greedy algorithm2‐matchingrandom cubic graphA 2-matching of a graph G is a spanning subgraph with maximum degree two. The size of a 2-matching U is the number of edges in U and this is at least n κ ( U ) where n is the number of vertices of G and κ denotes the number of ...
Han K, Wang Y, Guo J, Tang Y, Wu E (2022) Vision gnn: an image is worth graph of nodes. Adv Neural Inf Process Syst 35:8291–8303 Google Scholar Haveliwala TH (2003) Topic-sensitive PageRank: a context-sensitive ranking algorithm for Web search. IEEE Trans Knowl Data Eng 15(4)...
a neural network takes an uncropped image as input and outputs confidence maps and PAFs; these are then used to detect body parts as local peaks in the confidence maps and score all potential connections between them; on the basis of connection scores, a matching algorithm then assigns the con...
Greedy Maximize sum of consecutive differences in a circular array <-> Greedy Minimum sum of absolute difference of pairs of two arrays <-> Greedy Program for Shortest Job First (or SJF) CPU Scheduling <-> Greedy Program for Least Recently Used (LRU) Page Replacement algorithm <-> ...
Fungp - A genetic programming library for Clojure. [Deprecated] Statistiker - Basic Machine Learning algorithms in Clojure. [Deprecated] clortex - General Machine Learning library using Numenta’s Cortical Learning Algorithm. [Deprecated] comportex - Functionally composable Machine Learning library using...
Coming up with time and space complexity for your solutions (see Big-O below) Testing your solutions There is a great intro for methodical, communicative problem-solving in an interview. You'll get this from the programming interview books, too, but I found this outstanding:Algorithm design can...
We anticipate that this type of approach could be used for the design of interfaces, protein–nucleic acid complexes, and ligand binding sites. Notably, the design algorithm reflects key characteristics of energy functions, such as the ability to (1) accurately determine side-chain conformations, ...
优化方式有Hungarian algorithm和greedy algorithm。评估方式非常简单,有Box IoU, Pose PCK, cosine similarity (CNN features),LSTM。前三种都不需要学习,是hand-defined features。实验结果中Hungarian algorithm+cosine 最好。hand-defined features的优点是简单,不需要训练,缺点是能力差,一旦物体运动速度快,或者有交叠...
Scicloj - Curated list of ML related resources for Clojure.CrystalGeneral-Purpose Machine Learningmachine - Simple machine learning algorithm. crystal-fann - FANN (Fast Artificial Neural Network) binding.ElixirGeneral-Purpose Machine LearningSimple Bayes - A Simple Bayes / Naive Bayes implementation in...
even though the success of using GPUs in MIPs has traditionally been limited. Our algorithm is capable of performing domain propagation on the GPU exclusively, without the need for synchronization with the CPU, paving the way for the usage of this algorithm in a new generation of MIP methods ...