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Project description

phimaker

Persitent homology of images and (co)kernels.

Overview

Phimaker is a Rust library implementing the algorithm introduced in [1] for computing persistent homology for kernels, images and cokernels. Python bindings are provided via PyO3.

References

[1] Cohen-Steiner, D., Edelsbrunner, H., Harer, J. and Morozov, D., 2009, January. Persistent homology for kernels, images, and cokernels. In Proceedings of the twentieth annual ACM-SIAM symposium on Discrete algorithms (pp. 1011-1020). Society for Industrial and Applied Mathematics.

Project details

Release history Release notifications | RSS feed

0.1.3

Jul 30, 2024

0.1.2

Oct 9, 2023

0.1.1

Aug 21, 2023

This version

0.1.0

Jul 6, 2023

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Algorithm	Hash digest
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Algorithm	Hash digest
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Algorithm	Hash digest
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Algorithm	Hash digest
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Hashes for phimaker-0.1.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`5260ec7f561e150f0548fad54349a98421029bb48221c3fd7fad9feaac2165eb`
MD5	`826753705664f5bc1cdc22efa82b4883`
BLAKE2b-256	`eeadee55bb1741716440248927a4e36a62660f23334d24657a53182a3aaf5c52`

Hashes for phimaker-0.1.0-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for phimaker-0.1.0-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`fbfb49065f4da5db59f03f8efabacd9278c40afac3c03f2988163bb0690aa232`
MD5	`4315752a5ded4c0cbf199ebe3e0d2240`
BLAKE2b-256	`b602933c348721e6d508e80d393493543c5435c4e9cb1d9a89f916ceca0ce613`

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`6dd994b2fc8e53b7132f6a02aa439e8c84c2e35c33691e2cbba4c9510dec625f`
MD5	`205efcf6b5476b34b13049382f6d02ce`
BLAKE2b-256	`f21edc9ddd0a5fab04789081bd16061b88f2594334418f1bcbbe7e4f70947182`

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`97e1cec44304975c04f1ae55bed90d491e14c83fcbbb83a10e62ca146becd46c`
MD5	`8538613e3e056085bf226fd5cc61a2de`
BLAKE2b-256	`8bde84f27b797251498c2496d93e6925e4894e95e2dd47b4258c3b9c7625ec08`

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`4be8585f66f6955072ea10fddc4d9b31cdfdb8c95d960bb95fb97e59fadbe448`
MD5	`dacf24a07a79a3c8b29ec66f424c8cdc`
BLAKE2b-256	`cba83e77aa6a04110af8986537aa2363d977d7e0d9c5925078a74bc62af4da87`

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`d5bf424fb901a7cc771d7c2e138431fe812aa2a7969cf8fc6c72eed4d0e5764a`
MD5	`cdae3998a2be6afae7796a75cec73f75`
BLAKE2b-256	`a7feaea01bd18479ceba167aa54299c616a3bf4b86c4f5d59ad0001ff266bc88`

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`13fe75bb61884d81fce0ef78610a2707976cedef0074aba8dab4292e65486dcc`
MD5	`3c2de2e2a7bf77789dfb05a8533b8e25`
BLAKE2b-256	`2e10b4662cbb51cb5a91d34df7183e6fefd264dbd0de3ded32191ef8144844ba`

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for phimaker-0.1.0-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`ecd4caac8c2a38881128e98b6c15a1a3b0276a5c71fcb715577a4b671962ecb8`
MD5	`50b084a0ed2266c74a52799365df35c4`
BLAKE2b-256	`5843d6c9e6b65c0058642fccebc87518173da7bc25adf6e4c1787abea90bad72`

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`082fc1ce1a55552304e11f2c96a2cf669e7b9bf8671d22f91b2e7cdcb6b1ab7e`
MD5	`577ad56a3dd1c4ca1f8ffdbf687dd5d1`
BLAKE2b-256	`70178b1abb3bf08da3a425daac80f15264a40ed5c062e6e18e6190e70f6cc55e`

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`f7c5766681fe02c20406e357b75fef0128f3c631be0ca3b7b1a0819428ffcc97`
MD5	`036e189e549905d78490d7d066dff187`
BLAKE2b-256	`f8a7590b2b6e17577cdcdb9d7aa4ecacb67c7e349313c49ba44929751a156737`

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`62b6de396c00f4acba95c0be7b2ce914efe4656ae18f3769e71fd09f079c15a8`
MD5	`5d5464665091a603d698f7a3e22baabc`
BLAKE2b-256	`3755f4f8c7a552b2ff836d0e6bf9667230e25871573a4e8c1b09e98747fd5d52`

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`da6777f9eac438c08d16fe5ff643856af2592a7f636444c667dfef68463fcfce`
MD5	`0d94227df2bfeb2da59930b95fac0378`
BLAKE2b-256	`626ca33d5cbff2b30b0c0ef4a955995dc8a24ab49cd26f98aec4897b226f9907`

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for phimaker-0.1.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`03ca57c997f66fd24224fe2ed060a581b7df8ba570b55b489126e5ad0cd910b6`
MD5	`c65b038fb18ba49692459bed48239dfb`
BLAKE2b-256	`3210aca55bcbbb18a89603901975fa0c43725d579a38995b8489fc6bcc8196f2`

Hashes for phimaker-0.1.0-cp311-none-win_amd64.whl

Hashes for phimaker-0.1.0-cp311-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`689a1f7877bcc79ce30b24565ce35948e531e431c2d087f6bafe289706f58b75`
MD5	`a2c8c119e1fe5256951f6efc4a247516`
BLAKE2b-256	`ed31d994c543554197d5f963324e4ce8470dd25f91c1a341bdca89ca6a6441b9`

Hashes for phimaker-0.1.0-cp311-none-win32.whl

Hashes for phimaker-0.1.0-cp311-none-win32.whl
Algorithm	Hash digest
SHA256	`41d8b3cc43bf6a7405ce5b179099282496ea4370e2b4da761b1066ca0287b0d6`
MD5	`c14f599efd3073ed37d789a97cb2ca03`
BLAKE2b-256	`876843d6d82d4e73b8d27421be5f43b43e09eb463335846f17052dc4a4b1275a`

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`ad438716a0ccb4c2aba8a8ee6a01abb2ee056b484da53404ac78ea65bc00949c`
MD5	`f681f36eaa277f041294c33a1e1f2fbe`
BLAKE2b-256	`2251920e01f3ae6609fe8927ac555765c770027047bd82c0f15f0e7365cb0e06`

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`f362652750ca56bd3c712f445f29d4e7826c147134198988800303194b6b5a90`
MD5	`9dfd1c439c7634474fb59fe25af83a03`
BLAKE2b-256	`0a447b2cef051b4c4698882a7e7919443240a29998856f4613c6d7dd4077d664`

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`b948cd39e13ea7ce032f291bc831f3162a96e8b07bfab2d56eafe80ef418fb87`
MD5	`1608cfb4d9bf6782a3763e6c4e65a823`
BLAKE2b-256	`a66e02d580ac8b3f151ccf447e5493db74b5cbe1e09e8211bccf3d5e52e82e22`

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`f4d8ac592deb70eca2ed34a38568b84b4b8f2cde11a25104c7b3a1cbdd8f2660`
MD5	`77246bd397b7c9c9d62fb55540c98fdc`
BLAKE2b-256	`84c5214322ea235ef609a6981b0364c075c6bf58129c74d48b1c02b69cef0f18`

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`6d1cb38298d9b997bf9e5d4796e501fe0310b3f3d7036670fb0fde0f230f4ccc`
MD5	`15e1f8098bdafbb585b59f5895eadec6`
BLAKE2b-256	`c5179fd6a956b9d0244c340e1eb10f135153a6faee5105aa0d55490bd0403ac4`

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for phimaker-0.1.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`6ec8c513af5b74bbeeed66b5dc5e79fd7c75f046e4d5013d3369bdbd766628ed`
MD5	`53ce0fc0dcb9e9b9924d88a6e01459d6`
BLAKE2b-256	`80da16452d4a8783649cdd7d8c48b2ce5d7a035af6dd7944c49158bc9c08ac94`

Hashes for phimaker-0.1.0-cp310-none-win_amd64.whl

Hashes for phimaker-0.1.0-cp310-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`ad1daf0fb427b4987ace49ea1004e339ca88fcd19b1e21bd92c0ab7d523c8169`
MD5	`d4d2ab1f39c0c5a8e58d268ba6a36efb`
BLAKE2b-256	`c3519bfcc6d31c8f5da2f9eca7d8fe08a597e3682abeff7fbb85f9ee0affb153`

Hashes for phimaker-0.1.0-cp310-none-win32.whl

Hashes for phimaker-0.1.0-cp310-none-win32.whl
Algorithm	Hash digest
SHA256	`4eb8ad99b0e4da631581721df1484036ba9f91b03a49a602b2bfdbe7b830ce40`
MD5	`bb73079fbea6d4c2a23c37a27b41222b`
BLAKE2b-256	`4cb56ed5fd8e278e2a13d5aa35767444256fb0aa41273c4437d6d05cd1b5b9fa`

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`c4183056aafdd783da79fe490f84f5593fbeb8806a49540843b2043d89a22295`
MD5	`e5d6c37230de317ec203f9d9d4611990`
BLAKE2b-256	`f36ad92cf3dfb64fa1403abcc4d6b38278f7eec898048213c3fe16f3ef77ab7e`

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`89dcf71de9f9bbcd3ee2017528c8f09a3a6595c0be9eb4553818e7750be32f76`
MD5	`e69fb2f494604425fb622220efbddf6d`
BLAKE2b-256	`3017fc4f2f9fec9d44fdbfb0037f246c605865d26d13a62ab350d0cd8afae09f`

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`1769ce5072f248e9f6d2136fe9769b0b08096a7714e654fda2ad7c161477e1c9`
MD5	`b3aa214b4b4dd527404d84a4776e61d3`
BLAKE2b-256	`c12e7f59cf890fbc3e0f3623b363cb1655c18d8b0b885a9ce4c6247472cd2d1b`

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`3bc57bdc30f5735ada1a9973749f1818f29b2bc0b6854db221a04f281663d5cb`
MD5	`a90d63108f1445ed6460741c82e0730e`
BLAKE2b-256	`502494ef14c5a69da90ceb7b60c4d489d5b7f1713c9d591f293d505121735a51`

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`13856b07c3b6b239c8f3d042299ce7530560d7ddf8be8585d6ca504c5b1b2211`
MD5	`f42d1325445845f45ad5d8c003f2b132`
BLAKE2b-256	`7c3b3ee5dc4c78e7ad3edabe0d44b28c8ef7b7fa0cae090b70ab7437a8d9c18d`

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for phimaker-0.1.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`3f680763d8012a66b6eac950f316eb9bc37ed06f4f66223fb1641b6f8b9c87b9`
MD5	`a1c1584fa6b8b3d75be8180b69332b7d`
BLAKE2b-256	`31890f0a45f1bdbe223ae279db41ae1a00b8a1c11a2f53c9339782cbb6c232a6`

Hashes for phimaker-0.1.0-cp39-none-win_amd64.whl

Hashes for phimaker-0.1.0-cp39-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`8cf77fc325cbc63cb5b0b5b5c88f5d98e23038261c70708d8275e57c906e556b`
MD5	`c58a948d782d3a700e36b42c848822b1`
BLAKE2b-256	`71c6befa33b1b805b7446c14bf5925b1527f4961e06f8760e8dad0ce76540023`

Hashes for phimaker-0.1.0-cp39-none-win32.whl

Hashes for phimaker-0.1.0-cp39-none-win32.whl
Algorithm	Hash digest
SHA256	`487bb713406c415fe5d0f8b560657a2d586c0f74c059cc1d1381cb4c4080b03c`
MD5	`f1fc7c364dac3ca94461a625bb72183a`
BLAKE2b-256	`5b269ebe7e2fd54d638f27a1c5858ef00bd6496c7adea7be07805f2fa6e67cde`

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`475a92591dc4bc4e8f1e1103ccd76d24c97c37a2a4fc58e8c7c889f4ebe1f968`
MD5	`a32b57011045c6a2683e9f01d3450c94`
BLAKE2b-256	`e9e0dd152ae1fc92a403cc91adc5da9e30aa553ee42d9d128b53864902166ec3`

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`a1a93f70f48915461d316075f0a87f917c642672fb9724166dfc97357871d88e`
MD5	`58954306e97ef9fe9501e246964b84c7`
BLAKE2b-256	`bfacf7c373153893d8b0a2f3a6d064051b534e2913c48fc00ee1a9f85c158e29`

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`7788fb58840003df0cc00364ce8394ab48262ff11c7b534a6f2d161ab13d5a55`
MD5	`793a292bec45fb7eac991c4d5296124f`
BLAKE2b-256	`e3657cc2fa13b70eb70e758b37199658cd9d4433b4b929454d4a1e5a751bb2b0`

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`4ab67ca9409ed900f52c9a804b5352f971cb502339295517e92a2cebafae8ac4`
MD5	`08355874b570fc5ea4e720a3634070d0`
BLAKE2b-256	`bbfa0d8e4b845ff05f8bd638f633350764b504cc3da1a1edb2cefd63512d2525`

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`10583986a7e421b8943d2a816b6a9448d274026b43e4b2757adbe8b8ce837d82`
MD5	`7937d100e7a3819c059dd5d2928444b8`
BLAKE2b-256	`ed702f7a44f7a326185d756ab34b1596ee94e8b69f6e12f5d5eceb5e52c84f2e`

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for phimaker-0.1.0-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`ef2d667afe9da70b69a8352024ddd96415ef58ff936744ba4bfa710de8ce5dea`
MD5	`2483679e926e770d420e2f950bfed07b`
BLAKE2b-256	`0a3bfba2847625a5d8de46b225b7bb4d4f12391760a5819c87d20cc5350ec0d4`

Hashes for phimaker-0.1.0-cp38-none-win_amd64.whl

Hashes for phimaker-0.1.0-cp38-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`b435282adf58999072051e55b34cf12f42c10513498c465145aab939a949a0e8`
MD5	`acf7624923e47e87cc3e71a777b474f6`
BLAKE2b-256	`e6c3d6d24aa2896c22fbf5a5bd8e0d483e473e772f7fc183cb4152ecad805758`

Hashes for phimaker-0.1.0-cp38-none-win32.whl

Hashes for phimaker-0.1.0-cp38-none-win32.whl
Algorithm	Hash digest
SHA256	`ae494669a11efe888cc152191e0e2e4b334dc1a3ebae05c6cc844ef6b6fd8dc5`
MD5	`1dc9f68b1d16494bb0871719b99d7d49`
BLAKE2b-256	`9134fc97371e9db18267c19b87e78705398347425b671a17237df6bd60c2afaf`

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`b65c30ddaf7aa8f5bd50affc04a957e6ece8cde82b147ae239050a55ac9675c1`
MD5	`779796440e9eb2cd54a2af0bf8534f30`
BLAKE2b-256	`33cbfe0afedf9de4d671f94d5aa29489cfd3609ac77ccc26468ca1a216d64952`

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`3a022bfe0b052c86d7e042427b63ac4b6355d3bbb2762051ab3e162abec60afa`
MD5	`27a00fbd4a31e9aaeb1e577bdfee0746`
BLAKE2b-256	`5b5eed468739471bb44cd0c2db6bae4a2473cc455b3b2738c651cd8b1848db07`

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`1b655889e616bd3e8c6bf24487a16cb9ab509a8bbcbf76d46e04e093cd9c70f3`
MD5	`f4f13f5549e14fe556560cd18b85c044`
BLAKE2b-256	`24d13f170de6bcd606911dbee8de07e011edac975422b77c27c1b8295e8b3df3`

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`4b84e28c5ae743a13a2ad6ff074490d772be0db2cde2192a42aaf3d66d9dd4d9`
MD5	`572118386f632e47f7794faaea07b87d`
BLAKE2b-256	`feab1608c212cfaa2e83746a1cf2451cf96fc2c2574cf3c218c56f3a44406e22`

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`168caa3f77189d3ff9487d4ca56b80760675211f134051268473204898a95ab2`
MD5	`8cd0c4b5fc62d418b6fc8c4b43f5f619`
BLAKE2b-256	`4e7b9928f8a404b1cc7d5c7549ef63e43791a05f404889e20c8784b3fc458931`

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for phimaker-0.1.0-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`18a17033dbbf8f8a23d0aa7d530f176b6442b15277e6c4761138a31199183a1b`
MD5	`6afb5325978fdcc37c3ffa958120c1d0`
BLAKE2b-256	`4b6b99f49722d6189fa64145c5be899a31f1031f8b03d187bc1b5a1899c74527`

Hashes for phimaker-0.1.0-cp37-none-win_amd64.whl

Hashes for phimaker-0.1.0-cp37-none-win_amd64.whl
Algorithm	Hash digest
SHA256	`4faa3b18486b66b043766503e828ebedf98f178dbe8f6da9533b9bbcbd8606e0`
MD5	`b7bb3469658cfeb083024011e2d3dcd4`
BLAKE2b-256	`0a96926e321f1c9937169aeb3c148e8d19497f765f08a4eec9d7efa09f8bc5d6`

Hashes for phimaker-0.1.0-cp37-none-win32.whl

Hashes for phimaker-0.1.0-cp37-none-win32.whl
Algorithm	Hash digest
SHA256	`e005499a49317e9b97bfe6734eafb4fe02f400c4a2b90aaecfa685b397f71caa`
MD5	`954c5add4190fa407f37186338c1d51c`
BLAKE2b-256	`7e932b2c4a44858cd0f6ecba8813e69f8871e4f5d6ced03099e65ee8f5873956`

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`3bb7aa24f7e3301fd96ac785d9eba2225f49638c322e333733397e88cb836047`
MD5	`a5b7257411b0622c129cd76addb9c995`
BLAKE2b-256	`c417c0b4d3a12b8b0e876c6a05c720db301810d62b127d9a67ca6fdc50b2173f`

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm	Hash digest
SHA256	`3e8509d900356bc5e93352c23a5732a99c512e8ee4f5d4474f58062e2cb8b954`
MD5	`161ae04500e1d6f188e368e7924bd8fb`
BLAKE2b-256	`9acef64abf0ccb9fd3e55edbf2685efebc0abd6bd2d8047e680f7e2ab64af3e7`

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm	Hash digest
SHA256	`98415bff485a2191d6a721d4c719f7535d83021a31265ee723417209aeab996b`
MD5	`2c49f432263c812ca2f601f5478bc1a9`
BLAKE2b-256	`c4002cb0ccf06bf810e0fb61fb6c11b35109c5667fd843e0f3fd427336997432`

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm	Hash digest
SHA256	`f149c627aeef0e0579111a8be32f130c8b93a63bbf68e3c1a97f5f0eefec994b`
MD5	`8debe50a1f8c681d52154eac06106e97`
BLAKE2b-256	`990c9bfd19ab00eb379b869c56d0e515bbb9eb9d248487ef704b152cf6a98f40`

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm	Hash digest
SHA256	`c67aecbf5c034dccb3239b922ed33b8f552eada75d4ba512a0286ff95d47a8dc`
MD5	`39c3bcb3ba7479e71bf9aa6b889839fb`
BLAKE2b-256	`9679df0dee6bcdc5121f62a49caadc54cec58c0e5f5e5b972e8fb41ae0201d1f`

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl

Hashes for phimaker-0.1.0-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm	Hash digest
SHA256	`de4e7c1182abdeb8f827479f694879cfe89d67119f588f6aeab67cf46a21f35d`
MD5	`a520f8fe68c77b8bb8b7471b0d4de83d`
BLAKE2b-256	`dcc717f9006a1a4cea3641b278bbb36867eedf8716ec0b595ee1c43b3318a9b1`