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shahineb
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climemu

climate
emulator
diffusion
generative-model
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shahineb commited on
Commit
18dd38b
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1 Parent(s): 9c8d852

refactor monthly + added mpi daily

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  1. ACCESS-ESM1-5/{default → monthly/default}/config.yaml +0 -0
  2. ACCESS-ESM1-5/{default → monthly/default}/edges.npz +0 -0
  3. ACCESS-ESM1-5/{default → monthly/default}/legacy.eqx +0 -0
  4. ACCESS-ESM1-5/{default → monthly/default}/weights.eqx +0 -0
  5. ACCESS-ESM1-5/{default → monthly/default}/β.npy +0 -0
  6. ACCESS-ESM1-5/{default → monthly/default}/μ_σ.npz +0 -0
  7. ACCESS-ESM1-5/{default → monthly/default}/σmax.npy +0 -0
  8. ACCESS-ESM1-5/{paper → monthly/paper}/config.yaml +0 -0
  9. ACCESS-ESM1-5/{paper → monthly/paper}/edges.npz +0 -0
  10. ACCESS-ESM1-5/{paper → monthly/paper}/weights.eqx +0 -0
  11. ACCESS-ESM1-5/{paper → monthly/paper}/β.npy +0 -0
  12. ACCESS-ESM1-5/{paper → monthly/paper}/μ_σ.npz +0 -0
  13. ACCESS-ESM1-5/{paper → monthly/paper}/σmax.npy +0 -0
  14. ACCESS-ESM1-5/{piControl_climatology.nc → monthly/piControl_climatology.nc} +0 -0
  15. CanESM5/{default → monthly/default}/config.yaml +0 -0
  16. CanESM5/{default → monthly/default}/edges.npz +0 -0
  17. CanESM5/{default → monthly/default}/legacy.eqx +0 -0
  18. CanESM5/{default → monthly/default}/weights.eqx +0 -0
  19. CanESM5/{default → monthly/default}/β.npy +0 -0
  20. CanESM5/{default → monthly/default}/μ_σ.npz +0 -0
  21. CanESM5/{default → monthly/default}/σmax.npy +0 -0
  22. CanESM5/{piControl_climatology.nc → monthly/piControl_climatology.nc} +0 -0
  23. IPSL-CM6A-LR/{default → monthly/default}/config.yaml +0 -0
  24. IPSL-CM6A-LR/{default → monthly/default}/edges.npz +0 -0
  25. IPSL-CM6A-LR/{default → monthly/default}/legacy.eqx +0 -0
  26. IPSL-CM6A-LR/{default → monthly/default}/weights.eqx +0 -0
  27. IPSL-CM6A-LR/{default → monthly/default}/β.npy +0 -0
  28. IPSL-CM6A-LR/{default → monthly/default}/μ_σ.npz +0 -0
  29. IPSL-CM6A-LR/{default → monthly/default}/σmax.npy +0 -0
  30. IPSL-CM6A-LR/{piControl_climatology.nc → monthly/piControl_climatology.nc} +0 -0
  31. MIROC6/{default → monthly/default}/config.yaml +0 -0
  32. MIROC6/{default → monthly/default}/edges.npz +0 -0
  33. MIROC6/{default → monthly/default}/legacy.eqx +0 -0
  34. MIROC6/{default → monthly/default}/weights.eqx +0 -0
  35. MIROC6/{default → monthly/default}/β.npy +0 -0
  36. MIROC6/{default → monthly/default}/μ_σ.npz +0 -0
  37. MIROC6/{default → monthly/default}/σmax.npy +0 -0
  38. MIROC6/{paper → monthly/paper}/config.yaml +0 -0
  39. MIROC6/{paper → monthly/paper}/edges.npz +0 -0
  40. MIROC6/{paper → monthly/paper}/weights.eqx +0 -0
  41. MIROC6/{paper → monthly/paper}/β.npy +0 -0
  42. MIROC6/{paper → monthly/paper}/μ_σ.npz +0 -0
  43. MIROC6/{paper → monthly/paper}/σmax.npy +0 -0
  44. MIROC6/{piControl_climatology.nc → monthly/piControl_climatology.nc} +0 -0
  45. MPI-ESM1-2-LR/daily/default/config.yaml +13 -0
  46. MPI-ESM1-2-LR/{default → daily/default}/edges.npz +0 -0
  47. MPI-ESM1-2-LR/daily/default/weights.eqx +3 -0
  48. MPI-ESM1-2-LR/daily/default/β.npy +3 -0
  49. MPI-ESM1-2-LR/daily/default/μ_σ.npz +3 -0
  50. MPI-ESM1-2-LR/daily/default/σmax.npy +3 -0
ACCESS-ESM1-5/{default → monthly/default}/config.yaml RENAMED
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ACCESS-ESM1-5/{default → monthly/default}/edges.npz RENAMED
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ACCESS-ESM1-5/{default → monthly/default}/legacy.eqx RENAMED
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ACCESS-ESM1-5/{default → monthly/default}/weights.eqx RENAMED
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ACCESS-ESM1-5/{default → monthly/default}/β.npy RENAMED
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ACCESS-ESM1-5/{default → monthly/default}/μ_σ.npz RENAMED
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ACCESS-ESM1-5/{default → monthly/default}/σmax.npy RENAMED
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ACCESS-ESM1-5/{paper → monthly/paper}/config.yaml RENAMED
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ACCESS-ESM1-5/{paper → monthly/paper}/edges.npz RENAMED
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ACCESS-ESM1-5/{paper → monthly/paper}/weights.eqx RENAMED
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ACCESS-ESM1-5/{paper → monthly/paper}/β.npy RENAMED
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ACCESS-ESM1-5/{paper → monthly/paper}/μ_σ.npz RENAMED
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ACCESS-ESM1-5/{paper → monthly/paper}/σmax.npy RENAMED
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ACCESS-ESM1-5/{piControl_climatology.nc → monthly/piControl_climatology.nc} RENAMED
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CanESM5/{default → monthly/default}/config.yaml RENAMED
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CanESM5/{default → monthly/default}/edges.npz RENAMED
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CanESM5/{default → monthly/default}/legacy.eqx RENAMED
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CanESM5/{default → monthly/default}/weights.eqx RENAMED
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CanESM5/{default → monthly/default}/β.npy RENAMED
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CanESM5/{default → monthly/default}/μ_σ.npz RENAMED
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CanESM5/{default → monthly/default}/σmax.npy RENAMED
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CanESM5/{piControl_climatology.nc → monthly/piControl_climatology.nc} RENAMED
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IPSL-CM6A-LR/{default → monthly/default}/config.yaml RENAMED
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IPSL-CM6A-LR/{default → monthly/default}/edges.npz RENAMED
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IPSL-CM6A-LR/{default → monthly/default}/legacy.eqx RENAMED
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IPSL-CM6A-LR/{default → monthly/default}/weights.eqx RENAMED
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IPSL-CM6A-LR/{default → monthly/default}/β.npy RENAMED
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IPSL-CM6A-LR/{default → monthly/default}/μ_σ.npz RENAMED
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IPSL-CM6A-LR/{default → monthly/default}/σmax.npy RENAMED
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IPSL-CM6A-LR/{piControl_climatology.nc → monthly/piControl_climatology.nc} RENAMED
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MIROC6/{default → monthly/default}/config.yaml RENAMED
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MIROC6/{default → monthly/default}/edges.npz RENAMED
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MIROC6/{default → monthly/default}/legacy.eqx RENAMED
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MIROC6/{default → monthly/default}/weights.eqx RENAMED
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MIROC6/{default → monthly/default}/β.npy RENAMED
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MIROC6/{default → monthly/default}/μ_σ.npz RENAMED
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MIROC6/{default → monthly/default}/σmax.npy RENAMED
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MIROC6/{paper → monthly/paper}/config.yaml RENAMED
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MIROC6/{paper → monthly/paper}/edges.npz RENAMED
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MIROC6/{paper → monthly/paper}/weights.eqx RENAMED
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MIROC6/{paper → monthly/paper}/β.npy RENAMED
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MIROC6/{paper → monthly/paper}/μ_σ.npz RENAMED
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MIROC6/{paper → monthly/paper}/σmax.npy RENAMED
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MIROC6/{piControl_climatology.nc → monthly/piControl_climatology.nc} RENAMED
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MPI-ESM1-2-LR/daily/default/config.yaml ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ input_size: [5, 96, 192] # Shape of input (channels, nlat, nlon)
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+ nside: 64 # HEALPix nside parameter (controls resolution of the spherical mesh)
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+ enc_filters: [64, 128, 256, 256, 256] # Number of filters in each encoder block
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+ dec_filters: [256, 256, 128, 64, 64] # Number of filters in each decoder block
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+ dec_blocks: [2, 2, 3, 3, 4] # Number of residual blocks in each decoder block
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+ n_bottleneck_blocks: 1 # Number of residual blocks in the bottleneck
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+ out_channels: 4 # Number of output channels (e.g. tas, pr, hurs, sfcWind)
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+ temb_dim: 256 # Dimension of time embedding vectors
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+ doyemb_dim: 16 # Dimension of day-of-year embedding vectors
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+ posemb_dim: 32 # Dimension of positional embedding vectors
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+ healpix_emb_dim: 5 # Dimension of HEALPix positional embeddings
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+ context_channels: 1 # Number of context channels (e.g. GMST ΔT for conditioning)
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+ sigma_min: 0.01 # Minimum noise level for the diffusion process
MPI-ESM1-2-LR/{default → daily/default}/edges.npz RENAMED
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MPI-ESM1-2-LR/daily/default/weights.eqx ADDED
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+ size 59225756
MPI-ESM1-2-LR/daily/default/β.npy ADDED
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MPI-ESM1-2-LR/daily/default/μ_σ.npz ADDED
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MPI-ESM1-2-LR/daily/default/σmax.npy ADDED
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