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WTTE-RNN - Less hacky churn prediction

ragulpr.github.io · published 22 December 2016

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https://engineering.shopify.com/17488468-defining-churn-rate-no-really-this-actually-requires-an-entire-blog-post
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https://moz.com/devblog/deep-learning-for-customer-churn-prediction/
moz.com
https://en.wikipedia.org/wiki/Learning_to_rank
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https://en.wikipedia.org/wiki/Receiver_operating_characteristic
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http://wwwhome.cs.utwente.nl/%7Ehiemstra/papers/ipm2015.pdf
wwwhome.cs.utwente.nl
http://www.globenewswire.com/news-release/2004/08/10/314172/62086/en/Investor-Notice-Murray-Frank-Sailer-LLP-Announces-Shareholder-Lawsuit-Against-Netflix-Inc-NFLX.html
globenewswire.com
https://en.wikipedia.org/wiki/Survival_analysis
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https://en.wikipedia.org/wiki/Likelihood_function
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https://www.researchgate.net/publication/224582459_Beware_of_the_Weibull_Euphoria
researchgate.net
https://en.wikipedia.org/wiki/Weibull_distribution
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https://en.wikipedia.org/wiki/Discrete_Weibull_distribution
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https://en.wikipedia.org/wiki/Failure_rate
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https://en.wikipedia.org/wiki/Exponential_distribution
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https://en.wikipedia.org/wiki/Geometric_distribution
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https://en.wikipedia.org/wiki/Accelerated_failure_time_model
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https://en.wikipedia.org/wiki/Proportional_hazards_model
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https://en.wikipedia.org/wiki/Rayleigh_distribution
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http://sebastianruder.com/optimizing-gradient-descent/
sebastianruder.com
https://ti.arc.nasa.gov/tech/dash/pcoe/prognostic-data-repository/
ti.arc.nasa.gov
https://imgur.com/JT60TnL
imgur.com
http://publications.lib.chalmers.se/records/fulltext/253611/253611.pdf
publications.lib.chalmers.se
https://docs.microsoft.com/sv-se/azure/machine-learning/cortana-analytics-playbook-predictive-maintenance
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http://alexminnaar.com/my-experience-with-churn-analysis.html
alexminnaar.com
https://docs.microsoft.com/sv-se/azure/machine-learning/machine-learning-azure-ml-customer-churn-scenario
docs.microsoft.com
http://www.wiseathena.com/pdf/wa_dl.pdf
wiseathena.com
https://github.com/CamDavidsonPilon/lifetimes/
github.com
https://github.com/CamDavidsonPilon/lifelines
github.com
https://cran.r-project.org/web/packages/BTYD/vignettes/BTYD-walkthrough.pdf
cran.r-project.org
http://ragulpr.imgur.com/
ragulpr.imgur.com
https://github.com/gm-spacagna/deep-ttf
github.com
https://github.com/ragulpr/wtte-rnn/
github.com