Add files using upload-large-folder tool

.gitattributes

@@ -57,3 +57,123 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC23_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC03_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC13_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC03_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC20_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC06_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC17_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC21_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC22_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC08_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC17_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC12_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC26_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC16_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC07_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC22_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC17_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC23_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC00_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC01_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC26_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC22_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC28_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC05_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC25_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC30_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC24_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC28_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC11_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC19_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC12_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC27_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC35_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC21_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC16_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC02_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC30_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC13_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC15_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC02_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC01_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC31_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC08_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC25_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC01_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC04_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC23_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC26_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC11_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC03_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC05_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC07_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC33_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC18_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC38_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC12_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC14_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC19_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC16_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC29_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC08_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC02_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC39_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC29_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC06_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC10_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC25_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC31_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC07_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC15_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC06_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC35_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC00_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC34_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC20_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC30_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC20_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC31_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC13_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC24_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC04_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC29_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC33_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC11_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC34_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC32_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC24_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC18_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC14_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC15_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC19_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC00_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC10_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC10_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC35_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC28_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC32_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC33_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC36_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC14_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC37_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC27_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC32_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC04_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC09_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC05_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC39_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC09_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC38_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/valid/planetswe_IC34_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC38_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC36_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC09_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC21_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC39_s3.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC18_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC36_s1.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC37_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/train/planetswe_IC27_s2.hdf5 filter=lfs diff=lfs merge=lfs -text
+data/test/planetswe_IC37_s3.hdf5 filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,129 @@
+---
+language:
+- en
+license: cc-by-4.0
+tags:
+- physics
+
+task_categories:
+- time-series-forecasting
+- other
+task_ids:
+- multivariate-time-series-forecasting
+---
+
+# How To Load from HuggingFace Hub
+
+1. Be sure to have `the_well` installed (`pip install the_well`)
+2. Use the `WellDataModule` to retrieve data as follows:
+
+```python
+from the_well.data import WellDataModule
+
+# The following line may take a couple of minutes to instantiate the datamodule
+datamodule = WellDataModule(
+    "hf://datasets/polymathic-ai/",
+    "planetswe",
+)
+train_dataloader = datamodule.train_dataloader()
+
+for batch in dataloader:
+    # Process training batch
+    ...
+```
+
+# PlanetSWE
+
+**One line description of the data:** Forced hyperviscous rotating shallow water on a sphere with earth-like topography and daily/annual periodic forcings.
+
+**Longer description of the data:** The shallow water equations are fundamentally a 2D approximation of a 3D flow in the case where horizontal length scales are significantly longer than vertical length scales. They are derived from depth-integrating the incompressible Navier-Stokes equations. The integrated dimension then only remains in the equation as a variable describing the height of the pressure surface above the flow. These equations have long been used as a simpler approximation of the primitive equations in atmospheric modeling of a single pressure level, most famously in the Williamson test problems. This scenario can be seen as similar to Williamson Problem 7 as we derive initial conditions from the hPa 500 pressure level in ERA5. These are then simulated with realistic topography and two levels of periodicity.
+
+**Associated paper**: [Paper](https://openreview.net/forum?id=RFfUUtKYOG).
+
+**Domain expert**: [Michael McCabe](https://mikemccabe210.github.io/), Polymathic AI.
+
+**Code or software used to generate the data**: [Dedalus](https://dedalus-project.readthedocs.io/en/latest/), adapted from [this example](https://dedalus-project.readthedocs.io/en/latest/pages/examples/ivp_sphere_shallow_water.html).
+
+**Equation**:
+
+$$
+\begin{align*}
+\frac{ \partial \vec{u}}{\partial t} &= - \vec{u} \cdot \nabla u - g \nabla h - \nu \nabla^4 \vec{u} - 2\Omega \times \vec{u} \\
+\frac{ \partial h }{\partial t} &= -H \nabla \cdot \vec{u} - \nabla \cdot (h\vec{u}) - \nu \nabla^4h + F
+\end{align*}
+$$
+
+with \\(h\\) the deviation of pressure surface height from the mean, \\(H\\) the mean height, \\(\vec{u}\\) the 2D velocity, \\(\Omega\\) the Coriolis parameter, and F the forcing which is defined:
+
+```python
+def find_center(t):
+    time_of_day = t / day
+    time_of_year = t / year
+    max_declination = .4 # Truncated from estimate of earth's solar decline
+    lon_center = time_of_day*2*np.pi # Rescale sin to 0-1 then scale to np.pi
+    lat_center = np.sin(time_of_year*2*np.pi)*max_declination
+    lon_anti = np.pi + lon_center  #2*np.((np.sin(-time_of_day*2*np.pi)+1) / 2)*pi
+    return lon_center, lat_center, lon_anti, lat_center
+
+def season_day_forcing(phi, theta, t, h_f0):
+    phi_c, theta_c, phi_a, theta_a = find_center(t)
+    sigma = np.pi/2
+    coefficients = np.cos(phi - phi_c) * np.exp(-(theta-theta_c)**2 / sigma**2)
+    forcing = h_f0 * coefficients
+    return forcing
+```
+
+Visualization:
+
+![Gif](https://users.flatironinstitute.org/~polymathic/data/the_well/datasets/planetswe/gif/planetswe.gif)
+
+| Dataset    | FNO | TFNO  | Unet | CNextU-net
+|:-:|:-:|:-:|:-:|:-:|
+| `planetswe`  | 0.1727| \\(\mathbf{0.0853}\\) | 0.3620 | 0.3724|
+
+Table: VRMSE metrics on test sets (lower is better). Best results are shown in bold. VRMSE is scaled such that predicting the mean value of the target field results in a score of 1.
+
+## About the data
+
+**Dimension of discretized data:** 3024 timesteps of 256x512 images with "day" defined as 24 steps and "year" defined as 1008 in model time.
+
+**Fields available in the data:** height (scalar field), velocity (vector field).
+
+**Number of trajectories:** 40 trajectories of 3 model years.
+
+**Estimated size of the ensemble of all simulations:** 185.8 GB.
+
+**Grid type:** Equiangular grid, polar coordinates.
+
+**Initial conditions:** Sampled from hPa 500 level of [ERA5](https://rmets.onlinelibrary.wiley.com/doi/10.1002/qj.3803), filtered for stable initialization and burned-in for half a simulation year.
+
+**Boundary conditions:** Spherical.
+
+**Simulation time-step (\\(\Delta t\\)):** CFL-based step size with safety factor of 0.4.
+
+**Data are stored separated by (\\(\delta t\\)):** 1 hour in simulation time units.
+
+**Total time range (\\(t_{min}\\) to \\(t_{max}\\)):** \\(t_{min} = 0\\), \\(t_{max} = 3024\\).
+
+**Spatial domain size:** \\(\phi \in [0, 2 \pi]\\), \\(\theta \in [0, \pi]\\).
+
+**Set of coefficients or non-dimensional parameters evaluated:** \\(\nu\\) normalized to mode 224.
+
+**Approximate time to generate the data:** 45 minutes using 64 icelake cores for one simulation.
+
+**Hardware used to generate the data:** 64 Icelake CPU cores.
+
+## What is interesting and challenging about the data:
+
+Spherical geometry and planet-like topography and forcing make for a proxy for real-world atmospheric dynamics where true dynamics are known. The dataset has annual and daily periodicity forcing models to either process a sufficient context length to learn these patterns or to be explicitly time aware. Furthermore, the system becomes stable making this a good system for exploring long run stability of models.
+
+Please cite the associated paper if you use this data in your research:
+
+```
+@article{mccabe2023towards,
+  title={Towards stability of autoregressive neural operators},
+  author={McCabe, Michael and Harrington, Peter and Subramanian, Shashank and Brown, Jed},
+  journal={arXiv preprint arXiv:2306.10619},
+  year={2023}
+}
+```

data/stats.yaml

@@ -0,0 +1,10 @@
+mean:
+  height: -56.605417955475275
+  velocity:
+  - 0.0011791672586766648
+  - -0.055897362884771845
+std:
+  height: 296.66266601495124
+  velocity:
+  - 7.224222433086038
+  - 13.895557252034203

data/test/planetswe_IC36_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f55a3b851cdff399a2ee1269b354b00f32235e10d6bce26a482815710c136c0
+size 1602224128

data/test/planetswe_IC36_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca2d12eb902ed4228bc67216b591b9a41364e16f552dd92ea13612a932dd7da2
+size 1602224128

data/test/planetswe_IC36_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60f41cb704192a808fad0e58b2bb37fdb65aa7003c7b59ccf07c4cb95e9d6954
+size 1602224128

data/test/planetswe_IC37_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17d2787ec77531dccc90482a1f4f7a96af94e81a9c5d8edb19c3f2cd0966d631
+size 1602224128

data/test/planetswe_IC37_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:955d5fb111b092c90201e0584293cae6657dfc57ddde9cebfc608b5ceb33ef60
+size 1602224128

data/test/planetswe_IC37_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:424869e60ece1e484c9a6af281895aad8a2b3ef62aebf2b968edf1188a7e61a5
+size 1602224128

data/test/planetswe_IC38_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17b628fb429b86000edfbc9fe2a2844ea53cf4a36061cf89420a0878dc7d78bd
+size 1602224128

data/test/planetswe_IC38_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eeaf4440ca1dfb64b310b49a0c0b9bf24d343a5adcaf3e9c4e988ac0fb94117
+size 1602224128

data/test/planetswe_IC38_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:935b92542e93ef676ef9e587cfd0fdf0da4067af478f8892be7b1a9532d546e6
+size 1602224128

data/test/planetswe_IC39_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:456e21cbcb366cbff3db5376d723f448be1294f78a06ed173a62ce05fdd02009
+size 1602224128

data/test/planetswe_IC39_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af75bf30a1a7926d1cdc3e1091ec08d0701b8bf88a4d8338115faf25fc96ad22
+size 1602224128

data/test/planetswe_IC39_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:648d33cc8783a5b6df61999fdf38700f776e410829cd814d97c7553c9add8333
+size 1602224128

data/train/planetswe_IC00_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27f2a8952675c177443118cad79ec824bd62ea74a48fdd33802c689b3aced450
+size 1602224128

data/train/planetswe_IC00_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03e08c84114f86165b833097741099a587ac6014d77181c3064a125b0de3666e
+size 1602224128

data/train/planetswe_IC00_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4bd687a45e3bdc1f950522567f0dcaf4854bc7c98c8e54c4018e5d73eb8b135a
+size 1602224128

data/train/planetswe_IC01_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b6480c13b436c831255e0dea6952606a04bf265129b1cc1579e7a2c987f3f16
+size 1602224128

data/train/planetswe_IC01_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8b5f373c7f1268a866c1e692c3b911da053bc18243d3a5e907790ebf86ebf68
+size 1602224128

data/train/planetswe_IC01_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:933f0dc0ec042b155ac024cef18b8a8043de6bd48897f6b79ea2eb1fd16e0af3
+size 1602224128

data/train/planetswe_IC02_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98b38759fce7a2621dcd0c62fc11585c93e213613a790c90ab3da8043bf58d7d
+size 1602224128

data/train/planetswe_IC02_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb5738de007b833982943b9c69939f7123d26bef7bd9ce7c6875c68cd4ba3dc9
+size 1602224128

data/train/planetswe_IC02_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0df85dca90041feb2b2eaf222456141714dbe5197b3a458d9862ac82acb91e3f
+size 1602224128

data/train/planetswe_IC03_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8811f3ef1187333ae61b91da95602d54d173957c16ceb095d15a1a45dfd1d61
+size 1602224128

data/train/planetswe_IC03_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0275bc30ce24521b18eeb7fa7b62a63e7f7696bbcd048a102078179bf4e9edc8
+size 1602224128

data/train/planetswe_IC03_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3899f4c8f77909489c044016bc069d311c50b4267084929397809f43b6675e5e
+size 1602224128

data/train/planetswe_IC04_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ef6683a4dac5bfb3fc49202ecb9d52295196ad30418da4fcff69aa7d4ccef15
+size 1602224128

data/train/planetswe_IC04_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8e96b80e8d1328d26eddfba93784fda19aa3a9677534d82800b812e5cab1279
+size 1602224128

data/train/planetswe_IC04_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ffb741ab6354ee1a07005fec313824f8cd0515c3d42e512d47467fe4b9b3f02d
+size 1602224128

data/train/planetswe_IC05_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:caf9debc6360df154746baeba9e48d44d01e8eb3527cc18127a255f685511333
+size 1602224128

data/train/planetswe_IC05_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3ae9b6931a24e3c999a817398d7a66a72af6eac0cc638a4f8571a3c77c5a008
+size 1602224128

data/train/planetswe_IC05_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:867498d9e1a4e9b9cc84e29ad0207020cbdc9ec8b18db32d039b851f56202388
+size 1602224128

data/train/planetswe_IC06_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac397c9c25816580d07282cca6fee12bf6dc92d062f1fb11e894d6d6e94ee032
+size 1602224128

data/train/planetswe_IC06_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbfd48b9918adec833d6b3e55f6fc3c07a3ef5349647b6f1d9ff59ab8ac961fd
+size 1602224128

data/train/planetswe_IC06_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:677e284ebf9f28f7c38d1c675e38b54da1342171c138e17eaa95ec498da51fdc
+size 1602224128

data/train/planetswe_IC07_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77b1717b32b709a31dc67bae1e4a6e0e5e2504c177a79408990e932bea8a75ba
+size 1602224128

data/train/planetswe_IC07_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:227908821c3071e686e6649edda9515605a1568d082742ddd1d46f26b63fc8d9
+size 1602224128

data/train/planetswe_IC07_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e304f3b803d6a2b246d545fc4cc67e6fda486d2d22a6e0ecff2c1480c2192601
+size 1602224128

data/train/planetswe_IC08_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9ddd92f5b752453a5b40ac965374ee9aeb527c52b4e1d95dc532cd44435b7d7
+size 1602224128

data/train/planetswe_IC08_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8915a92f440717ceb68dd003287304e0491eca952a1a2b779c6461ca5e358d8
+size 1602224128

data/train/planetswe_IC08_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0350d3f607952434f0c634adf88331d4bccd8b708f28df9107e636f18263eef2
+size 1602224128

data/train/planetswe_IC09_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b82f0c6dcee435c5beeaf938740d44bd88051d9d2699aa15a4db579620227c16
+size 1602224128

data/train/planetswe_IC09_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9976f02e30977815c089a852f68244f8f3b02c775fecf001caf2f28ca479ba6
+size 1602224128

data/train/planetswe_IC09_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acbf1757414d8a9e905e4d7f2c80cee6fa7d7e550c2cb70eefcd68fee02c3c6b
+size 1602224128

data/train/planetswe_IC10_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86163ac650935cffbff22212b4eb62595f8012be8717b955b21eaf9495ad7675
+size 1602224128

data/train/planetswe_IC10_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab925ba58dd6e4eee91ff4427bb3e82c9b6b66db46f271d9cc2e77e746d9b157
+size 1602224128

data/train/planetswe_IC10_s3.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5883d05c0554358bb3295e3bb2fa5a76e27eb685b35a5129f93fb3551c5541a
+size 1602224128

data/train/planetswe_IC11_s1.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:009f7edc9b1d702e1075713d298e50a5a542648bf47a2e8bf5567d7c75a9f454
+size 1602224128

data/train/planetswe_IC11_s2.hdf5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c13b81cbaf7205a1f0e1a3552d760e0515912c226acb522a3ac9d074b8a508e4
+size 1602224128