# Concept Drift Has the relationship between X and y changed over time? Has the distribution of X changed over time? Resources: * [browse.arxiv.org/pdf/2004.05785.pdf](https://browse.arxiv.org/pdf/2004.05785.pdf) * [Best Practices for Dealing With Concept Drift](https://neptune.ai/blog/concept-drift-best-practices) * [win.tue.nl/~mpechen/publications/pubs/Gama_ACMCS_AdaptationCD_accepted.pdf](https://www.win.tue.nl/~mpechen/publications/pubs/Gama_ACMCS_AdaptationCD_accepted.pdf) * [audacy.com/podcast/the-gradient-perspectives-on-ai-9ffb1/episodes/shreya-shankar-machine-learning-in-the-real-world-da707](https://www.audacy.com/podcast/the-gradient-perspectives-on-ai-9ffb1/episodes/shreya-shankar-machine-learning-in-the-real-world-da707) * [arxiv.org/pdf/2108.13557.pdf](https://arxiv.org/pdf/2108.13557.pdf) --- Date: 20231017 Links to: Tags: References: * []()