset
Coursera project for Getting and Cleaning Data
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