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Harrison (Liding) Li's Projects

411 icon 411

Web-search and recommendation website. Course project from CS411(Database System). Demo link: https://www.youtube.com/watch?time_continue=60&v=B3K7-hzSFRo&feature=emb_logo

algorithmictoolbox icon algorithmictoolbox

This repository contains the Algorithms as described in the Coursera class of Algorithms Part I by University of California, San Diego & Higher School of Economics. Please feel free to make changes to improve the algorithms.

basic_text_mining_project icon basic_text_mining_project

The project was completed in November, 2019. Techniques used: Random Forest, TF-IDF matrix, SMOTE, l1 Regularization.

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、Java、Python、C++

datathon_2019 icon datathon_2019

This a data competition at 2019 spring. My major task in my team was to crawl data from website and saved as jason file.

ddia icon ddia

《Designing Data-Intensive Application》DDIA中文翻译

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

image_recognition_project icon image_recognition_project

This group project was completed in December, 2018. The project provided a solution of image segmentation based on "constrained k-means". We also compared the performance of K-Nearest-Neighbor with Convolutional Neural Network on the dataset. Read the report for more details.

lab3 icon lab3

Project skeleton for Lab 3.

machine_learning icon machine_learning

Notebooks for ML theories, Deep Learning, data preprocessing techniques. Keep updating.

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