ddz16/TSFpaper

• highreadme#1

  Clarify in the README that the repo is a paper list, not a code implementation

  原因：

  当前

  This repository contains a reading list of papers (**400+ papers !!!**) on **Time Series Forecasting/Prediction (TSF)** and **Spatio-Temporal Forecasting/Prediction (STF)**.

  复制粘贴的修复

  复制

  This repository is a curated reading list of over 400 papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). **Please note: This repository provides paper references and summaries only; it does not contain code implementations or a unified API for these models.**

  待办完成忽略
• highlicense#2

  Add a LICENSE file to the repository

  原因：

  复制粘贴的修复

  复制

  Create a `LICENSE` file (e.g., `LICENSE.md`) in the repository root, containing the text of a standard open-source license such as MIT or Apache-2.0, to clearly define usage terms.

  待办完成忽略
• mediumhomepage#3

  Add a homepage URL to the repository's About section

  原因：

  复制粘贴的修复

  复制

  Update the repository's About section to include a relevant homepage URL, such as a project website, an associated academic page, or a link back to the GitHub repository itself if no external site exists.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Where can I find a curated list of research papers on modern time series forecasting techniques?

  你：未被推荐
  AI 推荐顺序：

  1. Papers With Code
  2. Awesome Time Series Forecasting GitHub Repository
  3. Google Scholar
  4. arXiv
  5. Kaggle
  6. NeurIPS
  7. ICML
  8. ICLR
  9. KDD
  10. Forecasting: Principles and Practice (Hyndman & Athanasopoulos)

  AI 推荐了 10 个替代方案，却始终没点名 ddz16/TSFpaper。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What deep learning models are effective for spatio-temporal prediction with large datasets?

  你：未被推荐
  AI 推荐顺序：

  1. GCRN
  2. DCRNN
  3. STGCN
  4. ASTGCN
  5. Spatio-Temporal Transformers
  6. Informer
  7. Autoformer
  8. ConvLSTM
  9. ConvGRU
  10. PredRNN
  11. PredRNN++
  12. 3D CNNs
  13. C3D
  14. CNN-LSTM
  15. GNN-Transformer

  AI 推荐了 15 个替代方案，却始终没点名 ddz16/TSFpaper。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of ddz16/TSFpaper?

  pass
  ✓AI 明确点名了 ddz16/TSFpaper

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts ddz16/TSFpaper in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 ddz16/TSFpaper

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo ddz16/TSFpaper solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 ddz16/TSFpaper

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？