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a_few_optimizations_for_data_analysis_in_python

A few Python optimizations for data analysis

aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

apache-spark-streaming-twitter

apache-spark-streaming example using twitter API

applied-machine-learning

Applied Machine Learning @ http://amitkaps.com/ml

asteroids_game_bot_live

This is the code for the "How to Make an Asteroids Game Bot" live session by Siraj Raval on Youtube

big-datums

Sample files and recipies from BigDatums.net

blackfridaydatahack

Black Friday Data Hack (online data science hackathon) held Nov 20-22 by Analytics Vidhya

chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

cntk

Microsoft Cognitive Toolkit (CNTK)

coconuts

columbia_mini_course

Computational Economics with Python

craigslist-scraper

Provide information for craigslist related metadata

cs228-material

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

dat8

General Assembly's Data Science course in Washington, DC

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

data_science_python

Source code for the "Practical Data Science in Python" tutorial

deep-learning-for-nlp

Deep Learning for NLP

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-utils

A clean and general implementation of some common utils and tools required by various deep learning projects.

deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deepdream-neural-style-transfer

Implementation of Google Deepdream w/ extra style transfer scripts

deeplearning

demos

Demo for Class Day2

devops-essentials-sample-app

dse200_python_for_data_analysis

Homework/Classwork for my DSE 200 Python for Data Analysis Class at UC San Diego (UCSD)

dse210_probability_statistics_python

Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)

fft_oscon

FFT Presentation for OSCON 14

gensim

Topic Modelling for Humans

gwu_data_mining

Materials for GWU DNSC 6279

hddeeplearningstudy

Code etc for Hacker Dojo Deep Learning Study Group