PatterRecognition-C11-Sampling-Methods

Catalogue

• 1 Basic Sampling Algorithms
  • 1.1 Standard distributions
  • 1.2 Rejection sampling
  • 1.3 Adaptive rejection sampling
  • 1.4 Importance sampling
  • 1.5 Sampling-importance-resampling
  • 1.6 Sampling and the EM algorithm
• 2 Markov Chain Monte Carlo
  • 2.1 Markov chains
  • 2.2 The Metropolis-Hastings algorithm
• 3 Gibbs Sampling
• 4 Slice Sampling
• 5 The Hybrid Monte Carlo Algorithm
  • 5.1 Dynamical systems
  • 5.2 Hybrid Monte Carlo
• 6 Estimating the Partition Function

Links

• GDC www.youtube.com
• Esports www.esports.net
• blender www.blender.org
• acmLibrary dl.acm.org
• physicalAnimation www.physicsbasedanimation.com
• Pixar Studio graphics.pixar.com
• Ubisoft Studio www.ubisoft.com
• Daniel Holden theorangeduck.com
• artanim artanim.ch
• ODE www.ode.org
• PhysX github.com
• mujoco github.com
• rodolphe rodolphe-vaillant.fr
• arrowinmyknee arrowinmyknee.com
• 3dgep www.3dgep.com
• excellentMathBooks www.library.fudan.edu.cn
• DeepLearningBook www.deeplearningbook.org
• Probability Model dpkingma.com
• AI Blog lilianweng.github.io

Categories

• CS 4
  • Advanced CPP 3
  • Algorithms 1
• GameProgramming 4
  • System 4
• Graphics 19
  • Animation 13
  • Geometry 3
  • Rendering 3
• MachineLearning 14
  • PatternRecognition 14
• Math 41
  • Calculus 17
  • Linear Algebra 9
  • Numerical Analysis 14
  • Variation 1
• Paper 9
  • Human Pose 2
  • Motion Control 1
  • Motion Generation 2
  • Sketch 4

Archives

• March 2024 1
• February 2024 1
• January 2024 1
• December 2023 1
• November 2023 18
• October 2023 50
• September 2023 12
• April 2023 1
• April 2020 1
• March 2020 5

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