Loss Functions - EXPLAINED!

Many animations used in this video came from Jonathan Barron [1, 2]. Give this researcher a like for his hard work!

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RESEOURCES
[1] Paper on adaptive loss function: https://arxiv.org/abs/1701.03077
[2] CVPR paper presentation:    • "A General and Adaptive Robust Loss Functi...  
[3] Regression Loss Functions: https://alexisalulema.com/2017/12/07/...
[4] Classification Losses: https://alexisalulema.com/2017/12/07/...
[5] ML cheat sheet for loss functions: https://ml-cheatsheet.readthedocs.io/...
[6] 7 loss functions with python code: https://www.analyticsvidhya.com/blog/...
[7] A Blog for most common Loss Functions: https://towardsdatascience.com/unders...
[8] Modeling the Huber loss: https://www.textbook.ds100.org/ch/10/...
[9] Notes on Subgradients: https://see.stanford.edu/materials/ls...
[10] Code to get up to speed: https://scikit-learn.org/stable/modul...
[11] What is the difference between KL divergence and Cross Entropy loss: https://stats.stackexchange.com/quest...
[12] A great video explanation of Entropy, Cross Entropy and KL divergence:    • A Short Introduction to Entropy, Cross-Ent...