Stars
A native iOS video chat app based on WebRTC
Repository containing notebooks for my Pandas tutorial at SciPy India 2013
Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).
A fun introduction to Pandas andScikit-Learn using nfl data
Beautiful charting of pandas.DataFrame with Highcharts
practical introduction to Python for machine learning, with pandas and scikit-learn - Sept 2014
Lectures on scientific computing with python, as IPython notebooks.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Useful functions, tutorials, and other Python-related things
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
From the basics to slightly more interesting applications of Tensorflow
Data and code behind the articles and graphics at FiveThirtyEight
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
USC urban data science course series in Python
Methodology and code supporting the BuzzFeed News/BBC article, "The Tennis Racket," published Jan. 17, 2016.
Slides and exercises for the Deep Learning Summer School 2015 programming tutorials
IPython and Jupyter in-depth Tutorial, first presented at PyCon 2012
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques