Pinned Repositories
Distributed-System
Simple distributed system: MapReduce, Primary/backup, Paxos-based, Sharded key value service. Recover for persistence.
Database
Simple DBMS that supports basic CRUD, query optimization, log for recovery, rollback, and concurrency control.
SimpleML
Basic ML problem solving which covers 1: Decision Trees, 2: Classifiers: Naive Bayes, Perceptron, Logistic Regression, 3: SVMs and Ensembles, 4: k-Means, EM, and PCA
shichengfeng0's Repositories
shichengfeng0/Distributed-System
Simple distributed system: MapReduce, Primary/backup, Paxos-based, Sharded key value service. Recover for persistence.
shichengfeng0/SimpleML
Basic ML problem solving which covers 1: Decision Trees, 2: Classifiers: Naive Bayes, Perceptron, Logistic Regression, 3: SVMs and Ensembles, 4: k-Means, EM, and PCA
shichengfeng0/Database
Simple DBMS that supports basic CRUD, query optimization, log for recovery, rollback, and concurrency control.