Wheelodex » Projects » pytorch-frame

pytorch-frame

View on PyPI — Reverse Dependencies (3)

0.2.5 pytorch_frame-0.2.5-py3-none-any.whl

Wheel Details

Project: pytorch-frame
Version: 0.2.5
Filename: pytorch_frame-0.2.5-py3-none-any.whl
Download: [link]
Size: 144677
MD5: fcf27051543de46eccceee9d6d48654f
SHA256: 40f51ca8ad7205860ed584820bc3d63ac4ffda9c743ba4a0b2f5351f7d22c949
Uploaded: 2025-02-12 12:56:04 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version: 2.3
Name: pytorch-frame
Version: 0.2.5
Summary: Tabular Deep Learning Library for PyTorch
Author-Email: PyG Team <team[at]pyg.org>
Project-Url: changelog, https://github.com/pyg-team/pytorch-frame/blob/master/CHANGELOG.md
Project-Url: documentation, https://pytorch-frame.readthedocs.io
Project-Url: homepage, https://pyg.org
Project-Url: repository, https://github.com/pyg-team/pytorch-frame.git
Keywords: deep-learning,pytorch,tabular-learning,data-frame
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3 :: Only
Requires-Python: >=3.9
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: torch
Requires-Dist: tqdm
Requires-Dist: pyarrow
Requires-Dist: Pillow
Requires-Dist: pytorch-frame[test]; extra == "dev"
Requires-Dist: pre-commit; extra == "dev"
Requires-Dist: scikit-learn; extra == "full"
Requires-Dist: xgboost (<2.0.0,>=1.7.0); extra == "full"
Requires-Dist: optuna (>=3.0.0); extra == "full"
Requires-Dist: optuna-integration; extra == "full"
Requires-Dist: mpmath (==1.3.0); extra == "full"
Requires-Dist: catboost; extra == "full"
Requires-Dist: lightgbm; extra == "full"
Requires-Dist: datasets; extra == "full"
Requires-Dist: torchmetrics; extra == "full"
Requires-Dist: pytest; extra == "test"
Requires-Dist: pytest-cov; extra == "test"
Requires-Dist: mypy; extra == "test"
Provides-Extra: dev
Provides-Extra: full
Provides-Extra: test
Description-Content-Type: text/markdown
[Description omitted; length: 18745 characters]

WHEEL

Wheel-Version: 1.0
Generator: flit 3.10.1
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
torch_frame/__init__.py sha256=SWnT9lOEPEgX8_olIqoqE5VtFjTxqg3C--DYoOyh5Y8 1068
torch_frame/_stype.py sha256=BvCEuWPpT4JRFV3bbGRAqIKY4vMwic-LZLvXCEjkZsA 3665
torch_frame/typing.py sha256=3a_fxjq5mozaypsbuVPY_YnvCOG5HbxNInpC-eqEq4U 3542
torch_frame/config/__init__.py sha256=H3K7s_7VGyb-OXGcsvmLr_-XV_g0k9jH1sMnBfUg6G0 356
torch_frame/config/image_embedder.py sha256=R4kitJTRmx0ow4emqrGoouhuB0SL4vE0vTwp7JOWy3I 2675
torch_frame/config/model.py sha256=zFec_u9vv6SBKzpo7JXNL0nCXIxn1nrv0NO6j_nb-t0 619
torch_frame/config/text_embedder.py sha256=IwUka9oJeHVTZveydn9aN9ZvWZkb8ELEfDnJAiIqv4Q 1047
torch_frame/config/text_tokenizer.py sha256=krxZ6BELHKX8fOtBVXsxnphik6zfahl2nIzM7UNqCvA 976
torch_frame/data/__init__.py sha256=AAFBa0S2Mkaf9_ETsRd2Vkrr8cXPOANCatt-IB_NWTY 718
torch_frame/data/dataset.py sha256=D3ObBQGdlP-hDcLRCTJ6vr6rBK9gl9-K2N1KbSbw_xA 32821
torch_frame/data/download.py sha256=dLACWkAwcr9zSY3wpnvW3w6dTTXrmknfPzQlOaU3dFQ 1294
torch_frame/data/loader.py sha256=7jgGgS_ivse3JJ3VRrQVVVSSavC5z1nFibahDQeKWOs 1478
torch_frame/data/mapper.py sha256=ChR3ozLnRSLi56jHdzNUXXpmZoehEdA98YrzAKAyhHM 15770
torch_frame/data/multi_embedding_tensor.py sha256=QcFaZhwDjF1y_86GZEa8E9801qr_cSz6O7Nxc71NZvc 11334
torch_frame/data/multi_nested_tensor.py sha256=ICvf0Zz3rsGluCljkLuDRYfSrlFYSfqsQp5LGzDlovk 16634
torch_frame/data/multi_tensor.py sha256=Rec3syJArN4jy3L1QpjK4ybyoYLwM7EfxYC84wvmNTY 13439
torch_frame/data/stats.py sha256=sgQCtEUFNmsgRxI8fKcLaivWR6NRDPGU5c7iG4cX1Gs 6025
torch_frame/data/tensor_frame.py sha256=UPrd0L8LSh45L80pSrU7qpT19fznPTvQWcWTHL3qZzs 13749
torch_frame/datasets/__init__.py sha256=18FC4w8AiCSh3C_lmpZu2xQd-suq-5uYjFIUnl6Axfc 1385
torch_frame/datasets/adult_census_income.py sha256=XSsnCtn-BHxdcHB5hi5EXGq3Si99ZTFKgJfbPWLCW1c 2085
torch_frame/datasets/amazon_fine_food_reviews.py sha256=SlApIXITyu9NTelraeWinwzQEerFnI2AFGPbzyilstM 2255
torch_frame/datasets/amphibians.py sha256=hqLgu3yxb8wfx1jnMBmJ8Wvnmycd5kRgXMZggeRbSzw 2706
torch_frame/datasets/bank_marketing.py sha256=rz1z017P-2p9IvWLfNucvCzibzRhFe6oSq-xYxlkv_0 2490
torch_frame/datasets/data_frame_benchmark.py sha256=LT5XRCxJ3FrnFIKs5U_1Dkpp_mjyjxR4wH4cEJhsHh4 20360
torch_frame/datasets/data_frame_text_benchmark.py sha256=t1yriEvMnXc2dAyobo1RonqoheQ_l_DwrknIecejnVk 15391
torch_frame/datasets/diamond_images.py sha256=JnpblCZ1_5nPsp5fZfNNmJ0woO-NMIVxNh1wBhH7AgQ 2596
torch_frame/datasets/dota2.py sha256=YJ9-7P7100l_LA3umxfeJfGqIxkox13MVHB5_dfwk1A 2029
torch_frame/datasets/fake.py sha256=nq_hmhFESJ2ez35cAxBUwM6ce83Uo9kO9CbCU4ZThLk 10270
torch_frame/datasets/forest_cover_type.py sha256=wLi7e5kJDqArG8zhBNIfp0Y3q7MiIb_qSD8XHcK8_Fw 5783
torch_frame/datasets/huggingface_dataset.py sha256=knd-Qqf7mlfO-VInRqMFKLxRaWSmU0e0YUWr1-xqn6g 5197
torch_frame/datasets/kdd_census_income.py sha256=0TRtA_IwbQE8O9R0YhjLeqXQMTCkpGoutZu-V1AVMHw 3660
torch_frame/datasets/mercari.py sha256=xfTyUJsFz_xAvTm-iYpFsJZ1mjCGb5ytFtjr48QwJ0I 2416
torch_frame/datasets/movielens_1m.py sha256=XABJUT7fOB5JN3bWl10fDYrKmU6rabolzgNqrMkGde4 2746
torch_frame/datasets/multimodal_text_benchmark.py sha256=MeYJxnMLHmvBvhfVzOnCK2PjbGwkOoYNjZEYDtJNgwQ 21600
torch_frame/datasets/mushroom.py sha256=xrRiVBuwFC5KtJQOtAUVkvXp6aEyt5hphQSdwn9F0Z0 3101
torch_frame/datasets/poker_hand.py sha256=rExzomULEJh0GBzVuCTJ3RcJNBRp7Nv5ju6cF_eksyo 2322
torch_frame/datasets/tabular_benchmark.py sha256=hzuBh8HdFq8A5q4xuhuTrqAMh4xPDASYu6rzUl-Nwcs 10264
torch_frame/datasets/titanic.py sha256=pMjkPHB3HPm1tZFGwoKBK-yX_zQTMRQZ2hLfLzn8v8w 1486
torch_frame/datasets/yandex.py sha256=DzJNt0EMEGQYlUwvi-54dyKwGnM8WD6pBvpYb5LK1Vw 7049
torch_frame/gbdt/__init__.py sha256=1vzN9DCSh_1cpjNRSPlzSSRfZHSCrnxcxVzzTgraBJw 265
torch_frame/gbdt/gbdt.py sha256=1crOKWNwfDdtBtk25malqU4KuuexOKdRK1G5ZN-xnyM 6060
torch_frame/gbdt/tuned_catboost.py sha256=xlS9SDxQIjk3a5suJTX4Liy1W1602si6C3FNX6CzMKM 8348
torch_frame/gbdt/tuned_lightgbm.py sha256=sIYo95r12P-L6zpZa4GRL5gT_7lEowGyCmkY0LQrilg 8054
torch_frame/gbdt/tuned_xgboost.py sha256=EvIFJxs63dOGXp1PIFfanktP4CH3xRiRaGx49Wr6KDk 10855
torch_frame/nn/__init__.py sha256=MVCjNanpvTe-MZLL45ntWhbuifqVs8RW51lOxAmKaIE 244
torch_frame/nn/base.py sha256=ASaa40u1B5CyWtxcu1JBkyisxNFb9d7gtCT5eor3pSk 2642
torch_frame/nn/conv/__init__.py sha256=5FokmmaLxZ1vAB2XoFEF5ITFStKSayFC6VPDWoNpim8 393
torch_frame/nn/conv/excelformer_conv.py sha256=1bO9ubtLu0dTyyC7n8qiaOW1zU7_rveGTeW4-ytpT7g 5972
torch_frame/nn/conv/ft_transformer_convs.py sha256=CpT828EnBVAMM8deYJFwAamFX9eQ1Sh4adkYVPJ7G_w 3483
torch_frame/nn/conv/tab_transformer_conv.py sha256=BrW7ZwFGb36awKSd3WYWs2UT2gZAGIKIvWkRx9QHDXw 4635
torch_frame/nn/conv/table_conv.py sha256=iJqHDKpnBj_9bV4IPtis_QIftz3Voqcz1KEmyOGqewM 832
torch_frame/nn/conv/trompt_conv.py sha256=48Ja_18LQTBd3VCVzqgWbEs9p6OGcHLLthzfHfDk1oQ 4749
torch_frame/nn/decoder/__init__.py sha256=6sUHADVOwqFUpIvOiMUM0id4755aABV348rP2kHF-Z8 234
torch_frame/nn/decoder/decoder.py sha256=PiUyMxbWl9NsIlmm5pKKB6e3FaIoEu_OQMOCsQkx7JQ 918
torch_frame/nn/decoder/excelformer_decoder.py sha256=799iRRAnSA5fsJp8w_ToKkSM4Ac-dlI3ilV_IEuORqQ 1558
torch_frame/nn/decoder/trompt_decoder.py sha256=D_q_ZYNE2781j9MwamqEcub-qHlyZI25rGUSYH2BaGs 1616
torch_frame/nn/encoder/__init__.py sha256=befe27Vk_UbzLiQxi-kBYIfmaJxhqtsZ5CIk6dNAbP4 776
torch_frame/nn/encoder/encoder.py sha256=Rl81UX9uhRg6NVValO4G9zSpHtewd-WZNCJ4iLyFeeM 1288
torch_frame/nn/encoder/stype_encoder.py sha256=BG4giu0B3uCFMpQaPxDfoH9pn-l1tdMPhxMN8PYK2_4 36189
torch_frame/nn/encoder/stypewise_encoder.py sha256=60Dq-wAXDMS5jZ4JVdXWwTjHcErAK9_UJWRg-PgOHxY 3587
torch_frame/nn/encoding/__init__.py sha256=WCbUH1pw-L8b4yBUQ-H8VD4aWzoC8Tg1SSWOm_I9qpM 194
torch_frame/nn/encoding/cyclic_encoding.py sha256=vXEReTih0om9FkNFxlczzGym6DMAas9BM2_E56LXgw8 1414
torch_frame/nn/encoding/positional_encoding.py sha256=TBtYXeYpHXXz_mM-xaaDB10NcmLdoz3XJBpwQ2483VE 1359
torch_frame/nn/models/__init__.py sha256=Mh7fF7zrV8BR3saxBsZIXIu3rR_uYzMYtmecbm5weio 387
torch_frame/nn/models/excelformer.py sha256=BvYWqz1lqRhdhOxhCXzr6PJ6e30yaxuSovPFhhaqgBc 10222
torch_frame/nn/models/ft_transformer.py sha256=v3XVe_I2YckSxsg8jT3EFb40awAu89_Sg4Q3s3Ketvw 3897
torch_frame/nn/models/mlp.py sha256=scxy-GCXaXSkqa9wJsmxlfbnXR8M0HdJu312gZ11M9A 3987
torch_frame/nn/models/resnet.py sha256=vnBKzbuyc7wXQZRIU3xryKW8ypFwHFR5BKPvs6WhiNo 6755
torch_frame/nn/models/tab_transformer.py sha256=C4awq4LdLicQhXeIiTB8TxNgAbikC1lD6n_IEij9_z0 7244
torch_frame/nn/models/tabnet.py sha256=_sSLaZDhaS08y58O2Hp0aqcGjUkE7qdQ64N4s2pleqg 13000
torch_frame/nn/models/trompt.py sha256=QAcfPSg7zNBKQ-ZHU8oFphdTDK96uBJmFVUi_AArJPg 6012
torch_frame/nn/utils/init.py sha256=m-ABxKnfiwdYRQIou2B_Yr1FQ4dz_FI80AgZ91kixp8 1271
torch_frame/testing/__init__.py sha256=gU85ypq6X1bzbOo34yl0cFR671dKy5qWdoKZPNo_PPU 211
torch_frame/testing/decorators.py sha256=6e-4vm0baZSdAB8VMZKvBk0fR4-LQV2KtL2Y2oWmzWE 1743
torch_frame/testing/image_embedder.py sha256=8n8rmoToEabNlnWjve2x4-hV5S81PN2U4xDkQmGZeAo 716
torch_frame/testing/text_embedder.py sha256=Y52hKCMHpqY-tKY_mWr27ebaY-g8166Fqjj4rR9hvSw 1220
torch_frame/testing/text_tokenizer.py sha256=DMKDB1n1MvTXjUHjGcOP-UQVY5R8wfmEWypecH_f3KY 2817
torch_frame/transforms/__init__.py sha256=C6cQQc7kFgvRExtPnBW-HYarU0_yeWRNQppzrYSX0VE 370
torch_frame/transforms/base_transform.py sha256=FQmCcR3K_o_OJz2eDTOEoiWPHRG4VQfIpgfhXAszqfw 1833
torch_frame/transforms/cat_to_num_transform.py sha256=QqYCk9wlHgIPDKCKV0yG5iR3I-MtEPxfHt1R2PRKqfE 7298
torch_frame/transforms/fittable_base_transform.py sha256=i5_yMvbDZqZ7r8KNf-Va6iGwz8TvXeqab4v7JFhmcV0 3562
torch_frame/transforms/mutual_information_sort.py sha256=sI8wZFRAFsn-y49YmH0ADQ5rAWSxV028fb3NLPyswM4 3981
torch_frame/utils/__init__.py sha256=OLCc_-0QwfmtQo2KwYmI_BQjs-9zABiw4n2pNerShgQ 315
torch_frame/utils/concat.py sha256=CxCbFqGzMIhisuPH9uuNthAJDQGEvJeTH2fBNj8mqvw 7101
torch_frame/utils/infer_stype.py sha256=7NprLJZSTsLJCNtAOSLxBPKjIa1r0xLoyya9wC9nTCk 6236
torch_frame/utils/io.py sha256=hZibB-Ez5mp-1TmU767OtLvkh7vE2LjY0Lz2Djc94QM 4493
torch_frame/utils/split.py sha256=JRbNoEYBmvzfiYz-ADewzYN3fgGRJrhKG8fQMsCNLmg 1440
pytorch_frame-0.2.5.dist-info/WHEEL sha256=CpUCUxeHQbRN5UGRQHYRJorO5Af-Qy_fHMctcQ8DSGI 82
pytorch_frame-0.2.5.dist-info/METADATA sha256=MFv1ek5-0WsXXuWsXKckXMFL0ox-6j2vlZ-9TtxRZBE 20683
pytorch_frame-0.2.5.dist-info/RECORD — —