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www.countbayesie.com
| | geekyisawesome.blogspot.com
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| | Bernoulli distribution Say you are flipping a coin that has a probability of 0.4 of turning up heads and 0.6 of turning up tails. The simple...
| | seeing-theory.brown.edu
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| | A probability distribution specifies the relative likelihoods of all possible outcomes.
| | jaketae.github.io
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| | So far on this blog, we have looked the mathematics behind distributions, most notably binomial, Poisson, and Gamma, with a little bit of exponential. These distributions are interesting in and of themselves, but their true beauty shines through when we analyze them under the light of Bayesian inference. In today's post, we first develop an intuition for conditional probabilities to derive Bayes' theorem. From there, we motivate the method of Bayesian inference as a means of understanding probability.
| | www.nicktasios.nl
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| In the Latent Diffusion Series of blog posts, I'm going through all components needed to train a latent diffusion model to generate random digits from the MNIST dataset. In this first post, we will tr