/PlutoNotebooks

Random Pluto notebooks in Julia

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PlutoNotebooks

Random Pluto notebooks in Julia.

Honerable Mentions / WIPs

xkcd

d-separation

sub2ind

policy gradient

pizza

pumpkin

Gaussian processes

Gaussian processes

Importance sampling

Importance sampling

Univariate Multivariate

Value iteration

Value iteration

The EM algorithm

EM algorithm

Gibbs sampling

Gibbs sampling

Beta distribution and Thompson sampling

Beta distribution

Dirichlet distribution

Dirichlet distribution

Nearest neighbor

Nearest neighbor

K-means clustering

K-means clustering

Deep learning

Neural network

Multi-layer neural network with regularization, from scratch.

Autoencoder

Autoencoder

Autoencoder applied to MNIST using Flux.jl.

Neural network classifier

Neural network classifier

Multi-layer perceptron classifier for MNIST using Flux.jl.

Markov decision processes

https://img.shields.io/badge/pluto-work%20in%20progress-orange

⟨𝒮, 𝒜, 𝑅, 𝑇, γ⟩