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rikiwang96's Projects

droplet icon droplet

Droplet is a Python library for sampling, sketching, and summarizing data from massive data streams.

flink-commodity-recommendation-system icon flink-commodity-recommendation-system

:whale:基于 Flink 的商品实时推荐系统。使用了 redis 缓存热点数据。当用户产生评分行为时,数据由 kafka 发送到 flink,根据用户历史评分行为进行实时和离线推荐。实时推荐包括:基于行为和实时热门,离线推荐包括:历史热门、历史优质商品和 itemcf 。

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

minibase icon minibase

An embedded KV storage engine for learning HBase

p5 icon p5

Pacman Capture the Flag

pacman-ai icon pacman-ai

Pac-Man CTF styled game where agents utilize q-learning

pacman_ctf icon pacman_ctf

This is an implementation of intelligent pacman agents for the Pacman Capture the Flag game designed at UC Berkeley. I worked on this project with Liyuan Zheng.

pacmanctf icon pacmanctf

Pacman Capture The Flag project for CS4100 AI

spark icon spark

Apache Spark - A unified analytics engine for large-scale data processing

streaminer icon streaminer

A collection of algorithms for mining data streams

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