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ab-tutorial

Notebook on A/B tutorial on A/B testing

abtesting

A tutorial on A/B Testing

amazon_gui

Provides the files for the software. The GUI can be used to collect your orders at the amazon. The description and step wise tutorial is provided in the tutorial.docx.

applied-ml

Code and Resources for "Applied Machine Learning"

assortment

Sequential Predictor for Assortment problem

attention-learn-to-route

Attention based model for learning to solve different routing problems

bert4rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

competition

Code for different competitions

cosernn

Code for the paper "Contextual and Sequential User Embeddings for Large-Scale Music Recommendation".

covid-19

The repository contains the data set used for modeling spread of COVID and impact of control measures in Germanay

covid-20

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

covid-21

A collection of work related to COVID-19

covid-masks

A repository for data and codes in the study to estimate the effect of masks using reduced form statistical methods

covid-simulation

This is a short tutorial on simulation (using objects, classes, vector operation and simulating infectious disease)

covid_data_analysis

data repository for covid-19 analysis

craigslistpuppeteerscraper

Project for Udemy Nodejs Web Scraping course - https://www.udemy.com/web-scraping-in-nodejs/?couponCode=YOUTUB

data-science-tutorials

This repository includes short tutorial on specific data science concepts

dataviz

Course materials for Kieran Healy's rstudio::conf 2020 data visualization workshop

dl-keras-tf

rstudio::conf(2020) deep learning workshop

dynamic-programming

This is a short introduction to dynamic programming. We also look at a sample code for understanding dynamic programming.

encode-attend-navigate

Learning Heuristics for the TSP by Policy Gradient

fastai

The fastai deep learning library, plus lessons and and tutorials

forecasting

Time Series Forecasting Best Practices & Examples

gaussian-mixture-model

A short tutorial on gaussian mixture model and expectation maximization algorithm

github-tutorial

Short tutorial on what is and how to use github to get started

google_cloud

Information on how to run python code in google cloud

hmm

This is a short tutorial on HMMs, how do they work and some examples of coding HMM from scratch and using hmmlearn library.

hyper_parameter_optimization

Tutorial on hyper-parameter example with a toy problem

introtopython

java_scheduler

Contains the files used for creating a java application for flexible job shop scheduling