Arun Nair's repositories
shaplets-python
Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient descent.
nbpresent
next generation slides for Jupyter Notebooks
CourseraML
I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!
KPlot
A set of methods for quickly doing excell like things in python.
docker-course-xgboost
Materials for an online-course - "Practical XGBoost in Python"
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
cvx_short_course
Materials for a short course on convex optimization.
Algorithms-Notebooks
Algorithm's team Jupyter Notebooks
incubator-predictionio
PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.
PyGotham_2016_Probabilistic_Graphical_Models
Presentation + Jupyter Notebook from PyGotham July 2016
kaggle-miscellaneous
A compiled list of kaggle competitions and their winning solutions for miscellaneous problems.
quanttest
This notebook shows how we can use PYSPARK (MLlib and ML packages) for time series forecasting on large scale datasets
Python-for-Signal-Processing
Notebooks for "Python for Signal Processing" book
pydy-tutorial-human-standing
PyDy tutorial materials for MASB 2014, PYCON 2014, and SciPy 2014/2015.
Python3
Python code and documents
openvis2016
These are the slides and visualization examples that I presented during the OpenVis conference at Boston on April 25th 2016 for my talk “SVGs beyond mere shapes”
xgboost
Tutorial how to use xgboost
python-cookbook
Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.
AlgorithmVisualizer
Algorithm Visualizer
IPython_notebooks
Set of Python (Jupyter) notebooks about Python, Reactive Programming, Statistics, Machine Learning, Time Series... and more
data-curtains
Exploring data curtains using Cesium
TimeSeriesAnalysiswithPython
Time Series Analysis with Python
datacleaner
A Python tool that automatically cleans data sets and readies them for analysis.
DSE210_Probability_Statistics_Python
Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)
django-react-template
Django & React Template For Building Web Applications
cropplanning
Crop Planning Software for Small Farms and Serious Gardeners
algovis
collection of projects and links about algorithm visualization