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Taishan_Preprocess
For data preprocessing in Taishan PUSH-UP Detection ProjectFedTorchDrug
FedTorchDrug: A Federated Learning System and Benchmark based on TorchDrugModifiedGA
It is well known that when the fitness function is relatively complex, the optimization time cost of the genetic algorithm will be extremely large. To address this issue, the surrogate model was employed to predict the fitness value of the optimization problem in order to reduce the number of actual calculated fitness values. In this project, the tSNE(t-Stochastic neighbour Embedding), the least-square method, and Affinity Propagation were fused in the genetic algorithm to evaluate partial individuals’ fitness. Sufficient benchmark numerical experiments were conducted, and the results proved that the strategy could reduce the number of calculations of the fitness function with similar accuracy to that of a simple genetic algorithm.FedML_submodule
MultiBranchCNN
Point based Spherical CNNPesticideDetection
A java app based on Android platform, aiming to detect the quantity of pesticide left on the crops.Computer_Graphics_FinalProject
Final project of Computer Graphics in the college of software engineering, JLUGenetic-Algorithm
An implementation of classical genetic algorithm.Compiling-Programme
SNLCompilingProgrameFusion-Strategy-to-Speed-Up-Genetic-Algorithm-with-Surrogate-Model
A back-propagation (BP) neural network, the least-square method, and support-vector regression were fused in the genetic algorithm to evaluate partial individuals’ fitness.JLU_NewsSpider
An C# based spider to crawl news in Jilin UniversityopenMP_Based_GA
Genetic Algorithm using openMP to optimize.Love Open Source and this site? Check out how you can help us