Michael Creel's repositories
Econometrics
Econometrics lecture notes with examples using the Julia language
IntProbDS.jl
Julia code to accompany https://probability4datascience.com/index.html
SimulatedNeuralMoments.jl
package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net
JuliaMPIMonteCarlo.jl
illustrates using Julia and MPI to do Monte Carlo
NeuralNetsForIndirectInference.jl
Julia code for indirect inference using statistics filtered by neural net
SelectStatisticsABC.jl
Julia code for selection of auxiliary statistics for Approximate Bayesian Computing
ABC-MSM-Turing
basic scripts doing ABC/MSM using Turing.jl
DeepSimulatedMoments.jl
Method of Simulated Moments using deep learning to generate moment conditions
Language:JuliaMIT000
FluxArchitectures
Complex neural network examples for Flux.jl
Language:JuliaMIT000
FreqTables.jl
Frequency tables in Julia
neural-amp-modeler
Neural network emulator for guitar amplifiers.
Statistics.jl
The Statistics stdlib that ships with Julia.