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2015lab5

Lab 5, the first on Machine Learning!

ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

alchemy

anomaly-detection-test

Anomaly Detection

asdfree

Analyze Survey Data for Free with the R Language

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

blog

This repository contains codes for all of my blog posts since March 11 2015.

breakoutdetection

Breakout Detection via Robust E-Statistics

btyd

Implementing Buy 'Til You Die Models

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

cbar

cbar: Contextual Bayesian Anomaly Detection in R (Under development)

churn

Code accompanying blog post

courses

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

cusum

An Introduction into Anomaly Detection using the Cumulative Sum (CUSUM) Algorithm

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

datasciencecoursera

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

datasharing

The Leek group guide to data sharing

ddpcr

Analysis and visualization of Droplet Digital PCR data in R and on the web

debateanalysis

deep-ml-meetups

A central repository for all my projects

desktopdeployr

A framework for deploying self-contained R-based applications to the desktop

devtools

Tools to make an R developer's life easier

dmwr

:exclamation: This is a read-only mirror of the CRAN R package repository. DMwR — Functions and data for "Data Mining with R"

dscourse

The Data Scientist's courses

dscourse_repro

explodingboxplotr

d3.js exploding boxplots for R as an htmlwidget

exploratory

facerec

Implements face recognition algorithms for MATLAB/GNU Octave and Python.

facerecognition

OpenCV face recognition example