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High-performance library for gradient boosting on decision trees
...It has best in class prediction speed, supports both numerical and categorical features, has a fast and scalable GPU version, and readily comes with visualization tools. CatBoost was developed by Yandex and is used in various areas including search, self-driving cars, personal assistance, weather prediction and more.
The world's only naturally intelligent knowledge technology
...Natural language and spatial information are sources of natural intelligence:
- Natural language is providing concrete logic for organizing knowledge objects,
- Spatial information provides concrete logic for organizing spatial objects (utilized in, e.g., self-driving cars).
In this way, our brains know how to organize their knowledge and spatial information.
I focus on natural language because this source of natural intelligence is hardly understood by scientists. Hence, the inability of Large Language Models to organize changes in their knowledge independently.