Wheelodex » Projects » tmflow

tmflow

View on PyPI — Reverse Dependencies (0)

0.5.0 tmflow-0.5.0-py3-none-any.whl

Wheel Details

Project: tmflow
Version: 0.5.0
Filename: tmflow-0.5.0-py3-none-any.whl
Download: [link]
Size: 23554
MD5: dfc512af217212ac3033126ebeb5587f
SHA256: fededbaab64f8c4a21828726f2c179aae8b2518a3514b3a3afb153d8f5b7ac44
Uploaded: 2023-02-22 20:10:05 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: tmflow
Version: 0.5.0
Summary: Taylor map flow is a package for a 'flowly' construction and learning of polynomial neural networks (PNN) for time-evolving process prediction
Author: PNN Lab
Author-Email: golovkina.a[at]gmail.com
Home-Page: https://github.com/PNN-Lab/tmflow
Project-Url: Bug Reports, https://github.com/PNN-Lab/tmflow/issues
Project-Url: Source, https://github.com/PNN-Lab/tmflow
Project-Url: Examples, https://github.com/PNN-Lab/tmflow/tree/main/examples
Project-Url: Changelog, https://github.com/PNN-Lab/tmflow/blob/main/CHANGELOG.md
Keywords: PNN,Taylor,ODE,TensorFlow
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Physics
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3 :: Only
Requires-Python: >=3.9, <4
Requires-Dist: tensorflow (<2.12,>=2.8)
Requires-Dist: scipy (<1.11,>=1.6)
Requires-Dist: numpy (<1.24,>=1.20)
Requires-Dist: sympy (~=1.8)
Requires-Dist: numba (<0.57,>=0.55)
Requires-Dist: matplotlib (<3.4,>=3.3); extra == "examples"
Requires-Dist: pandas (<1.6,>=1.3); extra == "examples"
Requires-Dist: scikit-learn (<1.3,>=0.24); extra == "examples"
Provides-Extra: examples
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 2367 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.38.4)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
tmflow/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tmflow/learn/__init__.py sha256=yZtpgwFudnuLGQa_y-LuoZdOA9d7xPd4frCrUXz_UMM 169
tmflow/learn/base_polynomial_layer.py sha256=HQxr3AzY5D6SVNP9uVXrj0_1PcPlqJfUJqW_oCtMbP0 2962
tmflow/learn/kronecker_polynomial_layer.py sha256=EQ9GwR4Pnk4Yuhk04U3mWbjtawnQ1hUYvKli1s4jLAA 2064
tmflow/learn/polynomial_layer.py sha256=tieY1EH2us188RwQ3vqWRVMB4QssMjlSZz5t4m1AJVs 913
tmflow/learn/helpers/__init__.py sha256=pNp8HXi-n32Vd7JIbDkBfTvNpBWEBiBzw6G2xIQ2Vj8 78
tmflow/learn/helpers/sequential_predict.py sha256=GY5T-WdaJtf80Y0FG556RP9QRLMFH029YWEmPDsxT6g 774
tmflow/map/__init__.py sha256=CCEjBDVvv7FKJVVm_0mk-gjETHWS_AyOF2qaA-ckzEM 46
tmflow/map/construct.py sha256=2BuhHR3aNbsqOmfnqQYHTWmMrEYkHLK3qalf01G56ko 13847
tmflow/map/test_map_construct_calculation.py sha256=iXWXakRqcL4018mYamGo1_HWeK_mdxMEazbgCSFcBbc 9869
tmflow/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tmflow/utils/convert_initial_weights.py sha256=eqQVbORHEhcNcpUk0553gnyaoHNxyMIKK5eMS5m90Hw 1475
tmflow/utils/tensor_ops.py sha256=fHHLQ8gLR4ma-ZH622pJoakL3xrELxrsftjZ2YDecnY 2266
tmflow/utils/solver/__init__.py sha256=reV6C2hPRImGRiY_RLW6LOdJMt78JXhRZJ3ELtoz6C0 48
tmflow/utils/solver/tm_solver.py sha256=AN7GensaWaDAbgowEOk3X99S1Cz-pyP3wDqev_UjYPs 4351
tmflow/utils/weights/__init__.py sha256=c_hmGcr0-PWzQUEF1dmNIln9Ul3imDTclqlOyh1TdJM 183
tmflow/utils/weights/convert_initial_weights.py sha256=eqQVbORHEhcNcpUk0553gnyaoHNxyMIKK5eMS5m90Hw 1475
tmflow/utils/weights/dump_weights.py sha256=uuz2HwSoigcohlfO0g0H4SXTV9q5qhyOMoaY1f5RNc4 913
tmflow/utils/weights/expand_weights.py sha256=kiJOzPmwCFHzcnPhtexhcLqpSqBeKp9236XTgEftJq0 1380
tmflow-0.5.0.dist-info/LICENSE sha256=Fg7EtyCRDeL_elmZOgmz1R52nPqMZU1vDGjVhIf1f9s 10949
tmflow-0.5.0.dist-info/METADATA sha256=J0BtxYM-wg2I2RXzyTe2h7OjkPxOKxf_rxQldfmASzU 4215
tmflow-0.5.0.dist-info/WHEEL sha256=2wepM1nk4DS4eFpYrW1TTqPcoGNfHhhO_i5m4cOimbo 92
tmflow-0.5.0.dist-info/top_level.txt sha256=PPG_itDJ8RlgZUUc6_gFXzHs43Y2PkyiEuavOpvWHwE 7
tmflow-0.5.0.dist-info/RECORD — —

top_level.txt

tmflow