Глоссариум по искусственному интеллекту: 2500 терминов. Том 2

Eli5 environment is a Python environment that is used to debug and visualize machine learning models. By default, it supports several machine learning frameworks – Scikit-learn, XGBoost, LightGBM, CatBoost, lightning, Keras and so on. Eli5 also provides LIME and Permutation Importance models to test machine learning pipelines as black boxes[449 - Eli5 environment [Электронный ресурс] https://github.com URL: https://github.com/TeamHG-Memex/eli5 (дата обращения: 02.07.2023)].

ELIZA effect is a term used to discuss progressive artificial intelligence.

It is the idea that people may falsely attach meanings of symbols or words that they ascribe to artificial intelligence in technologies[450 - ELIZA effect [Электронный ресурс] https://www.techopedia.com URL: https://www.techopedia.com/definition/19121/eliza-effect (дата обращения: 11.07.2023)].

Embedding (Word Embedding) is one instance of some mathematical structure contained within another instance, such as a group that is a subgroup[451 - Embedding [Электронный ресурс] https://appen.

com URL: https://appen.com/ai-glossary/ (дата обращения 28.02.2022)].

Embedding space – the d-dimensional vector space that features from a higher-dimensional vector space are mapped to. Ideally, the embedding space contains a structure that yields meaningful mathematical results; for example, in an ideal embedding space, addition and subtraction of embeddings can solve word analogy tasks. The dot product of two embeddings is a measure of their similarity[452 - Embedding space [Электронный ресурс] https://developers.

google.com URL: https://developers.google.com/machine-learning/glossary#embedding-space (дата обращения: 28.03.2023)].

Embeddings is a categorical feature represented as a continuous-valued feature. Typically, an embedding is a translation of a high-dimensional vector into a low-dimensional space[453 - Embeddings [Электронный ресурс] https://nkj.ru URL: https://www.nkj.ru/open/36052/ (дата обращения: 09.

02.2022)].

Embodied agent (also interface agent) is an intelligent agent that interacts with the environment through a physical body within that environment. Agents that are represented graphically with a body, for example a human or a cartoon animal, are also called embodied agents, although they have only virtual, not physical, embodiment[454 - Embodied agent [Электронный ресурс] https://scholar.uwindsor.ca URL: https://scholar.uwindsor.ca/cgi/viewcontent.