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Intrepid has support for both interactive learning (reinforcement learning, bandits) and representation learning routines (e.g., contrastive learning, autoencoder, etc.). It also has support for various other machine learning routines that are used by these algorithms include routines for supervised learning, clustering, performing independence testing, etc.