enflows

View on PyPIReverse Dependencies (0)

0.0.1 enflows-0.0.1-py3-none-any.whl

Wheel Details

Project: enflows
Version: 0.0.1
Filename: enflows-0.0.1-py3-none-any.whl
Download: [link]
Size: 125657
MD5: bd8c2d81c096c719e8bf07ad84680cf8
SHA256: 2795a7fb89340d0797e347068a28d934506227e8a30367d42635f14cc1acdeb8
Uploaded: 2023-10-24 16:19:14 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: enflows
Version: 0.0.1
Summary: Normalizing flows in PyTorch. An extension of nflows.
Author: Fabricio Arend Torres, Marcello Massima Negri, Jonathan Aellen
License: MIT
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Development Status :: 2 - Pre-Alpha
Requires-Dist: matplotlib
Requires-Dist: numpy
Requires-Dist: tensorboard
Requires-Dist: torch
Requires-Dist: torchdiffeq
Requires-Dist: tqdm
Requires-Dist: umnn
Requires-Dist: ninja
Requires-Dist: scikit-learn
Requires-Dist: pandas (<2.0)
Requires-Dist: h5py
Description-Content-Type: text/markdown
License-File: LICENSE.md
[Description omitted; length: 3822 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.2)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
enflows/__init__.py sha256=8roaMnIeo9eOrxWjIy65MHm25DaqQ63djlFQK_oEJDU 51
enflows/version.py sha256=XQL7roT0tyzIGdIS48U5d3L0N0F8_xBKdQApIV2_-c4 44
enflows/CNF/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
enflows/CNF/cnf.py sha256=hvtGsszJ2abtH4crH5_Y0Y2EdqLutUiHmh-6CuGW-_U 11096
enflows/CNF/neural_odes/__init__.py sha256=rycDnYIns5Ho6PHhQoMkIyyNw1lVgnFhWBqBFHqICWc 51
enflows/CNF/neural_odes/odefunc.py sha256=vvXf36hX-aGQ2dkUYDqs3cg3wkWnVtn8jIuYP91tLsc 6647
enflows/CNF/neural_odes/squeeze.py sha256=V7bIJc7HlE5z_VjZaqpR5llspNBX0uciy63VytfHmVo 1170
enflows/CNF/neural_odes/util.py sha256=MyAkWNs4Zcp7ssNw5_wlfsOENaOs2fz_nEXvusGGjZA 1542
enflows/CNF/neural_odes/diffeq_layers/__init__.py sha256=fHK8Cam74iFSbKRXGhpl2YP1ndyxoC1DEHFLP_3FeDk 92
enflows/CNF/neural_odes/diffeq_layers/basic.py sha256=zQGBTKOXlfOfuHA_LZ79JSMdbXLA6u7daT9Bi7YQqxA 11474
enflows/CNF/neural_odes/diffeq_layers/container.py sha256=d7tJYrE-XPglVAtRn3DNbvUhbXMiq0GpP6q8hB1qqWs 1357
enflows/CNF/neural_odes/diffeq_layers/resnet.py sha256=YyqxpVwi6GQCg_15DrKbIQhQUyE6y28NBiL8KkikNIw 2003
enflows/CNF/neural_odes/diffeq_layers/wrappers.py sha256=SWaF4xcP9zgyEEnP-P_dABwGnkwJR_IDpC1iGnJW0cA 1365
enflows/CNF/neural_odes/wrappers/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
enflows/CNF/neural_odes/wrappers/cnf_regularization.py sha256=pNSjlAJ7hT-3yST_wzD8j9GomdyWHSQZD7yOOJ4Q0qk 3591
enflows/datasets/__init__.py sha256=iQOvod-qWLUPTBNiwh8JaeAzQf1PyFsMireWXvasM_s 181
enflows/datasets/base.py sha256=QjMF2653enThWCLpJlL3hE9zSmOR1x0HVF-dilURTyU 3623
enflows/datasets/plane.py sha256=LUHnozpo7yr_QdTxMs2x0I6wfP-q3zJKzUzv7kZyO8U 12850
enflows/datasets/uci/__init__.py sha256=TW_x6sW4gg57-wvBAsGYoODuzxRd95gGwCTv1mqlL68 183
enflows/datasets/uci/bsds300.py sha256=Kb1DP-ZebsUfCURPVT-r-vZirIPg3GCMl4lbQJ9k24M 1429
enflows/datasets/uci/download.py sha256=XNl--XY2YMUN3uZE07R7oZvmaDCSB7RZYLf9SS8L7Kk 1770
enflows/datasets/uci/gas.py sha256=IIWcj-hECE4mMLiPExi_mEQPJJD9Dh0lDhzOCBvZRDs 2740
enflows/datasets/uci/hepmass.py sha256=NogNxBD_CIE9Y2gYgtwkxMRSf1nDm6KZLT0WGcibueM 3706
enflows/datasets/uci/miniboone.py sha256=851rlmrF8WKBX_zAtMzBw80G4VnwyImx2EE054bpj48 2956
enflows/datasets/uci/power.py sha256=KkGQlnNghYXx2wI5x_dgiM4Bj0FDIRsyQv04kCw8L4s 3052
enflows/datasets/uci/uci.py sha256=Z9O8K6WYeZQuACZmVgIe_ehS42hh7ikfSQFVs1TJgT4 2472
enflows/datasets/uci/utils.py sha256=9gJJKWFfuLKBdxep9yCi9oK1WLnI07h3mQdUgNXP1cM 10152
enflows/distributions/__init__.py sha256=U3zZSu24ZFjJ1f_t44bddQsQvVW59DBzOrqoYehSmFo 389
enflows/distributions/base.py sha256=lKG69Tzl5r8ohygl9klTBsXUhP3zGdg6W6HV9bGmMjE 8403
enflows/distributions/discrete.py sha256=SB1dvlk93ByreJBR3oZgmBB-PPDJyGiKaecNvpUoLp4 2544
enflows/distributions/mixture.py sha256=8mwcLMIXaXYPyXIAA3itC_f_NuzWYiOApNOoIpVDi7Q 1386
enflows/distributions/normal.py sha256=0itcroJ5iUnZkkrMdM7674ArzA-S4J3ID-ugMfjvJeU 6784
enflows/distributions/uniform.py sha256=xz3ak7Z024XTBCh13CxN1mfsnsbc2CL4y8DDs2r70Yc 3416
enflows/flows/__init__.py sha256=o9PI4E6slXkvLpffsu6yZdsaUbs80CYj7MZCozmKu1s 150
enflows/flows/autoregressive.py sha256=GZ7l681cauo-422PDZA55rWPLJtzw5WSapRDYMKzuEA 2159
enflows/flows/base.py sha256=neJ2EDpLka01jQWWZXt8PGXVYTOBq8jHjnJ8aflAUu4 4966
enflows/flows/realnvp.py sha256=Al8DViYyomY16wsD6dWOCxmsjIpV_Ng5I0Jz8aFG0is 2137
enflows/nn/__init__.py sha256=p9vzYwG0jhVDptzEmAXdfDdSTxU-LlwLwLhAYep2Blc 31
enflows/nn/nde/__init__.py sha256=PQ6CdYz2HDwg6ATutdKcWQGwklhz7kqU1oD4CerWuC0 55
enflows/nn/nde/made.py sha256=4ShpDKXIgKz4U7PhQHggc35OvO1PAITUoKhBeLG1CGA 14324
enflows/nn/nets/__init__.py sha256=_KiAnZzGAEltTZ83tKVkUywe1nmgIJ_87jClzc266i4 626
enflows/nn/nets/activations.py sha256=4Kl8TcAK8GKf6JLYqrI9_V4iLjYt19MhS51VFny3W8c 6285
enflows/nn/nets/extended_basic_nets.py sha256=JG2KRHNOetuMSHx7hlyt49NXHr4jq9r4A9Imob-1D5g 1697
enflows/nn/nets/invertible_densenet.py sha256=hKBEUcSdUM84_eJtkT8aFv4NhdPMn7aIkBobc1vCAn8 20841
enflows/nn/nets/lipschitz_dense.py sha256=MFG8zqHpMXopZ0Bbj0GrCO1BZPF0Lwg7BKzb1qWanRc 4383
enflows/nn/nets/mlp.py sha256=MAX-71LRrhZI6fM7mz_Rv5ZCHA1-Us8CVCM_rboBULA 4996
enflows/nn/nets/nets_util.py sha256=H1p99tjOgwymA9McAlLsaPcdtBK30b9qhJhNQJucsaQ 3916
enflows/nn/nets/pila.py sha256=8yCr0Zsxh7gwQP1ArrtlAM8MhBT_taxRbwXYqCUn_4c 3624
enflows/nn/nets/resnet.py sha256=fS4SWhiZD84EISMo07WSux0c0GqfhvxiXLyUvWV_S8c 7462
enflows/nn/nets/spectral_norm.py sha256=8f5dC8sbvLhAl_KI8rBonS4k4GqEyXCywUa9kpgmXDs 5509
enflows/transforms/__init__.py sha256=wTipbBR_IRGyw3MHge-14OrkJ8JnmHp4Im8pAPWb4kc 2947
enflows/transforms/adaptive_sigmoids.py sha256=jtvXr4Jz3wrR--i0rwElpvjAwpFMJ9_NXnmd_7icRTc 8485
enflows/transforms/base.py sha256=QHKtxiso3Rs8QMkfCUnRqP_IWwJ4d9aFy7EusTrbmks 7896
enflows/transforms/conditional.py sha256=_Hhr4n_xKdDIaRlaICWELhVT5wyJbcM3lOEnQEY7-1M 38075
enflows/transforms/conv.py sha256=lcEjXdTS4RiwlhepE9fhjuwv2eqfnWM1H0hmOo4GTK8 1643
enflows/transforms/coupling.py sha256=PaPuZENTVGd96igd5ktQVGnonZVnrSnxV8IP5XJBHK8 21847
enflows/transforms/linear.py sha256=Xjz7WMv3-b4V5v8DZNvjoDHRb1ft7kqVKewaFWZx4Ns 9086
enflows/transforms/lu.py sha256=SOGOlFNHkKKP2qJaGqQjyrXyS5_uXpAE6tFi70QDlLY 4347
enflows/transforms/made.py sha256=2lqIHso9Axutlx0L8NR7eQmbBp2TnySvADRz0QkYmH8 9221
enflows/transforms/nonlinearities.py sha256=D3Zoyme5Cs-iNNh9m9960KpAAE2ZQ_cIXFefmnwXDVM 20130
enflows/transforms/normalization.py sha256=zMIx_cvNKjDLdK1SP3ZRUY_EZzZJeEvyY3SlO-4hgcQ 8112
enflows/transforms/orthogonal.py sha256=9yOgy5E0ks8-KY-MLDVGELffdfvKGgpij7htomiHiio 6864
enflows/transforms/permutations.py sha256=YMoq5v26lIUzCV8OcB5IzbAmzU_STheOWr6HhqJsKaQ 4090
enflows/transforms/qr.py sha256=x5umUITURCngE0JPMT5DzOoESZlkMC6QEdebb2Nl5Do 3690
enflows/transforms/reshape.py sha256=N8H76BMU5S7eir4z6XE9TOvhTAtuNnB3mLFb3qsPQI8 2259
enflows/transforms/standard.py sha256=OrRCz_4EvHeBDvOeUMszceMCfr8qipeqs5ROB5jIUkw 2948
enflows/transforms/svd.py sha256=Ef4IPSQfnjY4SukUk4_w-VMCnuXBprTgiruuIJs8yxs 3912
enflows/transforms/unitvector.py sha256=04a1LEWkeeP5pwhWfzcvj-DneqMYiOv4f0EMX0BnIxI 1783
enflows/transforms/UMNN/MonotonicNormalizer.py sha256=YcHQq8bTb405QWsRIVSee01gjAbleBmpIx-PMnadySU 2993
enflows/transforms/UMNN/__init__.py sha256=x2K8yCSHJnS9OL6lgZX9HIc0eRTBGsflwjBYGG9bDaM 89
enflows/transforms/autoregressive/__init__.py sha256=1CpYd0M-6eCfioT2ojP1Ntjs0P0ni2UBKNOnJ3i5wZs 917
enflows/transforms/autoregressive/autoregressive.py sha256=o-0pL5AFx50ok5z6ab2yqUOkHKftAYumqxNlaKWMI54 24397
enflows/transforms/autoregressive/deep_sigmoid.py sha256=S45TKCPxfng9_07gOMQ2k5G892c6ImMlMwoaH2Wq8nw 3268
enflows/transforms/lipschitz/__init__.py sha256=-RHRgqZT-94-RGvgM1A4TyMQ5h9ZmGXND9pwWVbGitQ 60
enflows/transforms/lipschitz/iresblock.py sha256=pDicGi91WQNnzDa3ZpD5YvVK7_za8gLP8LED1GPj5IQ 10330
enflows/transforms/lipschitz/util.py sha256=wBASZ_BM34uxdvVf_7RMU8zP5OyIZlwRe7dz4rVvMlE 6289
enflows/transforms/matrix/__init__.py sha256=a0PKhnDOqUBx5z6yqtJI5jsSrDnWuNrox14cmQ2nYzk 189
enflows/transforms/matrix/cholesky.py sha256=pIm6qdnQM78yjFpuqUm-0uuBvmr3H7xb6857ponq8tI 2234
enflows/transforms/matrix/diagonal.py sha256=HWiaGBZIXSPjl_40-tXdez-JejP90grgOBLGL9AEOJI 2709
enflows/transforms/no_analytic_inv/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
enflows/transforms/no_analytic_inv/base.py sha256=zw1xGG-e_84XnmRopHV5VKUu-uLnXGKKDXmJrZSltho 4433
enflows/transforms/no_analytic_inv/planar.py sha256=zi0HVEQEolwQDu8rUIsNg-qp1Uy2YT8dPaSk6dn_bWY 7926
enflows/transforms/splines/__init__.py sha256=kPYzqhV_KBbRhWi18JqxzGYxMypzwsU73XjOQwQDj9k 424
enflows/transforms/splines/cubic.py sha256=D9xpusMm4KHp4orUsJIKqamn39TEoyA5cl3vHJ1Ak_M 9152
enflows/transforms/splines/linear.py sha256=gnzJP1A8YnowhHPmRbWjLTWOt24zW9vtnSG9NeHnA-g 3234
enflows/transforms/splines/quadratic.py sha256=bkSnO_Kgc6Eoe3WUUB2_XsoJIWvYMU_YYvR9V7Y-1xE 5474
enflows/transforms/splines/rational_quadratic.py sha256=s8Qzsn4RmgqXunMV_u6DxyjDOxwoPVYq3cxaXdDqeMw 6689
enflows/utils/__init__.py sha256=W34RO-rL2-RDtP50shzZTOLpH3uGG_lYHSCafxxcXGA 526
enflows/utils/torchutils.py sha256=4VKWamVDZYYv2vw6Otw35kXC2dYyMkfJlMVgdwz2nwI 7749
enflows/utils/typechecks.py sha256=AC62PaYml96zcK9au0enktKJKRz52XVm5pwOvTFd19M 363
enflows-0.0.1.dist-info/LICENSE.md sha256=TJHEXewuB9jWx2aYTQ8ZnFV8WbF6dlvKZhwLpSxOWCA 1200
enflows-0.0.1.dist-info/METADATA sha256=KK3gddDF88LFeAfIESVi1z7A-L209PEHXbMYGyyUcpM 4539
enflows-0.0.1.dist-info/WHEEL sha256=yQN5g4mg4AybRjkgi-9yy4iQEFibGQmlz78Pik5Or-A 92
enflows-0.0.1.dist-info/top_level.txt sha256=UvGSQVWHMmseNyMk-IvFJPaovdTkEUe9NNyctGmu7wY 8
enflows-0.0.1.dist-info/RECORD

top_level.txt

enflows