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earthformer

0.2.1

earthformer-0.2.1-py2.py3-none-any.whl

Wheel Details

Project:	earthformer
Version:	0.2.1
Filename:	earthformer-0.2.1-py2.py3-none-any.whl
Download:	[link]
Size:	1301014
MD5:	`f2e6928911eaa52327005b90485b6aea`
SHA256:	`92fac9430215a7834496414f538869e90faf128acb926fec2f7012dab1655aa2`
Uploaded:	2024-07-20 00:35:34 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt · dependency_links.txt

METADATA

Metadata-Version:	2.1
Name:	earthformer
Version:	0.2.1
Summary:	A Python package for Earth forecasting transformer (Earthformer)
Author:	Qiusheng Wu
Author-Email:	giswqs[at]gmail.com
Home-Page:	https://github.com/opengeos/earthformer
License:	Apache Software License 2.0
Keywords:	earthformer
Classifier:	Intended Audience :: Developers
Classifier:	License :: OSI Approved :: Apache Software License
Classifier:	Natural Language :: English
Classifier:	Programming Language :: Python :: 3
Classifier:	Programming Language :: Python :: 3.8
Classifier:	Programming Language :: Python :: 3.9
Classifier:	Programming Language :: Python :: 3.10
Classifier:	Programming Language :: Python :: 3.11
Requires-Python:	>=3.8
Requires-Dist:	boto3
Requires-Dist:	h5py (>=2.10.0)
Requires-Dist:	scipy
Requires-Dist:	tqdm
Requires-Dist:	regex
Requires-Dist:	requests
Requires-Dist:	transformers (>=4.3.0)
Requires-Dist:	pandas
Requires-Dist:	einops (>=0.3.0)
Requires-Dist:	tensorboard
Requires-Dist:	omegaconf
Requires-Dist:	matplotlib
Requires-Dist:	botocore
Requires-Dist:	earthnet
Requires-Dist:	leafmap
Requires-Dist:	torchmetrics (<1.0.0)
Description-Content-Type:	text/markdown
License-File:	LICENSE

[Description omitted; length: 2294 characters]

WHEEL

Wheel-Version:	1.0
Generator:	setuptools (71.0.4)
Root-Is-Purelib:	true
Tag:	py2-none-any
Tag:	py3-none-any

RECORD

Path	Digest	Size
earthformer/__init__.py	sha256=McF4nzTZJU2wmepfs7rJJjhMS-ZVuBvTz0urN9O7r5E	155
earthformer/common.py	sha256=TAdOvdRHPTCm9DIf8-2OdDT_MykfAtn-enO5eVlmVTk	12785
earthformer/config.py	sha256=ub7kOnyejbczgAaYrdSUWHAutllAH6TvpPkYfWvByZQ	632
earthformer/earthformer.py	sha256=h5jAdaCtcx8Lk8L1JMa1uvopNYtN0ygoMZeYicXqJVI	553
earthformer/train_cuboid_earthnet.py	sha256=_uzFuknjXq_A9kaTJ09tsFGnkX6Bv3IROvkUbZ0V5Nc	39226
earthformer/baselines/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/baselines/persistence.py	sha256=-0F4fOcOeBBRv8aekG5wGYxBDp0114BaYtuwTwxVgrk	752
earthformer/cuboid_transformer/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/cuboid_transformer/cuboid_transformer.py	sha256=ZyIGzw1dqjhHpAGEbaaq34gwnCkGhMiiTsY9Pet8Z7c	142554
earthformer/cuboid_transformer/cuboid_transformer_patterns.py	sha256=1q8iW8X7tNkxMVcya7BJfNMQh8VCGSTOT9bqW8OEF3s	5335
earthformer/cuboid_transformer/cuboid_transformer_unet_dec.py	sha256=IXbFzENFOdY51heb4ieCgID7A260yUbo8j8MMsM0esw	46221
earthformer/cuboid_transformer/utils.py	sha256=ky8cSh6iC93JWzL_IIAxV9H2HLcYzfd46FLI-D3K2wQ	7473
earthformer/datasets/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/datasets/augmentation.py	sha256=nU1shG1zm6xNbq6KndSyDxDiuOdFRyxBrjSPJb_M0sY	508
earthformer/datasets/earthnet/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/datasets/earthnet/earthnet21x_dataloader.py	sha256=0IUZm4KuMxdb3KsYGjHIG9u7ZllcAZ6gpzIzwX6_r6k	35167
earthformer/datasets/earthnet/earthnet_dataloader.py	sha256=oQjvUljKNpmX-Lr-IGRgJg1jUdjGGYq_rcLHcU7huWI	35629
earthformer/datasets/earthnet/earthnet_scores.py	sha256=rVRC7kbKBP8HHS0f0haUJpp_AnbAutGyvAfYPVcL1vg	10441
earthformer/datasets/earthnet/visualization.py	sha256=dwJ8-xWiRG6FJVhWcX4cO6UC1aEwv2EEdyk1RyKJ8zA	7173
earthformer/datasets/earthnet/earthnet_toolkit/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/datasets/earthnet/earthnet_toolkit/coords.py	sha256=1e2cAe3mjDQ7ZzOqLSdKoPTiyg31yTqHWWEV_oO2iR0	3108
earthformer/datasets/earthnet/earthnet_toolkit/coords_dict.py	sha256=pbDU0QofIcgkzBH1q6GiAmvhNusdSfTFwXPL7x1DAmU	5275247
earthformer/datasets/earthnet/earthnet_toolkit/download.py	sha256=7quT1Yto61j693JvSWSJpkR9-kA0DqMz6yXR7WtcGQo	4533
earthformer/datasets/earthnet/earthnet_toolkit/download_links.py	sha256=bnX2jqw1NuowFB0-IS7C6WT0_F02pJ4eonbgKoX-G7w	74531
earthformer/datasets/earthnet/earthnet_toolkit/parallel_score.py	sha256=sGjOlO9BaAwUZerEitwzdEUF2EXEJxsBzL72ZNjXX4I	25214
earthformer/datasets/earthnet/earthnet_toolkit/plot_cube.py	sha256=opeHMM03TQB25qSfomvWUxsm9KjBI9JV6H7yXBqWsKg	16377
earthformer/datasets/enso/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/datasets/enso/enso_dataloader.py	sha256=vqaiVt4PcU_b5aa2tJa32LE1mVUGhKY4ImNsJUjbHJw	14537
earthformer/datasets/moving_mnist/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/datasets/moving_mnist/moving_mnist.py	sha256=a5wOx9qezXaZA7HksBCOu9RzaA9EoXsd59h2gLZNdbk	11991
earthformer/datasets/nbody/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/datasets/nbody/nbody_mnist.py	sha256=yYGTtjsp9K6DrHMeaAagD_j1wmqAkp4g6GtjE9OgEQE	21955
earthformer/datasets/nbody/nbody_mnist_torch_wrap.py	sha256=KIwyWUZqHXR35GimhoHTd1z7wQrQE1ggQpHC21BhpT0	20811
earthformer/datasets/sevir/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/datasets/sevir/sevir_dataloader.py	sha256=c0_3XSyaUPWZOUt77JAjXkWNhukG7k-6ZU3yhyKeKYo	39089
earthformer/datasets/sevir/sevir_torch_wrap.py	sha256=0R-xXV6wJxadCs6duro2TRQEipbZTd41hOd9mj-4nsk	11871
earthformer/metrics/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/metrics/enso.py	sha256=PFWsUZN8G0pb3Dud8NrZEEFKLdJayBiOY69loBLOFxU	5654
earthformer/metrics/sevir.py	sha256=CB32GY4G5TqDlT91_9MrcT4B8NoNpbz-x8-2xkZV-A8	7182
earthformer/metrics/skill_scores.py	sha256=6iEFq9dgF4QRQ5SlxjFwK8gUKLDQciuU2qwH6yTQtX0	2226
earthformer/metrics/torchmetrics_wo_compute.py	sha256=Bdgdlw49q--68ufcJX6R0h32gN5jvOUBhl4pNE0lft4	4177
earthformer/scripts/baselines/persistence/earthnet/README.md	sha256=zTnRy6feVHEGGKSfLbSdHKKpaCU7_G-AQrCq2xfV_60	644
earthformer/scripts/baselines/persistence/earthnet/cfg.yaml	sha256=OVnGwImx4XdCIi--zi8OCiSQHbs0d8ux_kxtgEaf1GM	525
earthformer/scripts/baselines/persistence/earthnet/test_persistence_earthnet.py	sha256=f0DrIErtm-mqMtMVTJb2yeg1ByKIKQLXgU9x8NeUF2Y	19106
earthformer/scripts/cuboid_transformer/earthnet_w_meso/README.md	sha256=9oQmQ0k_ICB6tLs6K5ATfWgMOrTs8lbiJOgUOwrAgD4	743
earthformer/scripts/cuboid_transformer/earthnet_w_meso/cfg.yaml	sha256=LAoIiR62phmg6YQEaW1dtPv-5PORs1VBRo4zMsRI8Q4	2701
earthformer/scripts/cuboid_transformer/earthnet_w_meso/earthformer_earthnet_v1.yaml	sha256=AzwYu0-sGhPT16Xpzpne3QIY0Paj-vHVTtJ6JVx7MlM	2770
earthformer/scripts/cuboid_transformer/earthnet_w_meso/predict_cuboid_en21x.py	sha256=Sl8IMWFC3DB0VvGbkxGecnSDP_c7IOGmXjRl_MW0Bt8	4977
earthformer/scripts/cuboid_transformer/earthnet_w_meso/train_cuboid_earthnet.py	sha256=lXV3unBzHEhKwEBKnRZmll4viYbdzAmu-urv324ylIo	37882
earthformer/scripts/cuboid_transformer/enso/README.md	sha256=6uWu1x_o1LFcJ9Aewl39_jm-kmDZjo4mE1D83tUKY88	662
earthformer/scripts/cuboid_transformer/enso/cfg.yaml	sha256=lohJiDbNyl_Fa0Bb0Obhnfm6dVvH-cE8YY8VlMOMAtY	2243
earthformer/scripts/cuboid_transformer/enso/earthformer_enso_v1.yaml	sha256=ggBFXcD4hMNs1OmNU7tImbqnqB5Ozlt3X_1fjZxHm4Q	2312
earthformer/scripts/cuboid_transformer/enso/train_cuboid_enso.py	sha256=7PnUrXDiL5rWk9_A1QvTByD3tlukKry5Y4rCjedzrQQ	30923
earthformer/scripts/cuboid_transformer/moving_mnist/README.md	sha256=mGCrx5C2emaLuINQam6N_Cg86tXOdKKAR9DFN3BUH5k	467
earthformer/scripts/cuboid_transformer/moving_mnist/cfg.yaml	sha256=27BUR9UdYWExc0MXJD8w1_Ot2gZNUgiSdYTHD2j0N6o	2106
earthformer/scripts/cuboid_transformer/moving_mnist/train_cuboid_mnist.py	sha256=4YcwEVZxy7vPdf6C-bEfLhkJ9Tj3ukjwjIwrrB3tiDU	26482
earthformer/scripts/cuboid_transformer/nbody/README.md	sha256=qciVAx9xwC6yxu2e-WfnEc5DJ1ywhLiqSJ3Hnd6APhA	467
earthformer/scripts/cuboid_transformer/nbody/cfg.yaml	sha256=MCwliWLFX11IgIY45bYxhFi4OfMd_pvBVQBM6Boeu-g	2791
earthformer/scripts/cuboid_transformer/nbody/train_cuboid_nbody.py	sha256=hpb36Nvv68v-SYKOphniCqh2SEEFkKIu92aConvW7K4	31235
earthformer/scripts/cuboid_transformer/sevir/README.md	sha256=cD6EBPuVnfRhfTFEUkd_ZT68ro3qTMdutNaEwed849c	1153
earthformer/scripts/cuboid_transformer/sevir/cfg_sevir.yaml	sha256=-weh9-Uwaq293rj1NIPHmXrdB2ibq2-iSxjV41I5y8k	2678
earthformer/scripts/cuboid_transformer/sevir/cfg_sevirlr.yaml	sha256=-KTmRqqG7kcZfqPKiyLm4ZrufaEwS1wPvR3PutixZss	2677
earthformer/scripts/cuboid_transformer/sevir/earthformer_sevir_v1.yaml	sha256=D8hsDxUzt_5qil5ZfzjHkz03ujQySchsUKSa4UU059k	2747
earthformer/scripts/cuboid_transformer/sevir/train_cuboid_sevir.py	sha256=fjRUbqEfmvmtNBpM_xxwn8YSpnZwsF1-KPbFhgMXI8k	33943
earthformer/scripts/datasets/nbody/README.md	sha256=5LVLOS0HkiX_6rlMpvI3OI_exFe6sYpocC-PkvDszAY	1021
earthformer/scripts/datasets/nbody/cfg.yaml	sha256=6PtEbjC36DaoijOGRIkPwdeNZlDCF3xvCUQoHRIYIN4	691
earthformer/scripts/datasets/nbody/download_nbody_paper.py	sha256=jciFWTQjHNY5q8LljtJSfqNs4VtoQZ-YA5yzLGGPS4g	866
earthformer/scripts/datasets/nbody/generate_nbody_dataset.py	sha256=r5azpVyOKcbUg78Ra9nOcjhKSW5m_dO4VQ9i07ad_04	3757
earthformer/scripts/datasets/sevir/download_sevir.py	sha256=_mKMo6YbT1b2H933SOph3e_5dO2s0XanVwi3QSx06jY	584
earthformer/utils/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/utils/apex_ddp.py	sha256=QwASzFgv5nhZdrU4MyroiFdVumz_8NWTlueRiRqtZlE	1430
earthformer/utils/checkpoint.py	sha256=lelDK5TYg4B4Te32N5c5pEeHOWif6bhsw3egcBO7DKU	5168
earthformer/utils/layout.py	sha256=rbkEqa2Mmp5FRSFyoLI1GjxRzPAPQpqTqaTcbbAZn9w	4134
earthformer/utils/optim.py	sha256=Kf9S6Xwwr88w-ZwwxbVd6MfhR1cYO47nffMKezCwv7c	4475
earthformer/utils/registry.py	sha256=IyBRTdRE8MvjOuIQTJEPhEQ7VLeseEe49OmEPWQxA80	5914
earthformer/utils/utils.py	sha256=DSG1TOEafyVaMiF3x-MzVbPGWShHjrrGu3OreGGGAoQ	10037
earthformer/visualization/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
earthformer/visualization/nbody.py	sha256=Sb2MxzYF1nVYIHQDafgGbbi9fdKhSr00KOumXnfJlmg	3118
earthformer/visualization/utils.py	sha256=FwZJAjlL3oYbPN-hs89gOV1d7Ejjpi5xMGQBpjkaUXU	342
earthformer/visualization/sevir/__init__.py	sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU	0
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earthformer-0.2.1.dist-info/LICENSE	sha256=CeipvOyAZxBGUsFoaFqwkx54aPnIKEtm9a5u2uXxEws	10142
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earthformer-0.2.1.dist-info/top_level.txt	sha256=sLTH63lSGL2duaK2HdZWTmib23qI9-HVLHMv8BvB3II	12
earthformer-0.2.1.dist-info/RECORD	—	—

top_level.txt

earthformer

dependency_links.txt