Bayesian networks | Graph algorithms
The junction tree algorithm (also known as 'Clique Tree') is a method used in machine learning to extract marginalization in general graphs. In essence, it entails performing belief propagation on a modified graph called a junction tree. The graph is called a tree because it branches into different sections of data; nodes of variables are the branches. The basic premise is to eliminate cycles by clustering them into single nodes. Multiple extensive classes of queries can be compiled at the same time into larger structures of data. There are different algorithms to meet specific needs and for what needs to be calculated. Inference algorithms gather new developments in the data and calculate it based on the new information provided. (Wikipedia).
An Introduction to Propositional Logic
An introduction to propositions, truth tables, and logical equivalence, and logical operators — including negation, conjunction, disjunction, and implication. *** Spanning Tree is a collection of educational videos covering topics related to computer science and mathematics. https://span
From playlist Spanning Tree's Most Recent
How to find the center node(s) of tree Algorithms repository: https://github.com/williamfiset/algorithms#tree-algorithms Video slides: https://github.com/williamfiset/Algorithms/tree/master/slides Video source code: https://github.com/williamfiset/Algorithms/tree/master/src/main/java/co
From playlist Tree Algorithms
Searching a Tree - Intro to Algorithms
This video is part of an online course, Intro to Algorithms. Check out the course here: https://www.udacity.com/course/cs215.
From playlist Introduction to Algorithms
By arranging enough dominos into just the right structure, we can build a computer. But how do we arrange dominos in such a way that they can perform computation? Here, we explore the process of building domino logical circuits by carefully arranging dominos into configurations that can co
From playlist Spanning Tree Favorites
Introduction to tree algorithms | Graph Theory
An introduction to tree algorithms. This video covers how trees are stored and represented on a computer. Support me by purchasing the full graph theory course on Udemy which includes additional problems, exercises and quizzes not available on YouTube: https://www.udemy.com/course/graph-t
From playlist Tree Algorithms
Tree Graphs - Intro to Algorithms
This video is part of an online course, Intro to Algorithms. Check out the course here: https://www.udacity.com/course/cs215.
From playlist Introduction to Algorithms
This lesson introduces spanning trees and lead to the idea of finding the minimum cost spanning tree. Site: http://mathispower4u.com
From playlist Graph Theory
MIT 6.849 Geometric Folding Algorithms: Linkages, Origami, Polyhedra, Fall 2012 View the complete course: http://ocw.mit.edu/6-849F12 Instructor: Erik Demaine This lecture begins with how to construct a gluing tree. Combinatorial bounds and algorithms are proved for gluing results, which
From playlist MIT 6.849 Geometric Folding Algorithms, Fall 2012
Stanford Lecture: Don Knuth - Twintrees, Baxter Permutations, and Floorplans (2022)
Donald Knuth’s Annual Christmas Tree Lectures are back! 🌲✨ This year Dr. Knuth will present on Twintrees, Baxter Permutations, and Floorplans. Three fascinating concepts, which seem at first to be entirely unrelated to each other, are in fact in one-to-one correspondence, via three beaut
From playlist Donald Knuth Lectures
Don Knuth Christmas Lecture 2022
Stanford Lecture: Don Knuth - Twintrees, Baxter Permutations, and Floorplans (2022) Dr. Knuth presents on Twintrees, Baxter Permutations, and Floorplans. Three fascinating concepts, which seem at first to be entirely unrelated to each other, are in fact in one-to-one correspondence, via t
From playlist Donald Knuth Annual Christmas Lectures
Make A Combination Lock - Intro to Algorithms
This video is part of an online course, Intro to Algorithms. Check out the course here: https://www.udacity.com/course/cs215.
From playlist Introduction to Algorithms
[hgraph2graph] Hierarchical Generation of Molecular Graphs using Structural Motifs | AISC Spotlight
For slides and more information on the paper, visit https://aisc.ai.science/events/2020-02-26 Discussion lead: Wengong Jin Discussion facilitator(s): Rouzbeh Afrasiabi
From playlist Machine Learning for Scientific Discovery
Introduction to Spanning Trees
This video introduces spanning trees. mathispower4u.com
From playlist Graph Theory (Discrete Math)
CSE 373 -- Lecture 10, Fall 2020
From playlist CSE 373 -- Fall 2020
Lecture 10 - Graph Data Structures
This is Lecture 10 of the CSE373 (Analysis of Algorithms) course taught by Professor Steven Skiena [http://www3.cs.stonybrook.edu/~skiena/] at Stony Brook University in 2016. The lecture slides are available at: https://www.cs.stonybrook.edu/~skiena/373/newlectures/lecture10.pdf More inf
From playlist CSE373 - Analysis of Algorithms 2016 SBU
Enabling Rapid COVID-19 Small Molecule Drug Design Through Scalable Deep Learning Generative Models
A Lawrence Livermore National Laboratory team developed an accurate and efficient generative machine learning model to enable COVID-19 researchers to produce novel compounds that could possibly treat the disease. Using Sierra, the world’s third-fastest supercomputer, the team trained the
From playlist Center for Applied Scientific Computing
Maria CHUDNOVKY - Induced subgraphs and tree decompositions
https://ams-ems-smf2022.inviteo.fr/
From playlist International Meeting 2022 AMS-EMS-SMF
From Data to Dashboard: Make an Interactive Model
Students typically create their portfolios out of simple, clean datasets. These projects are great to learn the basics, but they allow you to circumvent the most essential data science skills. Data on the job requires extensive cleaning, exploration, and feature engineering to become usabl
From playlist Advanced Machine Learning
From playlist Algorithms 1