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2024-10-12 14:16 |
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The following tasks can (in some cases) be partially or fully performed by a computer:
| Task | Potential Automation Method(s) | Link(s) |
|---|---|---|
| Anomaly/novelty/outlier detection | - Isolation Forest - Local Outlier Factor |
https://scikit-learn.org/stable/modules/outlier_detection.html |
| Data visualisation | ||
| Document question-answering | ||
| Entity classification/labelling | ||
| Search | TF-IDF / BM25 | |
| Text summarisation | Large Language Models | |
| Time series forecasting | [[Chronos - Learning the Language of Time Series]] https://github.com/facebook/prophet |
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| Visual question-answering |
- [[List of Useful Algorithms]]