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Alternative SDE #2

Merged
merged 30 commits into from
Dec 27, 2023
Merged

Alternative SDE #2

merged 30 commits into from
Dec 27, 2023

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nicolashuynh
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@nicolashuynh nicolashuynh commented Dec 1, 2023 •
edited by JonathanCrabbe
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This PR adds

  • Bugfix for sample feature clipping in DDPM.
  • VESDE and VPSDE noise schedulers.
  • Loss computation for various schedulers.
  • Synthetic datamodule for testing purposes.
  • Unit tests for the above.

@JonathanCrabbe JonathanCrabbe added the enhancement New feature or request label Dec 1, 2023
JonathanCrabbe and others added 26 commits December 2, 2023 20:48
@JonathanCrabbe
Improve DFT unit test
f39213a
@nicolashuynh
1) Custom DDPM 2) VPSDE/VESDE 3) Loss functions 4) Synthetic setup 5)…
7d5c969 
… Standardization
@nicolashuynh
1) Standardization 2) New schedulers (custom DDPM, VPSDE, VESDE) 3) S…
0da3b0e 
…ynthetic datamodule 4) Refactoring of scoremodule
@nicolashuynh
Merge branch 'nico' of https://github.com/JonathanCrabbe/FourierDiffu…
1767cda 
…sion into nico
@nicolashuynh
removed useless files
7ed464d
@nicolashuynh
cleaned typing
0232c64
@nicolashuynh
cleaned typing
32c3844
@nicolashuynh
fixed bug
1fa64cd
@nicolashuynh
Merge branch 'nico' of https://github.com/JonathanCrabbe/FourierDiffu…
61e4d88 
…sion into nico
@nicolashuynh
formatting fixed
e632ce5
@nicolashuynh
formatting
1a8a666
@nicolashuynh
fix isort
8e0ace6
@JonathanCrabbe @nicolashuynh
Reformat black
88eb914 
Co-authored-by: nicolashuynh <[email protected]>
@JonathanCrabbe
Remove debugging
44c62b6
@JonathanCrabbe
Fix isort
19b8471
@JonathanCrabbe
Compute feature mean and std by default
0c66073
@JonathanCrabbe
Automatically remove clip in sampling
f11ccea
@JonathanCrabbe
Move properties specific to score module
ff4b9ac
@JonathanCrabbe
Restore default options
e4dfc2c
@JonathanCrabbe
Simplify rescaling after sampling
f593ac3
@JonathanCrabbe
Remove artifacts variable in datamodule
781961a
@JonathanCrabbe
Remove useless main script
eb819cc
@JonathanCrabbe
Correct typo
7c96e19
@JonathanCrabbe @nicolashuynh
Refactor SDE schedulers
794dcc4 
Co-authored-by: nicolashuynh <[email protected]>
@JonathanCrabbe
Simplify SDE schedulers code
e2eda22
@JonathanCrabbe @nicolashuynh
Add test for Fourier time embedding
415fcf9 
Co-authored-by: nicolashuynh <[email protected]>
@JonathanCrabbe JonathanCrabbe merged commit c91794a into main Dec 27, 2023
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