Wheelodex » Projects » neural-tangents

neural-tangents

View on PyPI — Reverse Dependencies (1)

0.6.5 neural_tangents-0.6.5-py2.py3-none-any.whl

Wheel Details

Project: neural-tangents
Version: 0.6.5
Filename: neural_tangents-0.6.5-py2.py3-none-any.whl
Download: [link]
Size: 248718
MD5: d29e557dbcfd618d6892b3dc550e68cb
SHA256: 9caee1f50bfc1af4b827061c5929513fb82b99dc3ad749d9f57d1424d6d032c5
Uploaded: 2023-12-11 14:00:20 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: neural-tangents
Version: 0.6.5
Summary: Fast and Easy Infinite Neural Networks in Python
Author: Neural Tangents
Author-Email: neural-tangents-dev[at]google.com
Home-Page: https://github.com/google/neural-tangents
Download-Url: https://pypi.org/project/neural-tangents/
Project-Url: Source Code, https://github.com/google/neural-tangents
Project-Url: Paper, https://arxiv.org/abs/1912.02803
Project-Url: Finite Width NTK paper, https://arxiv.org/abs/2206.08720
Project-Url: Video, https://iclr.cc/virtual_2020/poster_SklD9yrFPS.html
Project-Url: Finite Width NTK video, https://youtu.be/8MWOhYg89fY?t=10984
Project-Url: Documentation, https://neural-tangents.readthedocs.io/en/latest/?badge=latest
Project-Url: Bug Tracker, https://github.com/google/neural-tangents/issues
Project-Url: Release Notes, https://github.com/google/neural-tangents/releases
Project-Url: PyPi, https://pypi.org/project/neural-tangents/
Project-Url: Linux Tests, https://github.com/google/neural-tangents/actions/workflows/linux.yml
Project-Url: macOS Tests, https://github.com/google/neural-tangents/actions/workflows/macos.yml
Project-Url: Pytype, https://github.com/google/neural-tangents/actions/workflows/pytype.yml
Project-Url: Coverage, https://app.codecov.io/gh/google/neural-tangents
License: Apache 2.0
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: MacOS
Classifier: Operating System :: POSIX :: Linux
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Development Status :: 4 - Beta
Requires-Python: >=3.9
Requires-Dist: jax (>=0.4.16)
Requires-Dist: frozendict (>=2.3.8)
Requires-Dist: tensorflow (>=2.15.0)
Requires-Dist: tf2jax (>=0.3.5)
Requires-Dist: more-itertools; extra == "testing"
Requires-Dist: tensorflow-datasets; extra == "testing"
Requires-Dist: flax (>=0.7.2); extra == "testing"
Provides-Extra: testing
Description-Content-Type: text/markdown
License-File: LICENSE
License-File: LICENSE_SHORT
[Description omitted; length: 24376 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.42.0)
Root-Is-Purelib: true
Tag: py2-none-any
Tag: py3-none-any

RECORD

Path Digest Size
examples/__init__.py sha256=Sw7JfIR3fwAlpiPPpaBFOuYBLIiSWQKLbHi_QX42ln8 575
examples/datasets.py sha256=lROlx_RVZFK7IIrEfAotpweEI9bd1ikuS22qlbKIC7M 6972
examples/elementwise.py sha256=P87lw4nyD1ovuUO_oi84XKUNWiVRmaF1m8-Pnmd2fBI 2100
examples/elementwise_numerical.py sha256=OQAQZvlOnT-EQlJbFO2sh3tvOTioot5EbQmpJpjHJKA 2046
examples/empirical_ntk.py sha256=9cZ6SQSQkKXH5SzBdbmDJk35pPjZgU4B9fzqfjibetg 2896
examples/function_space.py sha256=LuDIRI8m1Qhkd4P7jnXNR6exPhrbyoOBme6VKEkTX3U 3401
examples/imdb.py sha256=r9vEAKo-aZvqYXBtCOzIjsWhsLyaE7UDQ-KnHyN6zcE 4604
examples/infinite_fcn.py sha256=FDCvIT33OLWHUx2P4d14UTsOU4WdiAij7F5H3NbY2ng 2507
examples/util.py sha256=V3Q-hiCIsZ5wlHzFXw6oi32Qb4sSLvUzDJdRJTk_BH0 1509
examples/weight_space.py sha256=Vpe9vBJzDlTiglMi0jgPILCX3e_AGgUtNwseNAOHQ0w 3535
examples/experimental/__init__.py sha256=Sw7JfIR3fwAlpiPPpaBFOuYBLIiSWQKLbHi_QX42ln8 575
examples/experimental/empirical_ntk_tf.py sha256=tPv5wZPNi3RYqVyqFm3sBMiqtToIFdVXeFBb2C6HHhw 3839
neural_tangents/__init__.py sha256=nJpljmZ2Ex1P84wtVB-_vWDuBvCFJuYZd7K5MTbZuX8 1238
neural_tangents/predict.py sha256=nRAKyv_4ILbqXgmXYl6kc6FjjN4Ep-5ZJSdxDFn8AtA 839
neural_tangents/stax.py sha256=Dyq1pUqmZ2qe_pNF0FU4D1sGXPR-8Q_mA-n2Yb2IblM 4460
neural_tangents/_src/__init__.py sha256=NbidvLhfhXvi01SwhlAmXqi1QTmpEjZdnqikINWgV9U 575
neural_tangents/_src/batching.py sha256=kYFR2t3lTXoWU98q-BTjeGshFxHRmVliMDEip_cjFCw 27260
neural_tangents/_src/empirical.py sha256=vzEIBruqO_PEpW2gJZGXQZPh9Wgct3FQ31PGXCmmgfo 86277
neural_tangents/_src/monte_carlo.py sha256=p_TaXiHJEtqb56T8Y8ukMbRLVB8oauG99Ke1sEIK8t4 14846
neural_tangents/_src/predict.py sha256=RFCvTE3OKTOMQpOKfCl3q4uzBwDZQTUeV5L6308NYJg 49796
neural_tangents/_src/stax/__init__.py sha256=NbidvLhfhXvi01SwhlAmXqi1QTmpEjZdnqikINWgV9U 575
neural_tangents/_src/stax/branching.py sha256=uZtN09ShW_q0ENhBYnAxjz4Zr9vStn3TKWBCNf4bQDQ 16307
neural_tangents/_src/stax/combinators.py sha256=N2esiSjQ5SaFOY-ZhlzPffZLOhsMn0quE2_Sw7rHNgc 9175
neural_tangents/_src/stax/elementwise.py sha256=-Q3zFZWsSysd4ZlXMjgtPTwyEgfM37Q56gJtwc1xKfY 42884
neural_tangents/_src/stax/linear.py sha256=gJ5wFOXHZFM5B-NIzKDvuZVVAV6JnujS7SEitR16bpw 134392
neural_tangents/_src/stax/requirements.py sha256=EHoYmgiGOg0vpN46RC4Ma78-xLhZG8dv6-NbObq75I4 39055
neural_tangents/_src/utils/__init__.py sha256=NbidvLhfhXvi01SwhlAmXqi1QTmpEjZdnqikINWgV9U 575
neural_tangents/_src/utils/dataclasses.py sha256=43QLAA4yEQipoxB9OF6MIxsJsaLTlNG_meEmYLiJiGc 4098
neural_tangents/_src/utils/kernel.py sha256=H-KS5MVwNHVzkiNgUoA4VWYlzNKWDxB99xPMPEy3tqk 19259
neural_tangents/_src/utils/rules.py sha256=1xTcVWsrg3PI6d98QAUxLHahdDFevjE5q9opjCpqat8 32538
neural_tangents/_src/utils/typing.py sha256=irDOcw3ro7ZA_7Mddu8gZ8g8iLjQYx25gjFKDLFa0eE 6355
neural_tangents/_src/utils/utils.py sha256=PmLm491z8FqU7XtPOZ5TMzOi4ooSUh17rq8qYsStVu4 19333
neural_tangents/experimental/__init__.py sha256=v63o2A9jut_n7i_aDo_oukwevbhBZ9uL8_CRcQhsWW4 692
neural_tangents/experimental/empirical_tf/__init__.py sha256=Sw7JfIR3fwAlpiPPpaBFOuYBLIiSWQKLbHi_QX42ln8 575
neural_tangents/experimental/empirical_tf/empirical.py sha256=V6qqFg1cxjyMuOu6zxa2lZTh01k5MLmGppeWPtGxHa4 13831
tests/__init__.py sha256=NbidvLhfhXvi01SwhlAmXqi1QTmpEjZdnqikINWgV9U 575
tests/batching_test.py sha256=wa91chm8W1H_KyVO_Y3OB1rKP6Ulxi7QEFOLFAGgtTc 18753
tests/elementwise_numerical_test.py sha256=5h_GrybbmdlGJXPdjBsiwxK52-8pGIFMrOwz59404bQ 1038
tests/elementwise_test.py sha256=le0K6Xl4ewMxibg4_TGHnuoVP6T6LSBkiiRWfMVVSH0 989
tests/empirical_ntk_test.py sha256=KfVF-YvslHPWbmYRFJPrd2n5fhF9RdpusCqRFwVkCBw 997
tests/empirical_test.py sha256=XJbeyw5yn54IXlLCVKtDVMGLyAFrcU_qvueaVY8UxOo 55952
tests/function_space_test.py sha256=XmAxjfNDZE63TxJD1m5b7Babcqw1Ymz0r3eruRqR6UM 1003
tests/imdb_test.py sha256=NbzbRP5eV4GxJTDoFiV454gmGXap-95je8jLm-4zjPY 918
tests/infinite_fcn_test.py sha256=GC6asIqlC3t1hEOMOYHeZp64LRJBVZCN7J2k-ZrZn7w 995
tests/monte_carlo_test.py sha256=cYj7z195ekPLPdMxgWUCOQHJtKl-3sx7o3rouGEtKdg 9212
tests/predict_test.py sha256=IZYhJOy7DJl1QjTOyIEDJ_nDUJOx_7ZHsED1b3Cmoyg 44524
tests/rules_test.py sha256=cEKd3u4AGD6F2COKVcR0aaY1vV_foLlKTwOLi3Xcvj8 18767
tests/test_utils.py sha256=qhZlCB_ST9WbXVnYkeJG5wUS1WhEKj6CrDgR18QZiys 13955
tests/weight_space_test.py sha256=Ri85F-c39nAGB0-2q5eheJ-nr3XO7MCkCX-5ArP0Jec 992
tests/experimental/__init__.py sha256=Sw7JfIR3fwAlpiPPpaBFOuYBLIiSWQKLbHi_QX42ln8 575
tests/experimental/empirical_ntk_tf_test.py sha256=ur9P7HKPbUdohE2LAbqV1bTKGkTUTaujfhXdo9O1j0E 891
tests/experimental/empirical_tf_test.py sha256=RwmesR_Yn9yIGccKs4haj_DFj1hRpV2VcLqOtI-QX3M 10787
tests/stax/__init__.py sha256=NbidvLhfhXvi01SwhlAmXqi1QTmpEjZdnqikINWgV9U 575
tests/stax/branching_test.py sha256=39phJzce2wBpu4-nWezcZxcC3hMo33nqjIwQyuNXW9k 7840
tests/stax/combinators_test.py sha256=FCW1rCu8yfuMvelPBUZHmIDvuKFeRACEGwVuXn0LnqY 4601
tests/stax/elementwise_test.py sha256=N1XFKAT0b6Mh0lGPKZBtWBctEidQJCISn2Sf0Dzf6OE 31331
tests/stax/linear_test.py sha256=Nlluy727Nxq2uQ5vSjI_dBznNApemfg6l9G6rgwFUvk 58165
tests/stax/requirements_test.py sha256=SvfZSz9e6MWhJnlWkGAZgCw-5q3SEYCK7M7doAa1lW4 15508
tests/stax/stax_test.py sha256=k9LUgXjv09Jf7S5VJjIiJEXpywDn4G6tetNzYugqY8I 30424
neural_tangents-0.6.5.dist-info/LICENSE sha256=z8d0m5b2O9McPEK1xHG_dWgUBT6EfBDz6wA0F7xSPTA 11358
neural_tangents-0.6.5.dist-info/LICENSE_SHORT sha256=NbidvLhfhXvi01SwhlAmXqi1QTmpEjZdnqikINWgV9U 575
neural_tangents-0.6.5.dist-info/METADATA sha256=VAfXNkoTL2rSrNnukW6VSbWNock858SptriPjYVB1As 26959
neural_tangents-0.6.5.dist-info/WHEEL sha256=-G_t0oGuE7UD0DrSpVZnq1hHMBV9DD2XkS5v7XpmTnk 110
neural_tangents-0.6.5.dist-info/top_level.txt sha256=KiO6Q1e-MbWuCWyszRFBQHyyzJSBrcNmKZHECxoPOC8 31
neural_tangents-0.6.5.dist-info/RECORD — —

top_level.txt

examples
neural_tangents
tests