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Liu Shuai's Projects

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

floam icon floam

Fast LOAM: Fast and Optimized Lidar Odometry And Mapping for indoor/outdoor localization (Lidar SLAM)

freecodecamp icon freecodecamp

The https://freeCodeCamp.org open source codebase and curriculum. Learn to code and help nonprofits.

freess icon freess

免费ss账号 免费shadowsocks账号 免费v2ray账号 (长期更新)

frigate icon frigate

人工智能摄像头监控 NVR with realtime local object detection for IP cameras

girls-in-ai icon girls-in-ai

免费学代码系列:小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

houseprice_prediction_with_ml icon houseprice_prediction_with_ml

用各种机器学习算法预测上海房价,从链家网爬取的上海市各二手房数据进行训练,非线性决策树优于线性回归优于神经网络,初次尝试水平有限,效果一般

huawei-codecraft2018 icon huawei-codecraft2018

2018华为软件精英挑战赛,预测方案使用线性回归:差分+高斯核局部加权+岭回归拟合,放置方案采用随机启发式搜索:模拟退火+首次适应

lda_and_klda icon lda_and_klda

机器学习第三次作业,线性判别分析和基于kernel的线性判别分析

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

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