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Boyang Li's Projects

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

gem5 icon gem5

Fork of the gem5 github mirror with some of my gem5 development patches. USE AT YOUR OWN RISK. I often rewrite the history of this repository.

gem5-aladdin icon gem5-aladdin

End-to-end SoC simulation: integrating the gem5 system simulator with the Aladdin accelerator simulator.

gender-recognition-1 icon gender-recognition-1

A ML project to predict the gender of the person from the voice analysis. Dataset has been obtained from the kaggle and also included in this repository. Basic SVM (linear kernel) gives the accuracy ~ 97.8%.

leetcode icon leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

leetcodeanimation icon leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

ndpmulator icon ndpmulator

A Full-System Framework for Simulating NDP devices from Caches to DRAM

spam-detector-using-the-naive-bayes-approach icon spam-detector-using-the-naive-bayes-approach

To build a probabilistic model from in python the training set (1997 emails of Ham/Spam ), we parse the all files and build a vocabulary with all the words it contains. Then, for each word, compute their frequencies and conditional probabilities for each class.Then from testing set (800 emails) we compute the score of both class as given by our classifier and based on that score we classify whether it is spam or not. We also calculate accuracy, precision, recall, F1-measure and confusion matrix for each class (spam and ham).

v2ray icon v2ray

最好用的 V2Ray 一键安装脚本 & 管理脚本

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