Sharan Yalburgi sharanry

## inverse.ipynb

      
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                sharanry
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              August 1, 2019 04:35
            
          
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## logabsdetjacob_ForwardDiff_test.ipynb

      
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                sharanry
                / logabsdetjacob_ForwardDiff_test.ipynb
            
            
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              July 23, 2019 21:48
            
          
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## normalised_flows_demo.ipynb

      
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                sharanry
                / normalised_flows_demo.ipynb
            
            
              Created
              July 20, 2019 20:55
            
              
                Normalised Flows Demo
              
          
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## nf_abstractions.jl
using Flux, Flux.Tracker
using Flux.Tracker: grad, update!
using Distributions
using StatsFuns
using MLToolkit
using LinearAlgebra
using Random

abstract type Flow end

## dataset.png

      
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                sharanry
                / dataset.png
            
            
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              July 9, 2019 18:31
            
              
                MLE Estimate of Planar Flows
              
          
## MLEtest_normFlow.ipynb

      
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                / MLEtest_normFlow.ipynb
            
            
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              June 26, 2019 19:39
            
          
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## VI_norm_flow.jl
using Flux, Flux.Tracker
using Flux.Tracker: grad, update!
using LinearAlgebra
using Distributions

function functional(i)
    u, w, b = uₖ[i], wₖ[i],bₖ[i]
    f(z) = z + u*tanh.(transpose(w)*z + b)
end
dtanh(z) = 1-tanh.(z).^2

## BayesianNeuralNet.ipynb

      
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                / BayesianNeuralNet.ipynb
            
            
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              June 7, 2019 09:47
            
          
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## Gaussian_VI.ipynb

      
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                sharanry
                / Gaussian_VI.ipynb
            
            
              Created
              March 21, 2019 06:08
            
          
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## data_aug.ipynb

      
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                sharanry
                / data_aug.ipynb
            
            
              Created
              February 4, 2019 07:48
            
          
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	using Flux, Flux.Tracker
	using Flux.Tracker: grad, update!
	using Distributions
	using StatsFuns
	using MLToolkit
	using LinearAlgebra
	using Random

	abstract type Flow end