• Scikit

  • Referenced in 596 articles [sw08058]
  • machine learning algorithms for medium-scale supervised and unsupervised problems. This package focuses on bringing...
  • Neural Network Toolbox

  • Referenced in 178 articles [sw07378]
  • form equation. Neural Network Toolbox supports supervised learning with feedforward, radial basis, and dynamic networks...
  • RCV1

  • Referenced in 122 articles [sw07279]
  • benchmark several widely used supervised learning methods on RCV1-v2, illustrating the collection’s properties...
  • SimpleMKL

  • Referenced in 67 articles [sw12290]
  • kernel and the associated predictor in supervised learning settings. For the support vector machine...
  • LabelMe

  • Referenced in 46 articles [sw36633]
  • research. Such data is useful for supervised learning and quantitative evaluation. To achieve this ... number of labels using minimal user supervision and images from...
  • SVMstruct

  • Referenced in 31 articles [sw04075]
  • multivariate or structured outputs. It performs supervised learning by approximating a mapping...
  • MLC++

  • Referenced in 41 articles [sw13539]
  • machine learning library in C++. We present MLC++, a library ... classes and tools for supervised machine learning. While MLC++ provides general learning algorithms that...
  • auto-sklearn

  • Referenced in 26 articles [sw33039]
  • sklearn provides out-of-the-box supervised machine learning. Built around the scikit-learn machine...
  • ddalpha

  • Referenced in 16 articles [sw16053]
  • ddalpha. Contains procedures for depth-based supervised learning, which are entirely non-parametric, in particular...
  • DiSCO

  • Referenced in 12 articles [sw28439]
  • algorithm for empirical risk minimization in machine learning. The algorithm is based on an inexact ... loss. In a standard setting for supervised learning, where the n data points are i.i.d...
  • InfoGAN

  • Referenced in 22 articles [sw40936]
  • that are competitive with representations learned by existing fully supervised methods...
  • MixMatch

  • Referenced in 6 articles [sw41280]
  • Mixmatch: A holistic approach to semi-supervised learning. Semi-supervised learning has proven ... current dominant approaches for semi-supervised learning to produce a new algorithm, MixMatch, that works...
  • MBT

  • Referenced in 6 articles [sw08004]
  • based learning is a form of supervised learning based on similarity-based reasoning. The part ... most similar cases held in memory. Supervised learning approaches are useful when a tagged corpus...
  • GANomaly

  • Referenced in 5 articles [sw41240]
  • this can be addressed as a supervised learning problem, a significantly more challenging problem ... space of a one-class, semi-supervised learning paradigm. We introduce such a novel anomaly...
  • SOFAR

  • Referenced in 7 articles [sw31665]
  • broad applications to both unsupervised and supervised learning tasks, such as biclustering with sparse singular...
  • FastGCN

  • Referenced in 7 articles [sw38089]
  • FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling. The graph convolutional networks ... effective graph model for semi-supervised learning. This model, however, was originally designed...
  • STL-10 dataset

  • Referenced in 23 articles [sw39164]
  • examples is provided to learn image models prior to supervised training. The primary challenge ... challenging benchmark for developing more scalable unsupervised learning methods. Reference: Adam Coates, Honglak Lee, Andrew...
  • LWPR

  • Referenced in 7 articles [sw13543]
  • locally weighted projection regression (LWPR), a supervised learning algorithm that is capable of handling high...
  • Statistics Toolbox

  • Referenced in 18 articles [sw10157]
  • Statistics Toolbox™ provides statistical and machine learning algorithms and tools for organizing, analyzing, and modeling ... squares regression. The toolbox provides supervised and unsupervised machine learning algorithms, including support vector machines...
  • Horizon

  • Referenced in 6 articles [sw31157]
  • with Horizon significantly outperformed and replaced supervised learning systems at Facebook...