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Bangda Sun's Projects

advanced-r icon advanced-r

Advanced topics in R, such as object-oriented-programming, functional programming, package management and developing, etc

algorithms icon algorithms

Algorithms collection: Machine Learning / Discrete Math / Operation Research

atm-transaction-state-analysis icon atm-transaction-state-analysis

ATM system has front-end and back-end, where the front-end is the ATM and back-end is the data processing system. Customer will submit request from the front-end, then the request will be sent to the back-end and the result will be sent back to the front-end. This is the whole process of transaction.

bangdasun.github.io icon bangdasun.github.io

My personal blog https://bangdasun.github.io/. Template: Hexo - Hacker. Font family: Verdana, Geneva, sans-serif

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

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++

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

housing-price-analysis icon housing-price-analysis

The data is from kaggle. It's not only a good example to apply various regression methods, but also a nice chance to use more complicated machine learning algorithms such as Random Forest. This is the final project of STAT GR5205 Linear Regression Models

kaggle icon kaggle

My journey through kaggle, also as a reference for data cleaning, feature engineering & machine learning piplines

kaggle_learn icon kaggle_learn

Functions used in kaggle competitions: data preprocessing/feature engineering/model training etc. Many of these functions are collected from kaggle community, credits are belong to the authors :)

labuladong-algorithm icon labuladong-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

leetcode-2 icon leetcode-2

:pencil: Python / C++ 11 Solutions of All 468 LeetCode Questions

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