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astrodeepnet
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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
3 years ago
40
Public or private repo?
#1
EiffL
closed
3 years ago
2