Popular GitHub Repositories for Fat Tails

How are words loaded with meaning? Repository accompanying research by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learning as a model for cultural learning: teaching an algorithm what it means to be fat." https://journals.sagepub.com/doi/full/10.1177/00491241221122603

Evaluate and compare AI language models on coding tasks with Evals. Run structured tests, integrate usage rules, and generate detailed reports. ??

ICLR25 | Official code base for Denoising Levy Probabilistic Models (DLPM)

Generative medical imaging model that produces real DXA scan from 3D body surface scan inputs. Predicting interior fat, lean, and bone distribution fom exterior body shape.

Attack of the Tails: Yes, You Really Can Backdoor Federated Learning (NeurIPS '20)

Predicting Body Fat Percentage Using Machine Learning

FBGA-MLP model (hybrid machine learning model)

Package implementing methods developed in "Preventing Fairness Gerrymandering" [ICML '18], "Rich Subgroup Fairness for Machine Learning" [ FAT* '19]. active development fork @algowatchupenn

Companion notebook for the post “Algo Backtests Are Lying to You.”

This project builds a fast, intelligent calibration engine for advanced asset pricing models. Standard Black-Scholes breaks down under real markets with fat tails and jumps, but Lévy models (Variance Gamma, CGMY) are too slow and unstable to calibrate with classical methods.

This project builds a fast, intelligent calibration engine for advanced asset pricing models. Standard Black-Scholes breaks down under real markets with fat tails and jumps, but Lévy models (Variance Gamma, CGMY) are too slow and unstable to calibrate with classical methods.