Large Language & Foundation Models for Time Series.

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

Superfast AI decision making and intelligent processing of multi-modal data.

Must-read papers on prompt-based tuning for pre-trained language models.

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

🦜🔗 Build context-aware reasoning applications

Machine Learning for Time Series

Linear Model & Examples & Talks

Notebooks centered on deep learning techniques

Examples of natural language processing

Notebooks for mastering pandas