sdejean28

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sdejean28 / julia-regression-initial.jl

Created January 23, 2021 15:48

	using Plots
	using Flux
	using NNlib
	using Flux: @epochs

	m = Dense(1,1)

	loss(x, y) = sum((m(x).-y).^2)

	dataset = [([0.8], [1.0]),

sdejean28 / julia-regression-part2.jl

Created January 23, 2021 15:53

	using Plots
	using Flux
	using ColorSchemes
	using NNlib
	using Flux: @epochs

	m = Dense(1,1)

	loss(x, y) = sum((m(x).-y).^2)

sdejean28 / julia-regression-part3.jl

Last active January 23, 2021 17:51

	using Plots
	using Flux
	using ColorSchemes
	using NNlib
	using Flux: @epochs

	loss(x, y) = sum((m(x).-y).^2)
	opt = Descent(0.01)

	dataset = [([0.8], [1.0]),

sdejean28 / julia-regression-part3b.jl

Last active January 23, 2021 16:50

	using Plots
	using Flux
	using ColorSchemes
	using NNlib
	using Flux: @epochs

	loss(x, y) = sum((m(x).-y).^2)
	opt = Descent(0.01)

	dataset = [([0.8], [1.0]),

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