astrodeepnet sbi_experiments issues

astrodeepnet / sbi_experiments

Simulation Based Inference experiments

MIT License

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NaNs when using our bijector

#26 Justinezgh opened 2 years ago
0
Lotka Volterra task

#25 Justinezgh opened 2 years ago
2
add support for n dimensions bijector

#24 Justinezgh closed 2 years ago
2
Smooth Normalizing Flow N dimensions

#23 Justinezgh closed 2 years ago
2
Acquisition of simulations

#22 Justinezgh opened 2 years ago
0
Implement ML tasks

#21 Justinezgh opened 2 years ago
13
(optional) Verify the smoothness of ODE Flows and try to train with gradient constraints

#20 EiffL opened 2 years ago
0
Implement a simple WL toy likelihood model (e.g. fitting gaussian mixture to actual WL likelihood)

#19 EiffL opened 2 years ago
2
Implement simple WL field level simulator (e.g. based on https://github.com/tlmakinen/kosmo-kompress )

#18 EiffL opened 2 years ago
28
Decide on metrics to compare performance of NDEs

#17 EiffL opened 2 years ago
21
Affine sigmoid bijector and mixtures of affine sigmoid

#16 EiffL closed 2 years ago
3
Add analytic bijector

#15 Justinezgh closed 2 years ago
1
Adds an implementation of mixture of ramps to create expressive bijectors

#14 EiffL closed 2 years ago
0
Train a Smooth Normalizing Flow with a score matching loss

#13 EiffL opened 2 years ago
11
Repository cleanup

#12 aboucaud closed 2 years ago
0
Fix dim>1 implicit bijector

#11 b-remy closed 2 years ago
0
Adds implicit bijector

#10 EiffL closed 2 years ago
20
Adds basic tools and structures

#9 EiffL closed 2 years ago
3
Add code needed for basic test distributions in a differentiable way (e.g two moons, roll)

#8 EiffL closed 2 years ago
1
Implement a C^k with k>2 coupling layer with numerical inverse and implicit function theorem.

#7 EiffL closed 2 years ago
4
Implement a C^k with k>2 coupling layer with analytic inverse.

#6 EiffL closed 2 years ago
33
Plan of attack Dec 2021 - Jan 2022

#5 EiffL opened 2 years ago
0
Add notebook showcasing the impact of the differentiability of the NN architecture

#4 EiffL closed 2 years ago
0
Loss test - Learning the two-moons distribution with a normalizing flow

#3 Justinezgh closed 2 years ago
6
Learning the two-moons distribution with a normalizing flow

#2 EiffL opened 2 years ago
40
Public or private repo?

#1 EiffL closed 2 years ago
2