High performance computing (HPC)

Data Engineering

• [DS] Introduction of N-BEATS

  N-BEATS (Neural Basis Expansion Analysis Time Series) is a deep learning model designed specifically for time series forecasting.

• [DS] Predicting Time Series Data with Prophet

  Facebook Prophet is a powerful tool of high level of automation for univariate forecasting.

Others

• [LLM] Deal with Extrinsic Hallucinations in LLMs (1)

  To avoid hallucination, LLMs need to be (1) factual and (2) acknowledge not knowing the answer when applicable.