Wheelodex » Projects » fastvpinns

fastvpinns

View on PyPI — Reverse Dependencies (0)

1.0.2 fastvpinns-1.0.2-py3-none-any.whl

Wheel Details

Project: fastvpinns
Version: 1.0.2
Filename: fastvpinns-1.0.2-py3-none-any.whl
Download: [link]
Size: 67791
MD5: ccdceccf043c92c1ca2ab2255453b682
SHA256: 670d0862d88348a8752c6126738fb9817c800ae4316f5e9ab9ce973fa590f3ca
Uploaded: 2024-07-29 19:09:23 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: fastvpinns
Version: 1.0.2
Summary: A fast tensor-driven variational physics-informed neural network library for solving PDEs.
Author-Email: Thivin Anandh <thivinanandh[at]gmail.com>, Divij Ghose <divijghose[at]gmail.com>, Sashikumaar Ganesan <sashi[at]iisc.ac.in>
Project-Url: Homepage, https://github.com/cmgcds/fastvpinns
Project-Url: Issues, https://github.com/cmgcds/fastvpinns/issues
Project-Url: Documentation, https://cmgcds.github.io/fastvpinns/
Project-Url: logo, https://raw.githubusercontent.com/cmgcds/fastvpinns/main/Fastvpinns_logo.png
Keywords: PDE,Neural Networks,Physics,AI,Machine Learning,variational PINNs,VPINNs,PINNs,Physics-informed neural networks
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
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: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.8
Requires-Dist: numpy (<=1.23.5,>=1.21)
Requires-Dist: pandas (<1.4.4)
Requires-Dist: matplotlib
Requires-Dist: tensorflow (<=2.13.0,>=2.9.1)
Requires-Dist: pytest (==8.0.2)
Requires-Dist: meshio (==5.3.4)
Requires-Dist: pyDOE (==0.3.8)
Requires-Dist: tqdm (==4.66.2)
Requires-Dist: scipy
Requires-Dist: gmsh (==4.11.0)
Requires-Dist: pyyaml
Requires-Dist: rich (==12.5.1)
Requires-Dist: black
Requires-Dist: pre-commit
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 5897 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.43.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
fastvpinns/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
fastvpinns/FE/FE2D_Cell.py sha256=3NCJfmkT03IDt-bUjKWMOIYQ4OQfMr5u0ihk9gpzNmg 11561
fastvpinns/FE/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
fastvpinns/FE/basis_2d_QN_Chebyshev_2.py sha256=AtwPmhBC-7JRM9BRNodynd7KJNArGfD3TWxnW4MDoDA 11796
fastvpinns/FE/basis_2d_QN_Jacobi.py sha256=c4lbyma8cOGfTYctiDnWAeGS1IoJSfjuyI6Z5ZXk4RU 11091
fastvpinns/FE/basis_2d_QN_Legendre.py sha256=IgUAutG6he4FIKZvftRe1uPYGAyrqAG8GSzv_YZPpOg 10431
fastvpinns/FE/basis_2d_QN_Legendre_Special.py sha256=oC6_GHsNXr_SImVt7GX3dRTG0iwZ7kDuLPShNu1LOeQ 10075
fastvpinns/FE/basis_function_2d.py sha256=eDuM2DLo_VkyEiLOwVM4LTcZGh7UWqHsBAVgRtRDaqc 3451
fastvpinns/FE/basis_function_3d.py sha256=VmjZGT5SZghxiMi-zrPJGHqHsjyyn-1wTHZEu7e8uSE 3372
fastvpinns/FE/fe2d_setup_main.py sha256=ASYhPsebWsbiA2fdTZIkqCXDII3XkgeAIlku7ugQleA 5156
fastvpinns/FE/fe_transformation_2d.py sha256=bQwraCKOZe-Tj8hwf8UMJpWz5Tmntlp-1mmOzUlYmL0 3009
fastvpinns/FE/fe_transformation_3d.py sha256=MTadH3W8nxCVhCPQZeCwzBy9n5T8kbKR854B_cwVK54 3314
fastvpinns/FE/fespace.py sha256=Wzp1wQcFr3s8gkAuysWE1h0oxv_anOZMipvyqXCSW_o 9893
fastvpinns/FE/fespace2d.py sha256=cljhRQjSUarHzY78Iy47tcUb6rAOH5fZryXKILP-ZYo 26355
fastvpinns/FE/quad_affine.py sha256=zsPIozSTDZ7aUmu8LJj8KKCVP9KJhHliBU4-07RB-Uc 6179
fastvpinns/FE/quad_bilinear.py sha256=UqIyAQNwdooyxARKrLomVK_8x3sIreqpFHB8vPD_bPg 6280
fastvpinns/FE/quadratureformulas.py sha256=mT-8-EBI-EftaLNJe6fUP0p6HIjSsyLXz6bax1LA5mQ 1383
fastvpinns/FE/quadratureformulas_quad2d.py sha256=UrBGLkKMpc-XnDALd09WRWJ_d2mEPeYaFkwA5JrA6MY 6231
fastvpinns/Geometry/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
fastvpinns/Geometry/geometry.py sha256=bccDMZNM67_Fa-YZXvbjKM7BQHrFMrVjnXcZ8L93Eqs 2075
fastvpinns/Geometry/geometry_2d.py sha256=P2AV9BZccD4oUGbp7T2Vivpt6aasVwtjlp9Dj5yG6JM 21565
fastvpinns/data/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
fastvpinns/data/datahandler.py sha256=VsxXi6nOfXhw6M6GIaDTthw1QNSaqJGXBijkRcq67us 4308
fastvpinns/data/datahandler2d.py sha256=CIkieRQcKzgKa5n-bKsrKZQjKYvgGTp8mriBgmOACF0 9345
fastvpinns/model/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
fastvpinns/model/model.py sha256=etIzDHGwCSLYuOyJGIi65ZwEWVU18PEy9limtLOoFLk 12019
fastvpinns/model/model_hard.py sha256=bvkIrBjDLE_oI7C97JdOztV-y1fYuuXULYN0cZg5xJ8 12722
fastvpinns/model/model_inverse.py sha256=fOpm8c9EMP8T2lDyT7Wpzoy5L9ddIrW51eCh1BFJR2I 13658
fastvpinns/model/model_inverse_domain.py sha256=ZsbJgGEsPqRuDgdUOH2YA1o_lj5OnfflVawCaZyr13c 14039
fastvpinns/physics/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
fastvpinns/physics/cd2d.py sha256=ohBngIJQamwtxL0ISY3t6dYLUkQr6PlGJ4Ffqy8U2Go 2595
fastvpinns/physics/cd2d_inverse.py sha256=FMPnaN8jFdG9IOK2YKOLZdyI68BfZCciMOytii2Nbto 2932
fastvpinns/physics/cd2d_inverse_domain.py sha256=aziTJFWyI0WezzVMGZuBAUkJBFU8-YrG-QaNcRtiC2Q 3073
fastvpinns/physics/helmholtz2d.py sha256=D8IyRX8KMl9k7JwVC1PM-K_uG_BWACXg5k4CYIbGqaM 2237
fastvpinns/physics/poisson2d.py sha256=iZFE3Da4bWi73zaWQ5ykZMh8i4uXrXPL1yXtanmiUes 1125
fastvpinns/physics/poisson2d_inverse.py sha256=Rl_AXHOc8_1r9o7FFQjRJiGLpF45YK-NlFHOiioS0T4 2301
fastvpinns/tests/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
fastvpinns/utils/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
fastvpinns/utils/compute_utils.py sha256=23mi2cRGnH-_trzvvJVD6rp3aDSdzW17f_E0Gu0Inxc 6748
fastvpinns/utils/plot_utils.py sha256=TK32GCs_WFyAsAINrh_kMMewn3WNrroEossmyOyxxno 8702
fastvpinns/utils/print_utils.py sha256=hsWWeXm77ULdb36nhv2llQb6w1uKN_SRa2mO_cGlIBg 1306
fastvpinns-1.0.2.dist-info/LICENSE sha256=259dJYG9znEfZrV3o3T6zkpSTK_E4DY_PAT8WJM_Xfw 1107
fastvpinns-1.0.2.dist-info/METADATA sha256=dO7H6V44QI6ID2yRr85-GTHQXr38cMjOhg8zfO8WzBA 7985
fastvpinns-1.0.2.dist-info/WHEEL sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ 92
fastvpinns-1.0.2.dist-info/top_level.txt sha256=pxC7HSVMaTJsV2yBHhMru70qgTkFaXkYnyVXQbhpTvY 11
fastvpinns-1.0.2.dist-info/RECORD — —

top_level.txt

fastvpinns