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dkanungo
Probabilistic-ML-for-finance-and-investing dkanungo
32
73
apache-2.0
5
Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
capm finance trading investing epistemology npv-analysis generative-ai portfolio-theory project-management probabilistic-models aleatoric-uncertainty epistemic-uncertainty monte-carlo-simulation hamiltonian-monte-carlo ontological-information markov-chain-monte-carlo ensemble-machine-learning probabilistic-programming uncertainty-quantification maximum-likelihood-estimation
Created 2023-08-14
54 commits to main branch, last one 11 months ago
cambridge-mlg
CLUE cambridge-mlg
5
35
mit
11
Code for the paper "Getting a CLUE: A Method for Explaining Uncertainty Estimates"
paper research publication uncertainty latent-space transparency deep-learning counterfactual neural-networks generative-model interpretability machine-learning aleatoric-uncertainty epistemic-uncertainty counterfactual-explanations
Created 2021-03-16
6 commits to master branch, last one about a year ago