pb1672 Goto Github PK

applieddatascience

bashcrash

Bash Crash Course

d3-labs

Code covered by the d3.js labs

d3-work

D3 work practice which can be used in multiple projects like taxi data and crime analysis

datascience-anthology-pydata

PyData, The Complete Works of

datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

deeplearning

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

economicstaxitips

Repository for the final Big Data project on the Economics of Taxi Tips in NYC

graphlab-recommender

imageprocessing

ImageProcessing

kd-trees_analytics

This data set contains pickup and drop-off times and locations along with additional information about the trips. In case you are interested, the entire data set can be found at http://www.andresmh. com/nyctaxitrips/

lightbulb

Connecting ideas

linguo

a set of services that provide NLP facilities

ml-projects

Andrew Ng's Machine Learning Class Projects Description: Ex1 - Gradient Descent, Newton's Method, Linear Regression Ex2 - Sigmoid Kernels Ex3 - Logistic Regression Implementation Ex4 - Neural Networks implementation for Digit Recognition Ex5 - Regularized Linear Regression, Polynomial Regression Ex6 - SVM (Kernel implementation) for Spam Classification Ex8 - Recommender System (Collaborative Filtering) and Anomaly Detection

ml_projects

Andrew Ng's Machine Learning Class Projects Description: Ex1 - Gradient Descent, Newton's Method, Linear Regression Ex2 - Sigmoid Kernels Ex3 - Logistic Regression Implementation Ex4 - Neural Networks implementation for Digit Recognition Ex5 - Regularized Linear Regression, Polynomial Regression Ex6 - SVM (Kernel implementation) for Spam Classification Ex8 - Recommender System (Collaborative Filtering) and Anomaly Detection

priyank_lstm

A4

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

requests-for-research

A living collection of deep learning problems

scikit-learn

scikit-learn: machine learning in Python

sentimentanalysis-convolution

statlearning-notebooks

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).

taxi-economics-2015

This project is for the Spring 2015 Big Data 2015.

tindersimpleswipecards

the basics of a Tinder-like swipeable cards interface based off of http://guti.in/articles/creating-tinder-like-animations/

urban-informatics

urbaninformatics