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During the downward pass, upwards of the children of the same OR parent need to be normalized. Come up with test cases to properly test probabilistic flows. Test cases need to cover when inputs are bi…
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# Introduction
By default Modules are defined using only an apply function and unshared parameters and submodules. This makes it easy to write modules (with control flow) in a concise and readable …
jheek updated
3 years ago
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Hi,
I have a doubt that has troubled me for a while. Since the network is reversible, why do you use JS divergence instead of a series of Jacobians to constrain the distribution? (P.S. I also found…
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Forgive my naivety, but is there a max size or required size of the conditional(/context) feature for a given normalizing flow?
I have been trying to get a flow working with a large conditional fe…
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A planned feature for the next version of `torchdyn` is a model zoo containing models such as [Stable Neural ODEs](https://arxiv.org/pdf/2003.08063.pdf), [Hamiltonian Neural ODEs](https://arxiv.org/pd…
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Hi guys,
First, thanks for the great works.
My background is from computer vision and am not really familiar with sequential data deep learning and Tacotron details.
My major question when I read b…
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```julia
using DifferentialEquations
using Distributions
using Flux, DiffEqFlux, ForwardDiff
using Flux.Tracker
function f(z, p)
α, β = p
tanh.(α.*z .+ β)
end
u0 = [0.0, 0.0]
tspan…
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https://github.com/tensorflow/probability/blob/f051e03dd3cc847d31061803c2b31c564562a993/tensorflow_probability/python/bijectors/rational_quadratic_spline.py#L59-L409
The given example in the docume…
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Hello, im trying to use the dataset here https://github.com/smallGum/MLCNN-Multivariate-Time-Series/blob/master/data/nasdaq100_padding.csv to train TransformerTempFlowEstimator but i keep getting erro…
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Suggested by @AlexAndorra [here](https://github.com/pymc-devs/pymc3/pull/4088#issuecomment-690479838), opening this as a placeholder so I don't forget.
Any preferences on `black` formatting, or are…