Quick info
David Cortes has worked on 14 packages so far. In total, David Cortes has worked with 47 other authors on those packages. Impressive teamwork!
Packages overview
Package details
| MatrixExtra | Extra Methods for Sparse Matrices David Cortes , Dmitry Selivanov , Thibaut Goetghebuer-Planchon , Martin Maechler , Robert Gentleman , Ross Ihaka |
| StratifiedRF | Builds Trees by Sampling Variables in Groups |
| cmfrec | Collective Matrix Factorization for Recommender Systems David Cortes , Jorge Nocedal , Naoaki Okazaki , David Blackman , Sebastiano Vigna , NumPy Developers |
| costsensitive | Cost-Sensitive Multi-Class Classification |
| isotree | Isolation-Based Outlier Detection David Cortes , Thibaut Goetghebuer-Planchon , David Blackman , Sebastiano Vigna , NumPy Developers , SciPy Developers , Enthought Inc , Stephen Moshier |
| lightgbm | Light Gradient Boosting Machine Yu Shi , Guolin Ke , Damien Soukhavong , James Lamb , Qi Meng , Thomas Finley , Taifeng Wang , Wei Chen , Weidong Ma , Qiwei Ye , Tie-Yan Liu , Nikita Titov , Yachen Yan , Microsoft Corporation , Dropbox , Inc. , Alberto Ferreira , Daniel Lemire , Victor Zverovich , IBM Corporation , David Cortes , Michael Mayer |
| nonneg.cg | Non-Negative Conjugate-Gradient Minimizer |
| outliertree | Explainable Outlier Detection Through Decision Tree Conditioning |
| poismf | Factorization of Sparse Counts Matrices Through Poisson Likelihood David Cortes , Jean-Sebastien Roy , Stephen Nash |
| readsparse | Read and Write Sparse Matrices in 'SVMLight' and 'LibSVM' Formats |
| recometrics | Evaluation Metrics for Implicit-Feedback Recommender Systems |
| recosystem | Recommender System using Matrix Factorization Yixuan Qiu , David Cortes , Chih-Jen Lin , Yu-Chin Juan , Wei-Sheng Chin , Yong Zhuang , Bo-Wen Yuan , Meng-Yuan Yang , other contributors. See file AUTHORS for details. |
| rsparse | Statistical Learning on Sparse Matrices Dmitriy Selivanov , David Cortes , Drew Schmidt , Wei-Chen Chen |
| stochQN | Stochastic Limited Memory Quasi-Newton Optimizers |