Burak's repositories
kaggle_101
Some work on Kaggle data for fun
time-series-medicine
Code and documentation for seizure prediction from EEG data
datasciencecom-mhealth
A tutorial for datascience.com for classifying human activity from body motion and vital signs recordings.
food-blogs
A project for data mining and modeling recipes from online food blogs
transport_new
New transport codes, including variable k-dependent smearing and grid reduction algorithms
CSC-Computing-2017
Materials for the CSC computing series (2017)
2015
Public material for CS109
CLTApp
Shiny App for illustrating the central limit theorem by simulations
data-science-on-gcp
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
DeepLearningMovies
Kaggle's competition for using Google's word2vec package for sentiment analysis
im2recipe
Code supporting the CVPR 2017 paper "Learning Cross-modal Embeddings for Cooking Recipes and Food Images"
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
learning-spark
Example code from Learning Spark book
mlrecipes
Code and notebooks for ML recipes
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
personalized-medicine
Work on personalized medicine competition
R_benchmark_test
A test program designed to scale a set of R analytics from small to large size.
simplystats.github.io
Simply Statistics on Github
singularity-images
Scripts for building Singularity images
sklearn_pycon2014
Repository containing files for my PyCon 2014 scikit-learn tutorial.
springboard-exercises
Springboard exercises and codes
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
Tensorflow-singularity-container-with-GPU-support
This repository provides a bootstrap definition file to build Tensorflow singularity container with Nvidia GPU support
Udacity-DL
Udacity Deep Learning Class
webinars
Code and slides for RStudio webinars