cca-zoo

View on PyPIReverse Dependencies (0)

2.6.0 cca_zoo-2.6.0-py3-none-any.whl

Wheel Details

Project: cca-zoo
Version: 2.6.0
Filename: cca_zoo-2.6.0-py3-none-any.whl
Download: [link]
Size: 115195
MD5: 8d7bca9dea2316805dc5d63cf7e628ac
SHA256: 57cadae468826831494807fbcba8868d7bc3870eecedb758dd17cd35a4eff850
Uploaded: 2024-04-19 10:57:34 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: cca-zoo
Version: 2.6.0
Summary: Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework
Author: jameschapman
Author-Email: james.chapman.19[at]ucl.ac.uk
Home-Page: https://github.com/jameschapman19/cca_zoo
License: MIT
Keywords: cca
Classifier: License :: OSI Approved :: MIT License
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
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.8,<4.0.0
Requires-Dist: arviz; extra == "probabilistic"
Requires-Dist: funsor; extra == "probabilistic"
Requires-Dist: jax; extra == "probabilistic"
Requires-Dist: lightning; extra == "deep"
Requires-Dist: numpyro; extra == "probabilistic"
Requires-Dist: scikit-learn (<2.0.0,>=1.2.2)
Requires-Dist: tensorly
Requires-Dist: torch (<3.0.0,>=2.0.1); sys_platform == "darwin" and extra == "deep"
Requires-Dist: torch (<3.0.0,>=2.0.1); sys_platform == "linux" and extra == "deep"
Requires-Dist: torch (<3.0.0,>=2.0.1); sys_platform == "win32" and extra == "deep"
Requires-Dist: tqdm
Provides-Extra: deep
Provides-Extra: probabilistic
Provides-Extra: visualisation
Description-Content-Type: text/markdown
[Description omitted; length: 4724 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry-core 1.9.0
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
cca_zoo/__init__.py sha256=arTGLysXncLA4pBRgWPjt44yX8tDWXr_3sKJEPaWdOs 261
cca_zoo/_base.py sha256=MtmhgffWhXfbtHuGzDwRbx1lqioRbf0Vs6ORWuI5ByU 14105
cca_zoo/_utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cca_zoo/_utils/_checks.py sha256=llqd3f7XxVbS7_TxbyE0HUYKOcoJ7ahX2jFJCzchw0E 7543
cca_zoo/_utils/_cross_correlation.py sha256=MrpwjOGyfWcZoxBbX-UToIIT575ScocANYanRx-QdvE 1437
cca_zoo/_utils/_splitter.py sha256=DFRpfunsipwvaXMSRsvF5Ji5XVrDslgu8B1nWqF3BHk 4837
cca_zoo/datasets/__init__.py sha256=CQL_xxgYPX-HhQ4Tx9tgcGfPU9QXaOk9wiNH68i-hL0 419
cca_zoo/datasets/simulated.py sha256=e9E1qQnxm2IFYV3vcF4hJZaFjAmP5YSR1PPotUYxG4c 14735
cca_zoo/datasets/toy.py sha256=34Ms_P-1L2xQZSVSuaDqij7TlCzK6uVPCmZO4FxJBi8 9792
cca_zoo/deep/__init__.py sha256=1SAoDa2-99nagJI0_JmV4WMOWhqbhRR9jVoi_mZssdI 1188
cca_zoo/deep/_base.py sha256=1Lm17kjr7oM2hCBvF9rojE-By7gYfDLwd6X_Wj4u5GM 5905
cca_zoo/deep/_discriminative/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cca_zoo/deep/_discriminative/_barlow_twins.py sha256=IdJG3NXQm3K0_nQqPPfiGA4bjZlWt7TGhi4MqsOBAPY 2587
cca_zoo/deep/_discriminative/_dcca.py sha256=qDbYvKEGMXG8_AP8ULsx_JOhHcG3QT5rQfxUfbbEJj8 1435
cca_zoo/deep/_discriminative/_dcca_ey.py sha256=VOcW9fST2BSP69MibVSUxWXFclf6wzKEaMpHFwz0290 939
cca_zoo/deep/_discriminative/_dcca_gha.py sha256=uZzqcFS-XvPMYEJL5ET0r9wN2NHFYSsKd_1XDYwrB4s 1154
cca_zoo/deep/_discriminative/_dcca_noi.py sha256=Cv8YnpxkUig8e-vP_lQXdzuJyFLpxWbKCg1Sv99EPYU 5270
cca_zoo/deep/_discriminative/_dcca_sdl.py sha256=BJnXx62qNk3M0iCT1OuCmF4JrYCwhQhhz0i-75S0bSU 1649
cca_zoo/deep/_discriminative/_dcca_svd.py sha256=TKYr5Y4DbtVyVOjWQ4IPQYRe8Vv9I4uorbV-elet-H8 1182
cca_zoo/deep/_discriminative/_dgcca.py sha256=2AepYpXLozep0nlJbj125A26Hg3jgMhAY2rS6RoLjX4 1204
cca_zoo/deep/_discriminative/_dmcca.py sha256=0npE1z6-D6IAiD1gQrUMYwzFiXVS0HwCzVNA1tPw8kk 1843
cca_zoo/deep/_discriminative/_dtcca.py sha256=d1vjWWNYahK0h80u1vig2cWl5L_kiibODXKI49KY_ig 3872
cca_zoo/deep/_discriminative/_vicreg.py sha256=6tdJdwKC_h5tTJQzGOQfkzmXKJjfegWQxEvTeE2HiyM 4971
cca_zoo/deep/_generative/__init__.py sha256=gywBfoa_eFYuwBI_UuRIIFTsvcalEWpbOSS1gvJCmQ0 1449
cca_zoo/deep/_generative/_dccae.py sha256=ndP1EY_s1kgjhX_pa6zbYiO9XZwX7ob07_mkeHojlgE 2464
cca_zoo/deep/_generative/_dvcca.py sha256=A0_7r_AqqOW3yW4-XrkzNHehDKsD6gkJ00rGtpuoObo 5736
cca_zoo/deep/_utils.py sha256=5Pq2GcwPWZi-HDdLGlE71IQRM2hgvzNRJ89VC4K5MDg 1571
cca_zoo/deep/architectures.py sha256=mKWZ729kzT-HgZScCAh1jPvQyXpi3vJSxy6bvmqZbjY 7467
cca_zoo/deep/data.py sha256=Y-iUrCS3FdZRUPbr64AmUZ1qPChjBJkyiE3WBGKUWfw 3321
cca_zoo/linear/__init__.py sha256=pRpfBe1kB0MTG6OJOto8hMFgmKRW-k7oTxYaZzYveto 1062
cca_zoo/linear/_dummy.py sha256=TR6aHteF8SayMhDC_ArTbYZXFhKwbBAnF6k075ZqTfA 1645
cca_zoo/linear/_gcca.py sha256=6JHznv1k5v5ZI660DAfruuo-Egb6sfItwPc7QuD5-gU 3085
cca_zoo/linear/_gradient/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cca_zoo/linear/_gradient/_base.py sha256=wY59dG4v8d9UElv8QkTUuQM4Z2_LC7vNN_cem3hlji4 7721
cca_zoo/linear/_gradient/_ey.py sha256=5DGfDzaliFbHpc5WZ_HKXc7oX6cxJPXxgVnX2X-z_bM 3556
cca_zoo/linear/_gradient/_gha.py sha256=XEtZa2f9Gb1bKWDtZ3oF4A6mZ0EGI91kD02bHkN8tro 2015
cca_zoo/linear/_gradient/_objectives.py sha256=eQx90pQLvcIxFJFw06JPXMrUeszodczsqIZZCDVU-8w 1481
cca_zoo/linear/_gradient/_stochasticpls.py sha256=_cYfXLGIGGP6JfmOCAd_a3086WFDj33idl20WjEToLQ 1170
cca_zoo/linear/_gradient/_svd.py sha256=UsXCjXZhI50qA4e5r1TFIBUUMXOvMhwD34KHCt952KA 2021
cca_zoo/linear/_gradient/_tracenorm.py sha256=GeKoVRr1Cma4z55vKTNLu2x0W62EeHbgS2139vcvpM0 154
cca_zoo/linear/_grcca.py sha256=YyqCkhoXuEa3Wt7VKyMK_T4yxZ8Iv18t67kcXyOHLrw 6686
cca_zoo/linear/_iterative/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cca_zoo/linear/_iterative/_altmaxvar.py sha256=l8e7ZPoT-TSOsFXmN1Xxgcbv9f38AQALxvDYPa1h014 8226
cca_zoo/linear/_iterative/_base.py sha256=fxkcbNp4eqJV9CWclsjulEU-2VbrobRQgyT8zg5eieA 5659
cca_zoo/linear/_iterative/_deflation.py sha256=YQo5SzfxGT-h9wPyEdU-jDroHFAyhAmEFLxbpnV6Lrw 2135
cca_zoo/linear/_iterative/_elastic.py sha256=T00uVP0PMtQSUaUSDxZ4h_feVhsZaO5_a-hUDyQCWRY 8821
cca_zoo/linear/_iterative/_incrementalpls.py sha256=ZxSBZAwNP_lO0Ij29KuzeJJd0vYF8w5cNt0KjdO8YMc 4130
cca_zoo/linear/_iterative/_pls_als.py sha256=nSwr3IT-13lNtvJvnpvwz1qZew0yrJfvvYVLVFcPoTY 1655
cca_zoo/linear/_iterative/_scca_admm.py sha256=BwHQ5RPI_J9f70WLBvyA1h0gbRyfi5CE2oJZxmBPADs 7276
cca_zoo/linear/_iterative/_scca_parkhomenko.py sha256=OXWLjx5CCSgrlXHd8IYSoPS6nFuUBc7ZrfyH-O94DZg 2250
cca_zoo/linear/_iterative/_scca_span.py sha256=diqVPrVSj1wZwhrZwpuZo1gausQJCRVqfuMCLcujVKg 3765
cca_zoo/linear/_iterative/_spls.py sha256=InHfMG0R59qHpb-60Bqus_sQfYhP-M6NhS7MtW9juj4 3798
cca_zoo/linear/_iterative/_swcca.py sha256=En9NbhjTofYzrywkTvywQUBuFLS5IbhG-Lp621flc3w 3983
cca_zoo/linear/_mcca.py sha256=vXV_OaUfIK_M86hLC1UYdjfDRnDFgpgXEDAtvkYZlCo 14097
cca_zoo/linear/_partialcca.py sha256=88ouuxO7hClGN2BF9fYV84PpZFB1C7P-U3efysx_Et8 2959
cca_zoo/linear/_pcacca.py sha256=uJb1FYKY9jKhOyQqZ3fLYoqMtgIdqIUCYa1eUvzCBzg 2303
cca_zoo/linear/_pls.py sha256=A4Af05yvAjyNUR_y_shfA1o6Vyk8kywgWDkh5eamxUo 2507
cca_zoo/linear/_plsregression.py sha256=OQ6sd27jLjum7jHlQk0zg_ExjP9oCdN1Ywjc-_ciB1w 491
cca_zoo/linear/_prcca.py sha256=xRPgBrx5LFu1wvIJAGeB-vXSrZMmk8vUTtBEyYroItY 4358
cca_zoo/linear/_search.py sha256=C3_evmUacc3owS4XpdX_2aiq9k6oTYbPNxpQ1dVqxV4 2681
cca_zoo/linear/_tcca.py sha256=O0xleljYYl9ANKveGGkJfDbMwZMS6b6dKaEOD-nVSa4 5213
cca_zoo/model_selection/__init__.py sha256=IQ7CrWuBJSNNxnBBMgkMnyUA1BTOjNO4YorZUNAJMvY 328
cca_zoo/model_selection/_search.py sha256=O7po261psOGWl-SGor6-p7F8ckZGMkT1HNW4V9MPA0k 3930
cca_zoo/model_selection/_validation.py sha256=LoRPWOmG37Qf2KReUfYsBbBzBSuSain3Bzj-S81OT7o 15820
cca_zoo/nonparametric/__init__.py sha256=kq4Mnb_Ugh-vOpdJKiqYVoXdTbm0H_nqgNiiRYog0jI 159
cca_zoo/nonparametric/_kcca.py sha256=EIzE1GVVpQquKwImmT3Cl47FHAVUEYk4kgEyHwfJfv8 12996
cca_zoo/nonparametric/_ncca.py sha256=YX2lysVfZyQV7rAkUKvcEgHJoHptRB8j_yBEDPr2d8o 6418
cca_zoo/nonparametric/_scca_hsic.py sha256=ZRT_heDtWX5DbKmG6IPs96TjsQDzOnMGY8xHTC-6J48 5775
cca_zoo/preprocessing/__init__.py sha256=GExRMF3bLpaD3trC19ZtL-kh2LUvTCpVqleESVG04wY 1892
cca_zoo/probabilistic/__init__.py sha256=JymhcGp29C81OJUvbdQiGngM1oz1azYtFwIy4YPnxug 512
cca_zoo/probabilistic/_cca.py sha256=k710N-7KpeHmf42xr47r-2E7lJKu-ZGI360H2oXLjz0 7783
cca_zoo/probabilistic/_pls.py sha256=9EM0fHupF8qHn8JyLy8NteJ6-pcN3yhQEkiJTzAkbcw 3534
cca_zoo/probabilistic/_plsregression.py sha256=cESUxa2ZPnyZMN1rp0QY4kWfv4PPa8tHv5l-NO95lTU 7898
cca_zoo/probabilistic/_rcca.py sha256=osmOL-c7Mi-lxDhrQ844jl1ZeY_AAxVUjFP8dhB9pHg 4888
cca_zoo/sequential.py sha256=ytyfbDqBxfG_VtUBRahmfgfnUH5SgXKg0E3jfnAqIHM 5050
cca_zoo/visualisation/__init__.py sha256=7T7noENNqB2aX7AESeEaZ0gtuFvN-2lox2JNUsCTtFY 1312
cca_zoo/visualisation/correlation.py sha256=ESyJA-leNG9yqn3yw88bLkVfeY-IMl0yRruuwwkU6HY 3304
cca_zoo/visualisation/covariance.py sha256=F-UVttcRY7_7rUEa2UDclSFInFbTNEcaf-c3laR6Qss 3111
cca_zoo/visualisation/explained_covariance.py sha256=mxOPzYQ1GexNlrk_9WzozENDOI9y-l1KtI1aLgjeZJo 5206
cca_zoo/visualisation/explained_variance.py sha256=8rASdHmmqusxxWsDs45TbrgpiUmpoSHLh0pBpz1d2WA 7085
cca_zoo/visualisation/inference.py sha256=S83YjCcrs2L_GmdtYttaIGvUG7lWig574pxKqgtO0mY 3627
cca_zoo/visualisation/representations.py sha256=t7isEsBAIvxXXs__J2JtSye8tcqE5qc2vK0-IN3dnDI 13462
cca_zoo/visualisation/weights.py sha256=yukaWMWHHWpFt6MNxUYheA2rxq43KXovDpV65FJvLCE 1680
cca_zoo-2.6.0.dist-info/LICENSE sha256=66JDau7z77HXWuBLGNk3bOlL8vKjaFW36dL7wgI3JNo 1069
cca_zoo-2.6.0.dist-info/METADATA sha256=wytnZvAKwRYBWo8Ut_oye2Z3tZ8Eq_Fqk7tUNzXW71o 6205
cca_zoo-2.6.0.dist-info/WHEEL sha256=sP946D7jFCHeNz5Iq4fL4Lu-PrWrFsgfLXbbkciIZwg 88
cca_zoo-2.6.0.dist-info/RECORD