XGBoost swMATH ID: 21035 Software Authors: Tianqi Chen, Carlos Guestrin Description: XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework. XGBoost provides a parallel tree boosting (also known as GBDT, GBM) that solve many data science problems in a fast and accurate way. The same code runs on major distributed environment (Hadoop, SGE, MPI) and can solve problems beyond billions of examples Homepage: https://github.com/dmlc/xgboost Source Code: https://github.com/dmlc/xgboost Related Software: Scikit; UCI-ml; LightGBM; R; GitHub; TensorFlow; ElemStatLearn; AdaBoost.MH; Adam; SMOTE; xgboost; ranger; Python; shap; ImageNet; Keras; randomForest; LIBLINEAR; CatBoost; VAMPIRE Cited in: 178 Documents all top 5 Cited by 557 Authors 8 Urban, Josef 4 Jakubův, Jan 3 Chvalovský, Karel 3 Gupta, Gopal K. 3 Olšák, Miroslav 3 Piotrowski, Bartosz 3 Shakerin, Farhad 3 Verbeke, Wouter 2 Baesens, Bart 2 Bergmeir, Christoph 2 Berk, Richard A. 2 Bertsimas, Dimitris John 2 Biau, Gérard 2 Boissier, Martin 2 Cadre, Benoît 2 du Jardin, Philippe 2 Goertzel, Zarathustra Amadeus 2 Hoos, Holger H. 2 Li, Feng 2 Li, Haochen 2 Patsolic, Jesse L. 2 Petitjean, François 2 Schlosser, Rainer 2 Shah, Rajen Dinesh 2 Suda, Martin 2 Tang, Shaojie 2 Tomita, Tyler M. 2 Van der Laan, Mark Johannes 2 Vogelstein, Joshua T. 2 Wang, Huaduo 2 Webb, Geoffrey I. 2 Xia, Jiangjiang 2 Yu, Chen 2 Zhang, Pingwen 2 Zhang, Ye 2 Zombori, Zsolt 1 Aas, Kjersti 1 Abolghasemi, Mahdi 1 Adelman, Daniel 1 Adibi, M. A. 1 Adomavicius, Gediminas 1 Akalin, Altuna 1 Alaa, Ahmed M. 1 Aljbaae, S. 1 Alkinani, Monagi H. 1 Alowibdi, Jalal S. 1 Alturki, Nazik M. 1 Antulov-Fantulin, Nino 1 Arroyo, Jesús 1 Aziz, Wajid 1 Baardman, Lennart 1 Baniecki, Hubert 1 Barati Farimani, Amir 1 Barletta, W. 1 Barnwal, Avinash 1 Bassiliades, Nick 1 Bastos, João A. 1 Basu, Sanjay 1 Beaumont, Jean-François 1 Ben-Itzhak, Yaniv 1 Benkeser, David 1 Berendonk, Stephan 1 Biecek, Przemysław 1 Birge, John R. 1 Bischl, Bernd 1 Blaauwbroek, Lasse 1 Blomberg, Jeanette 1 Boehmke, Brad 1 Boland, Natashia L. 1 Borchert, Philipp 1 Bornn, Luke 1 Bosa, Keven 1 Bostanabad, Ramin 1 Boulesteix, Anne-Laure Isabeau 1 Braun, Danielle 1 Brown, Chad Edward 1 Browne, James C. 1 Bühlmann, Peter 1 Bulavas, Viktoras 1 Buntine, Wray L. 1 Burns, Randal 1 Cao, Chenjie 1 Cao, Shuangliang 1 Cao, Wei 1 Cao, Xiaochun 1 Carrizosa, Emilio 1 Carruba, V. 1 Černỳ, Prokop 1 Cervone, Daniel 1 Chandna, Akshat 1 Chang, Wenjun 1 Charlebois, Joanne 1 Chatterjee, Avishek 1 Chen, Hao 1 Chen, Haowen 1 Chen, Hong 1 Chen, Li-Pang 1 Chen, Luo 1 Chen, Mayru 1 Chen, Shunqin ...and 457 more Authors all top 5 Cited in 76 Serials 17 European Journal of Operational Research 13 Machine Learning 6 The Annals of Applied Statistics 5 Computational Statistics and Data Analysis 5 INFORMS Journal on Computing 5 Data Mining and Knowledge Discovery 5 Journal of Machine Learning Research (JMLR) 5 Mathematical Biosciences and Engineering 5 Computational & Mathematical Methods in Medicine 4 Annals of Operations Research 3 Computers & Operations Research 3 Journal of Computational and Graphical Statistics 2 Computer Methods in Applied Mechanics and Engineering 2 Journal of Fluid Mechanics 2 The Annals of Statistics 2 Information Sciences 2 Operations Research 2 Neural Networks 2 Computational Statistics 2 Computational Geosciences 2 Quantitative Finance 2 Theory and Practice of Logic Programming 2 ASTIN Bulletin 2 Communications in Computational Physics 2 Mathematical Geosciences 2 Algorithms 2 European Actuarial Journal 2 SIAM Journal on Mathematics of Data Science 1 Artificial Intelligence 1 Journal of Computational Physics 1 The Mathematical Gazette 1 Nuclear Physics. 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