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Neal Shinoda's Projects

acid icon acid

A distributed service governance framework. 分布式服务治理框架

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An android based application which could be used to draw a variety of functions.

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A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

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A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

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FedTorchDrug: A Federated Learning System and Benchmark based on TorchDrug

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🔥🔥「InterviewGuide」是阿秀从校园->职场多年计算机自学过程的记录以及学弟学妹们计算机校招&秋招经验总结文章的汇总,包括但不限于C/C++ 、Golang、JavaScript、Vue、操作系统、数据结构、计算机网络、MySQL、Redis等学习总结,坚持学习,持续成长!

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The Unified Machine Learning Framework

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JSON-RPC implementation in C++17

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Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.

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Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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Best DDoS Attack Script Python3, Cyber Attack With 44 Methods

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此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

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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.

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