pureti Goto Github PK

2015

Public material for CS109

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-matlab

A curated list of awesome Matlab frameworks, libraries and software.

battery_skunkworks

A Skunkworks project on the NASA battery degradation data at the ECS 232 Hack Day.

bike-sharing-demand---kaggle

Solutions to some Kaggle competitions

blog

Blog Posts

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

datasciencectacontent

repository for Community Mentor content related to the Johns Hopkins University Data Science Specialization on Coursera

datasciencespecialization.github.io

http://DataScienceSpecialization.github.io

dplyr

Dplyr: A grammar of data manipulation

dq0

Visualisation of dq0 transform

estimation-of-remaining-useful-life-using-cnn

Convolutional Neural Network based regression approach for estimating machinery's remaining useful life

kaggle-bosch

my scripts for KAGGLE competion

kaggle-mlsp-2014

kaggle-mlsp-schizo-3rd

MLSP 2014 Schizophrenia Classification Challenge: 3rd position (solution)

libyoga

Third-party, FOSS library and CLI tool to fetch measurement data from Yokogawa WT3000 power analyzers via USB

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

my_r

R learning files

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

principles-of-machine-learning

Course files for the Microsoft Principles of Machine Learning course

py

Repository to store sample python programs for python learning

pyexplabsys

Python for Experimental Lab Systems: Serial drivers, file parsers, data and live sockets

sklearn_pycon2014

Repository containing files for my PyCon 2014 scikit-learn tutorial.

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

svp_energy_lab

SVP library that enables communication with energy lab equipment.

tedsds

Apache Spark - Turbofan Engine Degradation Simulation Data Set example in Apache Spark

turbofan-engine-degradation

user-machine-learning-tutorial

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html