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Rishi Jain's Projects

2014 icon 2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2015 icon 2015

Public material for CS109

adv-r icon adv-r

Advanced R programming: a book

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Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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Assignments and Graders for Discrete Optimization Coursera

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A Baseline for Multilingual Sentiment Analysis

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for code created as part of http://studywolf.wordpress.com

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Interactive Web Plotting for Python

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An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.

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Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

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Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

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A Course in Machine Learning

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

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The goal of this assignment is to sharpen your math and programming skills needed for this class. If you meet the prerequisites, you should find these problems relatively innocuous. Some of these problems will occur again as subproblems of later homeworks, so make sure you know how to do them.

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All of the lecture notes from CS221: Artificial Intelligence

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Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

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