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2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2015lab4

Lab for Linear and Logistic Regression, SciKit Learn

advertisingattribution

A machine learning project to fit consumer's web-browsing and advertising impression data to a top-secret Hidden Markov Model

anomalydetection

Anomaly Detection with R

awesome-semantic-segmentation

awesome-semantic-segmentation

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.

boruta_py

Python implementations of the Boruta all-relevant feature selection method.

cesium

Machine Learning Time-Series Platform

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn_sentence

CNNs for sentence classification

convolution-visualizer

Convolution visualizations

datasci_course_materials

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

david-silver-reinforcement-learning

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

demo

dl_tutorials

Deep learning tutorials (2nd ed.)

dockerface

An easy to use docker solution for deep learning face detection.

ecs-289

editor

The official Code in the Dark editor

explainerdashboard

explainerdashboard is a python package for generating analytical dashboards that explain the inner workings of so-called "blackbox" machine learning models.

featureselection

Feature Selection in R using glmnet-lasso, xgboost and ranger

fl-snowflake-lambda-layer

The repo has the required code to create an AWS lambda layer for snowflake POC

folium

Python Data. Leaflet.js Maps.

git-flight-rules

Flight rules for git

googlecharts

Google Charts bindings for the Shiny web framework for R

graphical-model

highdimout

hiplot

HiPlot makes understanding high dimensional data easy

image-classification-cat-dog

Little try on image things

kaggle-airbnb

Solution to the kaggle/airbnb competition

kaggle-airbnb-recruiting-new-user-bookings

2nd Place Solution in Kaggle Airbnb New User Bookings competition