Wheelodex » Projects » detectors » detectors-0.1.11-py3-none-any.whl

detectors

View on PyPI — Reverse Dependencies (1)

0.1.11 detectors-0.1.11-py3-none-any.whl

Wheel Details

Project: detectors
Version: 0.1.11
Filename: detectors-0.1.11-py3-none-any.whl
Download: [link]
Size: 616793
MD5: d56957e348c867c73879f256e85240d0
SHA256: 705e80082d9197ec895019c7eececdc508ba857a1e468dde2e6f9fced149c8de
Uploaded: 2024-01-02 02:08:04 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: detectors
Version: 0.1.11
Summary: Detectors: a python package to benchmark generalized out-of-distribution detection methods.
Author: Eduardo Dadalto
Author-Email: edadaltocg[at]gmail.com
Home-Page: https://github.com/edadaltocg/detectors
License: APACHE 2.0
Keywords: vision deep learning pytorch OOD
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: OS Independent
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: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.8.0
Requires-Dist: Pillow
Requires-Dist: numpy
Requires-Dist: optuna
Requires-Dist: scikit-learn
Requires-Dist: scikit-image
Requires-Dist: timm (>=0.8.19.dev0)
Requires-Dist: torch (>=1.13.1)
Requires-Dist: torchvision
Requires-Dist: tqdm
Requires-Dist: scipy
Requires-Dist: accelerate
Requires-Dist: psutil
Requires-Dist: pandas
Requires-Dist: wilds
Requires-Dist: faiss-cpu
Requires-Dist: matplotlib
Requires-Dist: black; extra == "dev"
Requires-Dist: isort; extra == "dev"
Requires-Dist: flake8; extra == "dev"
Requires-Dist: pytest; extra == "dev"
Requires-Dist: pytest-cov; extra == "dev"
Requires-Dist: pytest-timeout; extra == "dev"
Requires-Dist: pytest-xdist; extra == "dev"
Requires-Dist: twine; extra == "dev"
Requires-Dist: sphinx; extra == "dev"
Requires-Dist: sphinx-rtd-theme; extra == "dev"
Requires-Dist: myst-parser; extra == "dev"
Requires-Dist: six; extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 7444 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.42.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
detectors/__init__.py sha256=HlDZrXEj7e3rX8DE2LTjytJzPKS89gbkw553ZV4npv4 627
detectors/config.py sha256=0lcehhfKO5_6WwgHH4ICZ805jWl-6DB2GJGkzBXpnz4 749
detectors/criterions.py sha256=Z0t9sWUHDejSTJbhN2SqQAeloHk6f22SGfhxiD9mpns 4349
detectors/ensemble.py sha256=xohax-m5VJtwu9ua6gnEo1_380v09VfwHk772uxGMYk 5351
detectors/eval.py sha256=VWBfIIR8nmfzQVLZ7DZzAQTlF3W0d1VwlDwRF04WGdU 8116
detectors/scod_eval.py sha256=izNHCbyJrse_Da2Lg4tk8BcHU8VB5GERE0ev2EnmOGk 5865
detectors/trainer.py sha256=H2zY4Hs7jBlWqcLBRWI6ANGsEvTKaXH5TnPDlcKeAn0 5934
detectors/utils.py sha256=PsW4Hei80OVBR-6ycNHBrhzw5JtCKiMWJvzFh8JGZIQ 2748
detectors/aggregations/__init__.py sha256=7eLYv_VqjTAE3X97rcWz8GN3vJRa7ketJCzNPZrs7SA 2699
detectors/aggregations/anomaly.py sha256=c2s0LNL3o30t2cGa-pIPF5g_KIsYZsu7CZ_tZdKbinw 1005
detectors/aggregations/basics.py sha256=qxEVgZVnOlzo6vy4p2K9RfP4VwdEMwPw442_8gg4MFM 1061
detectors/aggregations/cosine.py sha256=9uvviEu-hO2L0s5NrccBEgAtAgYNWg7AMNeCL1dd9Ug 447
detectors/aggregations/innerprod.py sha256=yjnXGd0cy2XHANnt72Opxf2XurxKvEcpAvr2vGYvlu8 2441
detectors/aggregations/mahalanobis.py sha256=XJIVx7lD1cRd5pkucxrlu_YZEy_r21M1XKLfsNPq6KY 959
detectors/aggregations/power.py sha256=H_qFxjZJEt6_81SAnG7LRuwyGwGryxq0IHAzDWFpyF8 510
detectors/aggregations/quantile.py sha256=_WE2-T7Bcxw4GOJ1k76OZgPwEfyzRVM8oaf4j5wLGpo 565
detectors/aggregations/supervised.py sha256=0vBsDfjujAipWfRfZK3js4BQblia2vyjRoGG1spIepo 2703
detectors/data/__init__.py sha256=t2smMYnLtgKxnsM1Q0dwDQ3uYcrF2gtCb7KzHu6rGdE 7715
detectors/data/cifar_wrapper.py sha256=-BqM6aGlJWQJVN5yNLl15LyoZCehuxDCJohgk60rs-8 4086
detectors/data/cifarc.py sha256=OkIwvdf5cgriBLYdZ8D-r75eN8TwTgIfCpWbtAe4Og4 3063
detectors/data/cifarlt.py sha256=_pxL0ckHZJm1tQSKMzZJPuUS4QaaHNxyJErzIRsmH4o 3910
detectors/data/constants.py sha256=XDbKx80j2mQ-XY7CLKE7apYfaTLa_cZdIajbgyxO40g 630
detectors/data/english_chars.py sha256=MAdKAKHFouXzVRznSWM-QM7ygOO4vbPagCJ5dNQ6ztM 2141
detectors/data/imagenet.py sha256=_Co0Nebp7NyTcQjPhwAKBQrNKxmf9fjIWx5izUMFvlo 33395
detectors/data/imagenetlt.py sha256=DsCiI9gbIFBi2DJMiKH43Qs_F_HDy8gXCVQZ_2eUTQ8 2343
detectors/data/isun.py sha256=UNEYI8aJz-nO7ESKvHvYPv6FtXroSjb6reOMkuysQYA 2341
detectors/data/lsun_r_c.py sha256=HW1T4De4X_hkvY5jHyYJzBRhOqiJt-5Syv-qzjvs81Y 3440
detectors/data/mnist_wrapped.py sha256=odpmAt51N9vi5jRzKgYgO0I2XwuU6nqhi6guj2Q2sZM 924
detectors/data/mnistc.py sha256=_5t8U1i-zHJd8nmedYrPUY2iHAemh4hbFjRusR1PcG4 4170
detectors/data/mos.py sha256=arySojCRMtmW79sLtNffh3SVUrbRHqeICCSrX4lmC9I 4137
detectors/data/ninco_ssb_clean.py sha256=AvlCV8TblQ7pe9g9fs-25usTuyiffxNpVwUL8vytVSk 3687
detectors/data/noise.py sha256=fF3Oso4paMW0kvVTNCE9zNFIcSvCvmPY4mjEQfedhZ4 5725
detectors/data/openimage_o.py sha256=3K2CfsjbQ_O5ASwoWWWd-vH5cK5gzly9v_e4_7aWKTw 2839
detectors/data/places365.py sha256=lNOw9tlC7wWwY7DG5sVeo-t5wStJZz34OB_FYnMv4do 1456
detectors/data/textures.py sha256=jEgNSQgEMOa0ZrrE7QwccRlUn77vGFciz9U8t2pMD-Q 2121
detectors/data/tiny_imagenet.py sha256=beyoJp5Y6Ihf5cG6x7r9uO4ZBC09BP0E71He8b0ZD6g 2900
detectors/data/tiny_imagenet_r_c.py sha256=vbFtmLR8NeD-mBYKIy11yXdHhWxCvGIGCxf2fw9esIQ 1782
detectors/data/utils.py sha256=oJKQV8tQwS3aSAMnn-AwzPHgEIJjy1CuK7LBsUrCXLs 1886
detectors/data/wilds_ds.py sha256=mOC4I-obCI6af19js50l5O-gKWQQTxPFPnZYFrEOkt0 2446
detectors/data/OpenImageO/openimage_o_urls.csv sha256=aqstS4PM708CZyukQZ9UhyCfyH4oszs1frS9BesphVE 1433667
detectors/methods/__init__.py sha256=MV4mgHfK38_LoJvxpy92XJkBV0f06RKtCvVzGszOFQ8 4895
detectors/methods/ae.py sha256=DkeLUlrb7rGx3nZ04aADU9HXXu5mZTf_DBwT0xhzIv4 7
detectors/methods/argmax.py sha256=0GZSpJ9ohdOCXKajDkYQqfMiDOKog4Vp8XEbQdCSg9k 388
detectors/methods/bats.py sha256=d5HwgPThR3prQV8XoQ5Q5_ctWLP6jMvpzfqrrN9_MgQ 784
detectors/methods/csi.py sha256=-jkDtfh1StsF9COLSxkh2V2ZfpV_oP529NRAa0q23VQ 1331
detectors/methods/dice.py sha256=9il8vzfDjYD6c-1OjEt2JWe_BDXOPFMpBOvYqbLaBEM 2605
detectors/methods/doctor.py sha256=JJMBYU8RdpwTt2CfWsK7SzJkTFWtb6PrSx14dw4mnr8 1182
detectors/methods/energy.py sha256=dyFXN00QiBkJ_uBHzLW64MGcvbQ08MfNiUPhtOpWn7M 1062
detectors/methods/entropy.py sha256=rKsTdLOB2V1OAj4hXOgVIy4iwIovBgEcNfiYWzNkp8Y 252
detectors/methods/gmm.py sha256=28UwmYX239DDYgWKKJ17EZwBCBR5mtToLLB7Jiwr4fo 2162
detectors/methods/gmm_torch.py sha256=BOqbSJWVM-OaDznCgrqeJL_r8eNbvUFZrGWdUbbqfYA 32374
detectors/methods/godin.py sha256=TmxWZymjWdE-tJRPjuqYUeJuu_m0wZra9tKCZgAUiKw 46
detectors/methods/gradnorm.py sha256=hFJmQs6p244n0f2rYY-avwYq23LovLKE1YkziZdqDHY 1722
detectors/methods/gram.py sha256=DkeLUlrb7rGx3nZ04aADU9HXXu5mZTf_DBwT0xhzIv4 7
detectors/methods/igeood_logits.py sha256=PLxurbViabLxyfxVid1fCTSf66e2B_WGKeho02HJHtM 3950
detectors/methods/kl_matching.py sha256=F1Id1fzZo8PIPCf5xpVJ1d6QcuNIZzPpUhgd1uF2dM8 2107
detectors/methods/knn_cosine.py sha256=2lEbFMOVBbNNHGy9je9Z6hhYq3NIsX7xxp2DhCjPwsI 1774
detectors/methods/knn_euclides.py sha256=r0WCKVFB4avGT_4XewnD9QgbCmMunwRhHiugrvBwbH0 3580
detectors/methods/knn_projection.py sha256=ftiEu-_2Hg6o-OIr641u65m5LRgKkB_AAli4MXTrWJc 1659
detectors/methods/l1norm.py sha256=DU3_ecvzRfrDfF6q0cdgOnFXuVgR7wlgOTAapuDrIpo 1670
detectors/methods/logit_norm.py sha256=avJGBlfEgYGH2E5RCrmzywrLWdKENGxp-s5koMSPKes 46
detectors/methods/mahalanobis.py sha256=iI7fDi0fqLjS1id3cCvQZTO64JJarVsez_O6u192RLs 6543
detectors/methods/max_logits.py sha256=4ORStTucowUoFM0cGWefKamrMvcdtyoN5ccoAjIS9OU 423
detectors/methods/maxcosine.py sha256=G5R8PEm6rIXBlxL6kxKYGKtKsxGVmsc3AIr8eGafB98 2300
detectors/methods/mcdropout.py sha256=Azjmqmb35ELaGo__pEgc0UKd5S0I3sAFZSnU-J8tYs8 1049
detectors/methods/msp.py sha256=4u3Txqtzd00A_OP4GCDv0QkXXvCRMuCHm-ES3xL7pdY 508
detectors/methods/naive.py sha256=PD41BcyvmhvTW3jRI8dt3qlQpuJdeDvTX3NWKqPtikI 387
detectors/methods/odin.py sha256=vkKJWWNN5UoJr0XbT8uM-plXF84phNyPL3Qx63aT9bY 1229
detectors/methods/oe.py sha256=DkeLUlrb7rGx3nZ04aADU9HXXu5mZTf_DBwT0xhzIv4 7
detectors/methods/openmax.py sha256=DkeLUlrb7rGx3nZ04aADU9HXXu5mZTf_DBwT0xhzIv4 7
detectors/methods/projection.py sha256=i4pViRgkr4xcu_rmxJHJoryrQb3JbViqw48yuSQG9fc 3848
detectors/methods/rankfeat.py sha256=Vtsb4rG01N-uLxhuTZdU67W-8uBME13tyEin6EmSQaE 1703
detectors/methods/react.py sha256=Agdu0jfNKEomCphVrSSHN05f0vJzL2_kK4DOhb6k1vc 4661
detectors/methods/react_projection.py sha256=idzwuFx66Njf9NfzYBN4xizP7daOfAYfKinU3huLSHg 2221
detectors/methods/relative_mahalanobis.py sha256=IxbkxHJTbg0_muyZzZmzXc60BXtS4OQ4c14JyeE8QJg 3345
detectors/methods/ssd.py sha256=cBfRbWeMLF-HuhUX3idX6zQA4Nsg1KbmfVbh6mNqQlg 3143
detectors/methods/templates.py sha256=wKe1SaQ4HtM2Shgdh2TBJ9QLaxWtPzvs3ioGBAuqhMI 13875
detectors/methods/utils.py sha256=5NcwQruZVfvaN8XvIDyxVG8BtuH4j4lPRZrgGkajTTs 4753
detectors/methods/vim.py sha256=ZhRSJPjiy8fFYVg3ujGhDgfjG3zOc6B9cbWjn6c0pUw 5573
detectors/models/__init__.py sha256=TjhAjKsdrgbYeNZbbIN7XO6FtLYWA57JDC1o3ZtqWQc 926
detectors/models/densenet.py sha256=ZZi66e_YeGLVBtQ_xj_O8ZH6AM7SUhYikdAswITf9DE 4423
detectors/models/dino.py sha256=tG37gdOAAKVG4gZ3dDBuLWpNhYFC7KTQmk3_4YaKIW4 16459
detectors/models/resnet.py sha256=F9_VP_XvQRCPLexGsvxQUYll4sg095xPHgu-AhXRSEY 8738
detectors/models/utils.py sha256=ghsV8-LpxKMvHK8KhqM5zuBSjDdcvg49XBfrGidk4Dg 1859
detectors/models/vgg.py sha256=FY65MiPmBvut-YXSjgkgjOBRgXmvBL7OPUO6_jEDYyw 2743
detectors/models/vit.py sha256=IDAlDiFOcCUR8K3-F8TEO6oLwrory55wbrXTeh9twNs 2475
detectors/pipelines/__init__.py sha256=Tqk711oy4TH1C8R7pNsVgBfx5yKkvVTiFN_THubqGt4 3158
detectors/pipelines/base.py sha256=t3JZxWiPuwPkGkgD_Ex5MK2idwlmCxUjnV1Un7WoJ_s 715
detectors/pipelines/covariate_drift.py sha256=0bLS8vH9X77VvbzNnujMlU9MIVudwZ7zRaRKcCE48Jo 15043
detectors/pipelines/drift.py sha256=cA3XBcIl-6SWQnZ7nX6Nvfd52ybx3CbDJ7aEh2rp9Jk 18876
detectors/pipelines/misclassif.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
detectors/pipelines/ood.py sha256=BpKSyT9uYxi4Xq0QYrjf-PVGuSRgiRrOoX_kiZhZfw8 28147
detectors/pipelines/osr.py sha256=GPTHRWTV4vmSrFR-HsXOLO8DiBLPEhUHKhE64bjIqAw 4774
detectors/pipelines/sc.py sha256=tsJhKeOOvD4zySH-1TmW7JKx9lij3ViFqBtxsDn3S2Q 9324
detectors/pipelines/scod.py sha256=KfQuq36x420EfV7YxRTjKD1U7ZV1WY9JuYHb_z-F-N4 11632
detectors/preprocessing/__init__.py sha256=54BEKPvQ2FAq9sjoVz5HqB6ZqZ51397tP0bBUQSW8sI 2159
detectors/preprocessing/basics.py sha256=JiCfhV9nFokFppGStzprwFxTL_WojVEUirhFwIpkJnw 105
detectors-0.1.11.dist-info/LICENSE sha256=xx0jnfkXJvxRnG63LTGOxlggYnIysveWIZ6H3PNdCrQ 11357
detectors-0.1.11.dist-info/METADATA sha256=MzAx7I8eFCWolCbJmF8_tRsFtFkqCH0GKUUpy7irN6g 9281
detectors-0.1.11.dist-info/WHEEL sha256=oiQVh_5PnQM0E3gPdiz09WCNmwiHDMaGer_elqB3coM 92
detectors-0.1.11.dist-info/top_level.txt sha256=jI0-2OEIRCYalN2QcCfF2FZ7q1nBdkzgSfWYBoocSbI 10
detectors-0.1.11.dist-info/RECORD — —

top_level.txt

detectors