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7wonders

adpredictor

A simple implementation of Microsoft's AdPredictor (http://bit.ly/SFgcq8) in Python

adpredictor-java

Java implementation of the Microsoft's AdPredictor algorithm

adversarial_autoencoder

A wizard's guide to Adversarial Autoencoders

aix360

Interpretability and explainability of data and machine learning models

anaconda-notebook

Docker image for an IPython 3/Jupyter Notebook and Terminal with full Anaconda Install

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

benchmarks

Comparison tool

cloudforest

Ensembles of decision trees in go/golang.

cookbook-code

Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python

covid

credit_card_fraud_detection

Credit_Card_Fraud_Detection

darktable

darktable main repository

datasci_course_materials

Public repository for course materials for the Data Science at Scale Specialization at Coursera

datasciencecoursera

datasharing

The Leek group guide to data sharing

db_bench

dcraw.c

dcraw.c testing

decisiontree.jl

Decision Tree Classifier and Regressor

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

deeplearningtutorials

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

deepwalk

DeepWalk - Deep Learning for Graphs

docker-tries

doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

dropout

A theano implementation of Hinton's dropout.

empirical-bayes-book

Introduction to Empirical Bayes: Examples from Baseball Statistics

enron

Enron-mails for MySQL5 and R

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

fast_knn_gpu

Tensorflow and Theano implementations of fast K-nearest neighbour search on GPU. ~3000x faster than sklearn KNeighborsClassifier!