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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

aerosolve

A machine learning package built for humans.

algorithms

Algorithms & Data Structures in C++

cc-example

Example Repo for Coding Challenge

crepe

Character-level Convolutional Networks for Text Classification

ctci-6th-edition

cxxnet

fast, concise, distributed deep learning framework

deeplearning

Deep Learning (Python, C/C++, Java, Scala)

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deepmat

Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders

demo-apps

Teradeep may 2015 top neural network for large-scale object recognition

digits

Deep Learning GPU Training System

dwd-sample-readme

a sample README

effectivescala

Twitter's Effective Scala Guide

exemplarsvm

Ensemble of Exemplar-SVMs for Object Detection and Beyond

gensim

Topic Modelling for Humans

groundhog

Library for implementing RNNs with Theano

hadoop-book

Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White

hadoop-clusternet

Automatically exported from code.google.com/p/hadoop-clusternet

incubator-airflow

Apache Airflow (Incubating)

insight_data_engineering

homework

interview

Interview questions

judge-at-fgdsb

A desktop app to help you learn algorithms and practice real interview coding questions.

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

leetcode-1

And they say Python is slow...

leetcode-2

LeetCode solutions written in Java

leetcode-3

LeetCode Problems' Solutions (up-to-date)

leetcode-4

LeetCode In Action - Python (233+/244)

leetcode-5

Python Solutions of All 264 LeetCode Algorithms / 13 Database / 4 Shell Questions