good good study, day day up
- [Paper Reading] 经典 CNN model -- 从 AlexNet 到 ResNet
- [Paper Reading] Learning with Noisy Label -- 深度学习落地
- Brewer’s Conjecture and the Feasibility of Consistent, Available, Partition-Tolerant Web | pdf | notes
- BASE: An Acid Alternative | pdf | notes
- Eventually consistent | pdf
- Conflict-free Replicated Data Types | pdf
- The Byzantine Generals Problem | pdf
- The Part-Time Parliament | pdf
- Paxos Made Simple | pdf
- Bitcask - A Log-Structured Hash Table for Fast Key/Value Data | pdf | notes
- The Google File System | pdf | notes
- Bigtable: A Distributed Storage System for Structured Data | pdf
- The Chubby lock service for loosely-coupled distributed systems | pdf
- Web search for a planet: The Google cluster architecture | pdf
- Speech and Language Processing | pdf
- A Stochastic Parts Program and Noun Phrase Parser for Unrestricted Text | pdf
- A Statistical Approach to Machine Translation | pdf
- Spam Filtering with Naive Bayes – Which Naive Bayes? | pdf
alias: Markov network, Markov Random Field (MRF)
HMM, MEMM, CRF
- introduction to Hidden Markov Model pdf Chap.8 Part-of-Speech Tagging
- Conditional Random Fields - Probabilistic Models for Segmenting and Labeling Sequence Data | pdf