Add algorithms and datasets from new evaluation paper (Zhang et al. @ VLDB 2023)

[SebastianSchmidl]

Aoqian Zhang, Shuqing Deng, Dongping Cui, Ye Yuan, and Guoren Wang. An Experimental Evaluation of Anomaly Detection in Time Series. PVLDB, 17(3): 483-496, 2023.
https://dl.acm.org/doi/pdf/10.14778/3632093.3632110

Code: https://github.com/zaqthss/experiment-tsad

• Add algorithms
  • IDK (Code: https://github.com/IsolationKernel/Codes/tree/main/IDK/TS, Paper: TingEtAl2022new)
  • NB (Neighbor Profile, ICDE 2020)
  • PBAD
• Add datasets:
  • Stock
  • Tao
  • SMTP
  • DLR
  • Exercise

The algorithms USAD and TranAD are also missing, but we should have an issue for them already.