Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.
Benchmark of categorical encoding schemes and the effect on tree based models (Scikit-learn vs H2O). Oct 28, 2016
Benchmark of open source deep learning packages in R. Mar 7, 2016
Benchmarks of Random Forest, GBM, Deep Learning and GLM implementations in common open source ML frameworks. Jul 3, 2015
June 21, 2018
Dec 03, 2018
June 12, 2019
May 1, 2017
Nov 7, 2017
Feb 27, 2017
Jan 30, 2017
Sep 13, 2018
Sep 18, 2017
Dec 10, 2019
Nov 07, 2018
Jun 27, 2018
Feb 18, 2016
Jan 17, 2020
Feb 19, 2017
Nov 25, 2018
Oct 16, 2017
Oct 28, 2017
Aug 4, 2020
June 25, 2018
Diane Myung-Kyung Woodbridge and Kevin Bengtson Wong. (2021)
Bradley Efron, Trevor Hastie. (2016)
Thomas Dinsmore. (2016)
Peter Bühlmann, Petros Drineas, Michael Kane, Mark J. van der Laan (2015)
Rami Krispin. (2019)
Karthik Ramasubramanian, Abhishek Singh. (2016)
Alex Tellez, Max Pumperla, Michal Malohlava. (2017)
Darren Cook. (2016)
Joshua F. Wiley. (2016)
Petar Zečević, Marko Bonaći. (2016)
Advanced Machine Learning Specialization.
Masters of Science in Business Analytics.
Masters of Applied Statistics Program.
Postgraduate Honors Program in Statistical Sciences.
Research Bazaar 2019
Master of Science in Data Science Program.
Krzysztof Urbański, Stanisław Gruszczyńsk. (2016)
Andrés Arévalo, Jaime Niño, German Hernandez, Javier Sandoval, Diego León, Arbey Aragón. (2017)
Peter Gijsbers, Erin LeDell, Sebastien Poirier, Janek Thomas, Berndt Bischl, Joaquin Vanschoren. (2019)
Alberto Sartori, Mauro Podda, Emanuele Botteri, Roberto Passera, Ferdinando Agresta, Alberto Arezzo. (2021)
Gregory B. Auffenberg, Khurshid R. Ghani, Shreyas Ramani, Etiowo Usoro, Brian Denton, Craig Rogers, Benjamin Stockton, David C. Miller, Karandeep Singh. (2018)
Marc Schmitt. (2023)
Vincent Dorie, Jennifer Hill, Uri Shalit, Marc Scott, Dan Cervone. (2017)
Timothy J. Maguire, Scott O. C. Mundle. (2020)
Yuriy Kochura, Sergii Stirenko, Yuri Gordienko. (2017)
Konstantinos N. Vougas, Thomas Jackson, Alexander Polyzos, Michael Liontos, Elizabeth O. Johnson, Vassilis Georgoulias, Paul Townsend, Jiri Bartek, Vassilis G. Gorgoulis. (2016)
Ebberth L. Paula, Marcelo Ladeira, Rommel N. Carvalho, Thiago Marzagão. (2016)
Christopher Krauss, Xuan Anh Doa, Nicolas Huckb. (2016)
) Hashneet Kaur, Patrick Ka-Cheong Poon, Sophie Yuefei Wang, Diane Myung-kyung Woodbridge. (2021)
Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez. (2018)
Shafiullah Qureshi, Ba Chu, Fanny S. Demers. (2021)
Jacob W. Kamminga, Helena C. Bisby, Duc V. Le, Nirvana Meratnia, Paul J. M. Havinga. (2017)
. Erin LeDell, Sebastien Poirier. (2020)
Fernando Itano, Ricardo Pires, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandeza. (2019)
Silvio L. Domingos, Rommel N. Carvalho, Ricardo S. Carvalho, Guilherme N. Ramos. (2016)
Erika Fille T. Legara, Christopher P. Monterola. (2017)
İlker Ercanlı. (2020)
Henrik I W. Wolstad and Didrik Dewan. (2020)
Sebastian Raschka, Joshua Patterson, Corey Nolet. (2019)
Giorgio Alfredo Spedicato, Christophe Dutang, and Leonardo Petrini. (2018)
Victor Palacios, Diane Myung-kyung Woodbridge, Jean L. Fry. (2021)
Alex Luna, Joel Bernanke, Kakyeong Kim, Natalie Aw, Jordan D. Dworkin, Jiook Cha, Jonathan Posner (2021).
Nussaïbah B. Raja, Andreas Lauchstedt, John M. Pandolfi, Sun W. Kim, Ann F. Budd, Wolfgang Kiessling. (2021)
Rogério G. Lopes, Rommel N. Carvalho, Marcelo Ladeira, Ricardo S. Carvalho. (2016)
Matilda Söderholm. (2020)
Steven N. Hart, Eric C. Polley, Hermella Shimelis, Siddhartha Yadav, Fergus J. Couch. (2020)
Noa Galtung, Eva Diehl-Wiesenecker, Dana Lehmann, Natallia Markmann, Wilma H Bergström, James Wacker, Oliver Liesenfeld, Michael Mayhew, Ljubomir Buturovic, Roland Luethy, Timothy E Sweeney , Rudolf Tauber, Kai Kappert, Rajan Somasundaram, Wolfgang Bauer. (2022)
Kara E. Rudolph, Oleg Sofrygin, Wenjing Zheng, and Mark J. van der Laan. (2017)
Erin LeDell. (2015)
Jin Sung Jang, Brian D. Juran, Kevin Y. Cunningham, Vinod K. Gupta, Young Min Son, Ju Dong Yang, Ahmad H. Ali, Elizabeth Ann L. Enninga, Jaeyun Sung & Konstantinos N. Lazaridis. (2020)
Tomislav Hengl, Johan G. B. Leenaars, Keith D. Shepherd, Markus G. Walsh, Gerard B. M. Heuvelink, Tekalign Mamo, Helina Tilahun, Ezra Berkhout, Matthew Cooper, Eric Fegraus, Ichsani Wheeler, Nketia A. Kwabena. (2017)
Malkar Takle. (2020)
Rogerio Normand, Hugo Alexandre Ferreira. (2015)
Stéphanie Florence Visser. (2016)
Janis Tiemann, Johannes Pillmann, Christian Wietfeld. (2017)
Gilles Louppe. (2014)
Laura Acion, Diana Kelmansky, Mark van der Laan, Ethan Sahker, DeShauna Jones, Stephan Arnd. (2017)
Reena Shaw Muthalaly. (2017)
Hamza Ahmad Madni, Muhammad Umer, Abid Ishaq, Nihal Abuzinadah, Oumaima Saidani, Shtwai Alsubai, Monia Hamdi, Imran Ashraf. (2023)
Padmavati Kulkarnia, V.Sreekantha, Adithi R.Upadhyab, Hrishikesh ChandraGautama. (2022)
: Run H2O models in the browser via Javascript. More info here.
: A real-time dashboard of the US electricity demand (forecast using H2O GLM)
: Gap Statistic algorithm in H2O-3
: Partition Around Mediods (PAM) clustering algorithm in H2O-3
: Set of wrappers to bind h2o algorthms with the parsnip package.
: Forecasting with H2O AutoML
: Splashing a User Interface onto H2O MOJO Files. More info here.