• ElemStatLearn

  • Referenced in 1412 articles [sw11049]
  • from the book: ”The Elements of Statistical Learning, Data Mining, Inference, and Prediction” by Trevor...
  • SuLQ

  • Referenced in 125 articles [sw11355]
  • that operate in the in the statistical query learning model...
  • ISLR

  • Referenced in 57 articles [sw11208]
  • ISLR: Data for An Introduction to Statistical Learning with Applications in R. The collection ... book ”An Introduction to Statistical Learning with Applications...
  • PMTK

  • Referenced in 189 articles [sw14689]
  • software framework encompassing machine learning, graphical models, and Bayesian statistics (hence the logo). (Some methods...
  • Jupyter

  • Referenced in 81 articles [sw21266]
  • cleaning and transformation, numerical simulation, statistical modeling, machine learning and much more...
  • LS-SVMlab

  • Referenced in 26 articles [sw07367]
  • been introduced within the context of statistical learning theory and structural risk minimization...
  • GADMM

  • Referenced in 26 articles [sw12640]
  • rather new and core applications in statistical learning. Code packages in Matlab for these applications...
  • GeoGebra

  • Referenced in 376 articles [sw04203]
  • education that joins geometry, algebra, tables, graphing, statistics and calculus in one easy ... powerful features. Authoring tool to create interactive learning materials as web pages. Available in many...
  • PROFEAT

  • Referenced in 14 articles [sw16924]
  • been used in the development of statistical learning models for predicting proteins and peptides...
  • CONTRAfold

  • Referenced in 8 articles [sw17117]
  • thermodynamic parameters, SCFGs use fully-automated statistical learning algorithms to derive model parameters. Despite this ... probabilistic and thermodynamic models, demonstrating that statistical learning procedures provide an effective alternative to empirical...
  • Persistence Landscape

  • Referenced in 14 articles [sw21260]
  • easily combined with tools from statistics and machine learning. We give efficient algorithms for calculating ... facilitate the combination of statistics and machine learning with topological data analysis. We present...
  • Statistics Toolbox

  • Referenced in 18 articles [sw10157]
  • Statistics Toolbox™ provides statistical and machine learning algorithms and tools for organizing, analyzing, and modeling ... random numbers for Monte Carlo simulations, use statistical plots for exploratory data analysis, and perform ... hypothesis tests. For analyzing multidimensional data, Statistics Toolbox includes algorithms that let you identify ... toolbox provides supervised and unsupervised machine learning algorithms, including support vector machines (SVMs), boosted...
  • Fathom

  • Referenced in 16 articles [sw06698]
  • limitations for developing students’ statistical reasoning. We further discuss different learning environments that capitalize ... findings, the role of digital technologies in statistical reasoning is metaphorically compared with travelling between ... practice of developing students’ statistical reasoning in technology-enhanced learning environments...
  • PRISM

  • Referenced in 34 articles [sw23359]
  • modeling. We present an overview of symbolic-statistical modeling language PRISM whose programs ... logic programs but also able to learn from examples with the help ... learning algorithm. As a knowledge representation language appropriate for probabilistic reasoning, it can describe various ... types of symbolic-statistical modeling formalism known but unrelated so far in a single framework...
  • Tick

  • Referenced in 6 articles [sw26586]
  • Tick: a Python library for statistical learning, with a particular emphasis on time-dependent modelling ... Tick is a statistical learning library for Python 3, with a particular emphasis on time...
  • DeepWalk

  • Referenced in 44 articles [sw39604]
  • present DeepWalk, a novel approach for learning latent representations of vertices in a network. These ... statistical models. DeepWalk generalizes recent advancements in language modeling and unsupervised feature learning (or deep...
  • ProDenICA

  • Referenced in 8 articles [sw11357]
  • found in ”Elements of Statistical Learning (2nd Edition)” Section...
  • Edward

  • Referenced in 16 articles [sw21517]
  • Edward fuses three fields: Bayesian statistics and machine learning, deep learning, and probabilistic programming...
  • Alchemy

  • Referenced in 11 articles [sw16040]
  • providing a series of algorithms for statistical relational learning and probabilistic logic inference, based...
  • GloVe

  • Referenced in 62 articles [sw26211]
  • Word Representation. GloVe is an unsupervised learning algorithm for obtaining vector representations for words. Training ... aggregated global word-word co-occurrence statistics from a corpus, and the resulting representations showcase...