puneethmishra's repositories
DataScience
Code for Data Science at Olin College, Spring 2014.
mask_classification
Mask classifiction
kaggle-past-solutions
A searchable compilation of Kaggle past solutions
NLP_Games
My Tryst with NLP
aas
Code to accompany Advanced Analytics with Spark from O'Reilly Media
bayes-net-r-hadoop
Bayesian Network with R and Hadoop
Python_for_Data_Science
A rapid on-ramp primer for programmers who want to learn Python for doing data science research and development.
notebooks
Some sample IPython notebooks for scikit-learn
pandas-cookbook
Recipes for using Python's pandas library
scikit-learn
scikit-learn: machine learning in Python
parallel_ml_tutorial
Tutorial on scikit-learn and IPython for parallel machine learning
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
content
Official content for Harvard CS109
Mining-the-Social-Web-2nd-Edition
The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
sklearn_tutorial
Intro to machine learning with sklearn
LearnDataScience
Open Content for self-directed learning in data science
machinelearninginaction
Source Code for the book: Machine Learning in Action published by Manning
doing_data_science
This is the example code repository for Doing Data Science by Cathy O'Neil and Rachel Schutt (O'Reilly Media)
sklearn_scipy2013
Scikit-learn tutorials for the Scipy 2013 conference
sklearn_pycon2013
Files for my scikit-learn tutorial at PyCon 2013
statistical-analysis-python-tutorial
Statistical Data Analysis in Python
ipython-minibook
Code examples from the IPython minibook, Packt Publishing, by C. Rossant
sklearn_dataphilly_april2013
sklearn talk for dataphilly/phillypug based on github.com/jakevdp/sklearn_pycon2013 and http://scikit-learn.github.io/scikit-learn-tutorial/general_concepts.html
deepnet
Implementation of some deep learning algorithms.
ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
IPSUR
IPSUR, Introduction to Probability and Statistics Using R, is a textbook written for an undergraduate course in probability and statistics. IPSUR is FREE, in the GNU sense of the word.
dataanalysis
The lecture slides for Coursera's Data Analysis class