LAVASET: Latent Variable Stochastic Ensemble of Trees. An ensemble method for correlated datasets with spatial, spectral, and temporal dependencies

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Project description

LAVASET

LAVASET (Latent Variable Stochastic Ensemble of Trees) is a Python package designed for ensemble learning in datasets with complex spatial, spectral, and temporal dependencies. It leverages advanced machine learning techniques to provide robust predictions, making it ideal for applications in remote sensing, time-series analysis, and beyond.

Features

Efficient Handling of Correlated Data: Optimized for datasets where traditional models struggle.
Cython-Powered Performance: Critical computations are implemented in Cython for efficiency.
Cross-Platform Compatibility: Tested and deployable across Linux, macOS, and Windows.

Installation

You can install LAVASET directly from PyPI:

pip install lavaset

Requirements

Python >= 3.7
NumPy
pandas
scikit-learn
scipy
Cython
joblib

Cython and NumPy are incorporated as build dependencies for LAVASET and are pre-installed before the package setup. If you encounter any issues during installation, especially regarding Cython or NumPy, consider installing these packages manually before proceeding with the LAVASET installation.

Contributing

Contributions to LAVASET are welcome! Please refer to the contributing guidelines for more information.

License

LAVASET is released under the MIT License. See the LICENSE file for more details.

Contact

For questions or feedback, please contact Melpi Kasapi at mk218@ic.ac.uk.

Visit our GitHub repository for more information and updates.

Project details

These details have not been verified by PyPI

Project links

Homepage

GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

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This version

0.1.0

Mar 3, 2024

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Hashes for LAVASET-0.1.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Hashes for LAVASET-0.1.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
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Algorithm	Hash digest
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Hashes for LAVASET-0.1.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
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Algorithm	Hash digest
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Hashes for LAVASET-0.1.0-cp312-cp312-win_arm64.whl
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Hashes for LAVASET-0.1.0-cp312-cp312-win32.whl
Algorithm	Hash digest
SHA256	`5865bcf17de1785d5633a3e5f825d32a7f084e21428c0750b359fbf86cbc733a`
MD5	`ee2eaa1290a5c95ef706fb3b7e2eeb97`
BLAKE2b-256	`8bf4f69d738ac45e114326cee9355f58925e44622905f6737b0f045517507b5b`

Hashes for LAVASET-0.1.0-cp312-cp312-musllinux_1_1_x86_64.whl

Hashes for LAVASET-0.1.0-cp312-cp312-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`935d20e18b3ecced42e1c55b5e2dcb804b50469f6b6d0c4af6065f7070b13704`
MD5	`9b4405ca93af7f896d949793559f92f8`
BLAKE2b-256	`28248a50a11eb2f3d6547ce1127152ec08de67eb0dc26c1521071ab9cb270273`

Hashes for LAVASET-0.1.0-cp312-cp312-musllinux_1_1_i686.whl

Hashes for LAVASET-0.1.0-cp312-cp312-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`4724721042dea8147069b5965915ecefef3f2605e4027e90c5a1e81063d55be6`
MD5	`03983e86d49fdf36fdd5169dfbb1f100`
BLAKE2b-256	`ee8a4f8d2f5968a8b5c309de950eb5d1fe49d20a49b010e7abcd30aa261643ae`

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

Hashes for LAVASET-0.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`849fccb25b22932344387ef1cf835a5220deb9eb2cabc30de5c83d0f85fcc268`
MD5	`706f88e6dfa1035d1be62f44ff2c01ff`
BLAKE2b-256	`0400cc7768342d10496feaf85670cfd0092c0b97cd5db627c94ccc3ddb5f75a0`

Hashes for LAVASET-0.1.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for LAVASET-0.1.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`bb8fcf41c9cd565cbf81c468712139bdf267820ddf540da7c3b557cbcf432047`
MD5	`748c20408676f50f91a228bfd43585e3`
BLAKE2b-256	`eb9886c5e6ccbb789f24b858c0ca2eef3dab7bc92cf1147c8004ee6058d29e30`

Hashes for LAVASET-0.1.0-cp312-cp312-macosx_10_9_x86_64.whl

Hashes for LAVASET-0.1.0-cp312-cp312-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`ed0705c570a3ce7a63c3e898a4132a0188433bea0743774086076452f9356e94`
MD5	`c4228e39e89daaf7a1302862e556c679`
BLAKE2b-256	`58df0f9cfc586dfb0ea810ce5fba1456ae4882504b71795900728dc09c1c1f87`

Hashes for LAVASET-0.1.0-cp311-cp311-win_arm64.whl

Hashes for LAVASET-0.1.0-cp311-cp311-win_arm64.whl
Algorithm	Hash digest
SHA256	`44592ba963115f859f6e22937b5e6da50a972bc07bcecfd2000a650e0f776f3b`
MD5	`fa39294ab1f45244b16420f3681acd4d`
BLAKE2b-256	`7f9a6d10fa6ac7af84978fcc00ab6ec1f9be2c489fbcae9c7f171d2c278ea1db`

Hashes for LAVASET-0.1.0-cp311-cp311-win_amd64.whl

Hashes for LAVASET-0.1.0-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`4778e645f2cc71182c0d2e1697eb28827ab0c0d46c0db0354a39e83e297a0fc3`
MD5	`53e88bdddba5c6fa9a26eb974f831a14`
BLAKE2b-256	`a38440b9c4a1648820a898905bb2fa45cc0f5f1eeb236b4f83403d0f9e48bf33`

Hashes for LAVASET-0.1.0-cp311-cp311-win32.whl

Hashes for LAVASET-0.1.0-cp311-cp311-win32.whl
Algorithm	Hash digest
SHA256	`cd885281eb015d0bbf5b618ff0b621d401c55faa030b4dd97fc591e4d35c2270`
MD5	`a943972972743fef64ce44aa4c2a0145`
BLAKE2b-256	`5a56a02a09772f8da8d34717fa840c723562f301d92200e45f0bc9e292826a70`

Hashes for LAVASET-0.1.0-cp311-cp311-musllinux_1_1_x86_64.whl

Hashes for LAVASET-0.1.0-cp311-cp311-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`6df6af96f9ab537f74af8743c103e61b82d24b6cc88e12f35ce6f00e0ba45d73`
MD5	`fb9760033e11cf09f1019d9978ab18e6`
BLAKE2b-256	`f26e3ccd5328bab556154a86290027503f78406b725f9e967596a1ced80bbb81`

Hashes for LAVASET-0.1.0-cp311-cp311-musllinux_1_1_i686.whl

Hashes for LAVASET-0.1.0-cp311-cp311-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`584e1d7b08e853741a6a506916673f7c149532759b2b4417f44461319a0b099b`
MD5	`b87917751a8cba49cb9a27f5a2800371`
BLAKE2b-256	`888e41e3f663524b85adf76f8b3b86a7bb93fac25a8c04883b426b571c890faa`

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

Hashes for LAVASET-0.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`c22db736514f8355a418a2609e244b401b244f94b30db9693c1c0919cf8644f1`
MD5	`cae09c824c38b6e07e0dfae949af8f5f`
BLAKE2b-256	`e4d25df12509c0afb5908304f7f4f19f0fd317beee5c66e1244100fc3bc8e984`

Hashes for LAVASET-0.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for LAVASET-0.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`02838760dce3cffaba063565999a22f3d498331fb9e73c4938b509d7c0d51d85`
MD5	`4f1f80194e681e71838ae2d6d547c691`
BLAKE2b-256	`e63e4d539899a7908be628863bc41e9680a7f23685b12cf8029f4cbae18e90f6`

Hashes for LAVASET-0.1.0-cp311-cp311-macosx_10_9_x86_64.whl

Hashes for LAVASET-0.1.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`02cefc7b926f3ca181339cf053e3be137248c17df74e57a05c2ad264063ac52a`
MD5	`9adcffb471a67ce3e829f29bb4c70fde`
BLAKE2b-256	`39962939a4930061d40661b94295bdfcfe5df6e277bd9b3a050dedebc16f02d1`

Hashes for LAVASET-0.1.0-cp310-cp310-win_arm64.whl

Hashes for LAVASET-0.1.0-cp310-cp310-win_arm64.whl
Algorithm	Hash digest
SHA256	`8e535822dac2f2648cc9b688ed5bf95c625bc0f6b69460434d9f276cf1404cef`
MD5	`4f7ee18a6a56ad0241c60ef43268f583`
BLAKE2b-256	`f4616027e83ff51644b175ddd24efef1e014849a0055761f0edb48755a0e421d`

Hashes for LAVASET-0.1.0-cp310-cp310-win_amd64.whl

Hashes for LAVASET-0.1.0-cp310-cp310-win_amd64.whl
Algorithm	Hash digest
SHA256	`e954135d283632b1d80f813c4e99c6bed28f6407bba8b046c9d6b2aba5efbbc2`
MD5	`69387506ec59e06688ff0edb4377e387`
BLAKE2b-256	`062090a0470ef727fcc8b6b9003711810703db0be5c899094d474f7782c3018f`

Hashes for LAVASET-0.1.0-cp310-cp310-win32.whl

Hashes for LAVASET-0.1.0-cp310-cp310-win32.whl
Algorithm	Hash digest
SHA256	`8a5e2a3e81727428cdedaa6d1121e546f4c803143023d8f86122320cfa304f35`
MD5	`7df12d89e21336f4e64f48801c11fd8a`
BLAKE2b-256	`117ed7f3cc092aa17ee996b8fa319bb633409c1b1a7f3f264dc3d3c5e64e09cb`

Hashes for LAVASET-0.1.0-cp310-cp310-musllinux_1_1_x86_64.whl

Hashes for LAVASET-0.1.0-cp310-cp310-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`257c781b47378bf0745397ec5a8a3c64fd862af96426e671087442eef8d6a20c`
MD5	`3c2950866440335f3398c95151732988`
BLAKE2b-256	`c516c114930cdb5282ca199cf2abc952036d92209f7edd222da6c4a9fd4958d4`

Hashes for LAVASET-0.1.0-cp310-cp310-musllinux_1_1_i686.whl

Hashes for LAVASET-0.1.0-cp310-cp310-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`77aab1769575368977bc5345ca7c8c06d8cc741c2f773a0a8ba19f72ae9c280f`
MD5	`c85e8837851cb5f3606166816b22d30d`
BLAKE2b-256	`5e9183dc036164e662b09ff2a7718eea6269d1eb4918992eac006fa1fe8c2705`

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

Hashes for LAVASET-0.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`451d3a79f58df27b044a10b33f465ee5cf52c4da27ef3d66032ded4d5fa8ef06`
MD5	`08b3439f0888232c39e4cb47d7754307`
BLAKE2b-256	`c05b7be33cc5ff4173d86764c7be84473c1c62d47485b31b94a2307ae0b646cf`

Hashes for LAVASET-0.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for LAVASET-0.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`729f122beafaa9efe8c0cb6c5b29d63cad9e5894a408e0111a398e538e855a1e`
MD5	`f21cdfde2f6c44e10b2eabdc92cce958`
BLAKE2b-256	`13532d590c0af35aaabbb5c5020a048c46b01188c3cb76dc4e9f0fb5238d9b68`

Hashes for LAVASET-0.1.0-cp310-cp310-macosx_10_9_x86_64.whl

Hashes for LAVASET-0.1.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`d6c6b01d70b3cfe14fccb3a14938e57c9564373ea45f15f33a84f445e14919b6`
MD5	`852bf38503b32717e0a2204fa59efd25`
BLAKE2b-256	`6a9afebd7c27aef6889df67fb28722cd3748c167d64ade0a08f59bfd4bd678a4`

Hashes for LAVASET-0.1.0-cp39-cp39-win_arm64.whl

Hashes for LAVASET-0.1.0-cp39-cp39-win_arm64.whl
Algorithm	Hash digest
SHA256	`edd419a8348878391c80be29b76ef1b1982501fe11f2a00a44415eb869588b6c`
MD5	`da487eadbe9cdc99f1a525319868a6d0`
BLAKE2b-256	`5a1bbe38b4dee50d1e46beb528c278e7d38672f6a9b8d45013f5e5ef767a09e5`

Hashes for LAVASET-0.1.0-cp39-cp39-win_amd64.whl

Hashes for LAVASET-0.1.0-cp39-cp39-win_amd64.whl
Algorithm	Hash digest
SHA256	`e9aaea09594b4b3173ebc4e1ff9f185c3ef6eb29f1e32502539856d0e78973e1`
MD5	`2b92b2aedc0435869d12891d9d165ead`
BLAKE2b-256	`12ccc032846e06e043e097f46483557be473d34f773cc4802b48942d4cdc2955`

Hashes for LAVASET-0.1.0-cp39-cp39-win32.whl

Hashes for LAVASET-0.1.0-cp39-cp39-win32.whl
Algorithm	Hash digest
SHA256	`b14615a7201e68cf0ac3639e0f57fa86c0e403726dfe4d02915ca6d4508711fd`
MD5	`d307428627c575f8af28a50d8ec6f735`
BLAKE2b-256	`bd9a098a2aac32e613af30dc82f1d94bebb094635cfaa585c5910890078621b4`

Hashes for LAVASET-0.1.0-cp39-cp39-musllinux_1_1_x86_64.whl

Hashes for LAVASET-0.1.0-cp39-cp39-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`280b642bc3511ae6f0bd18b44124fb2c82e698fa977bcf76cfd775efcda88552`
MD5	`fd3ccb2e01a645ef0733aabd7eb454ec`
BLAKE2b-256	`e9972a060d91521a6a1d3bbafb3fbee773931f0264c3f85962933ca5997dcc11`

Hashes for LAVASET-0.1.0-cp39-cp39-musllinux_1_1_i686.whl

Hashes for LAVASET-0.1.0-cp39-cp39-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`31ba14db70b2b6d71e177e60748631ff50af2232916e099622d82071df39510a`
MD5	`2a7c8f79461598065eb6734ae99aacf6`
BLAKE2b-256	`5e30bfd888a95a84c8721c03aead509ab65a469aa8a40e4c076909c1b3cb5641`

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

Hashes for LAVASET-0.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`ce68dfd261afb7986a743482e47473e43c6768d8eaf10d76296514a0efbbaa9f`
MD5	`ae786f27a6481645e3a15a1ab2be4588`
BLAKE2b-256	`5747fc29736f812656d522a13640ae6dd72c753a654cc2f132c4d4bb82ca3a9c`

Hashes for LAVASET-0.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for LAVASET-0.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`461b1c2c19a18400e9f269f42cdca0ce4cd081cb5c8cb5e26a15e3dffb7a1a1e`
MD5	`bf7698dd62509adc0b16d78248ddfe3b`
BLAKE2b-256	`1c73fd0862f7ae73d1ed74b270b2eabee97e55829c18b2dc697fc7d7b8e8fe64`

Hashes for LAVASET-0.1.0-cp39-cp39-macosx_10_9_x86_64.whl

Hashes for LAVASET-0.1.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`a4d7d3f71fb91da0fa16b2076001c8d8feb509e301a98eb49c66a1c00f64e639`
MD5	`8534c27f8475a3472e663992a1ad1e1c`
BLAKE2b-256	`678ce1688e8fe8146f41201479b500c95642bf5438a68771bcf3abe187e1a518`

Hashes for LAVASET-0.1.0-cp38-cp38-win_amd64.whl

Hashes for LAVASET-0.1.0-cp38-cp38-win_amd64.whl
Algorithm	Hash digest
SHA256	`f7574e05cc3ce94dfc1b922eeecc16200568b53ae1acae5000206ac9787114c1`
MD5	`0e0bfda2a1811afadc4047f810640341`
BLAKE2b-256	`32755705cd4e0044dd9bc7bbad87d24bb5cb1ae2ae0f1f48e3a5f19fed7da78d`

Hashes for LAVASET-0.1.0-cp38-cp38-win32.whl

Hashes for LAVASET-0.1.0-cp38-cp38-win32.whl
Algorithm	Hash digest
SHA256	`f356d30b8822a2193dc90aeb61a76ec7e1e99faa6b0626aa2e705038db662ff6`
MD5	`c80578182e633e887cada165a794abfb`
BLAKE2b-256	`aaa240af1d4f766996afdf77e612b7d20d1c3b83a87aae9196c2603597a50735`

Hashes for LAVASET-0.1.0-cp38-cp38-musllinux_1_1_x86_64.whl

Hashes for LAVASET-0.1.0-cp38-cp38-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`47740fb8cfefd9da10712e51a7c728bdd2c9097ed1ee336f5a75b6697003b0b5`
MD5	`a6c026020b5d0c7c669778dae11d304d`
BLAKE2b-256	`97b2e31df9ded3bb7efe8f6b073b785d437f2aa7c5973a40fbc4855d2f30e1b8`

Hashes for LAVASET-0.1.0-cp38-cp38-musllinux_1_1_i686.whl

Hashes for LAVASET-0.1.0-cp38-cp38-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`f27f657e5a26809156a0c7012d80622b2ac79fc4b245e1706906ecd6c9eac8be`
MD5	`e4ec573d3a35db2d0c372a3eb388df6b`
BLAKE2b-256	`13f611fa558a0e23cd344d1ec78b4d6a4d0fc5ed44f2db5d94f67cac23ec3715`

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

Hashes for LAVASET-0.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`195649d72e23f56d912286065eb990a46bec4a8c7928ea6cb5acfd61cca700dd`
MD5	`5adea341dd36ed09c191bcecc576aa71`
BLAKE2b-256	`90ec7edb5a8ab397ef898f95e1207294c6bb6df744a03f13cbbeeb74689d99a7`

Hashes for LAVASET-0.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for LAVASET-0.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`61c32d311a45623e74660440e59d238bccad42a55f0d88c6a57fdb13cd752a87`
MD5	`0b8ec1823703ac681798a8bc23cdcc5f`
BLAKE2b-256	`bd247bae86f42e11d7cc6bcc1a0e58b6dc5870dbc17d28036a73f1f7632b1b21`

Hashes for LAVASET-0.1.0-cp38-cp38-macosx_10_9_x86_64.whl

Hashes for LAVASET-0.1.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`b9ec55ffb284d56f78002fd813b99dfd3b3a2ad9902a4e33000d8628173ea68d`
MD5	`63499a2ce469281641ab74a854667544`
BLAKE2b-256	`16250a256d16981a93af418fa504155a3ee9bd46147e2aea5703d2c369b24a6e`

Hashes for LAVASET-0.1.0-cp37-cp37m-win_amd64.whl

Hashes for LAVASET-0.1.0-cp37-cp37m-win_amd64.whl
Algorithm	Hash digest
SHA256	`d1ac4f36359aa3ae101afcd40da693eb6b6904738a3a3353b82cabc788e34451`
MD5	`6cfa1359698f35d7ffbe8f5c74a22d41`
BLAKE2b-256	`603345556c9ddf152e810dec75d0e6a9d262404cae9adf594a6d51f2f5b1dba2`

Hashes for LAVASET-0.1.0-cp37-cp37m-win32.whl

Hashes for LAVASET-0.1.0-cp37-cp37m-win32.whl
Algorithm	Hash digest
SHA256	`d9f2a58c0f6573d707108fbd62b00c1879fecf8245cb3edc22d5a2a24e15018a`
MD5	`31b464b4f271e08958ec85231e560432`
BLAKE2b-256	`f89e74a94a28da44dc9051b854fc41417e51966df60ccb68a83522210a5455cb`

Hashes for LAVASET-0.1.0-cp37-cp37m-musllinux_1_1_x86_64.whl

Hashes for LAVASET-0.1.0-cp37-cp37m-musllinux_1_1_x86_64.whl
Algorithm	Hash digest
SHA256	`f9533067c574dca6948ec97d19c066bb8f645bf6fb791aebe8de654069a8f570`
MD5	`4ce237aa69e8c13d445fc3675f5c43f6`
BLAKE2b-256	`fe3f61a61eafca81c036b15889c212db2b90f55eac0a45ae05f7acfe4d1bb70e`

Hashes for LAVASET-0.1.0-cp37-cp37m-musllinux_1_1_i686.whl

Hashes for LAVASET-0.1.0-cp37-cp37m-musllinux_1_1_i686.whl
Algorithm	Hash digest
SHA256	`7f43b46491699e5c7dc0a77b7f08d875ebdcca3a0deec370e64ac9332986d8a3`
MD5	`80a09f30c642c402afb03aab03ddb97e`
BLAKE2b-256	`1c6c95197fd8aa37276827ef611b9b817c75682ee6101f8b78513518b9f59ab5`

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

Hashes for LAVASET-0.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm	Hash digest
SHA256	`2fa107d24320b5cd94dbf66813663bdf2352c0f97f8db41670d704e2637091e3`
MD5	`a693df98f6c5a2b5ce944e14f042072a`
BLAKE2b-256	`2f9a47db82d04a0ceee0ac6a3b4c902be190542a4bfb6795a8685627665d4286`

Hashes for LAVASET-0.1.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Hashes for LAVASET-0.1.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm	Hash digest
SHA256	`c07bc2f7315e263f9cbab4ec9b010ed1375d27f5f20b958880dff05b37f56465`
MD5	`2e4b109d5b56be19b149596042e45f29`
BLAKE2b-256	`5a726e93c75c3f79394cc27fae2cb973c769eac41370e13ca5b1539021507d76`

Hashes for LAVASET-0.1.0-cp37-cp37m-macosx_10_9_x86_64.whl

Hashes for LAVASET-0.1.0-cp37-cp37m-macosx_10_9_x86_64.whl
Algorithm	Hash digest
SHA256	`a3024284e4485b7ca43bd73694d3de6f8c4c711403a5c99069d4f531e4a0e117`
MD5	`f37054bcc22cbce7cc2c1f32bfca2e7c`
BLAKE2b-256	`6266969668242c24159e3c22d3361bd80cb5996ccbae1dbe53981e1da61ad6f6`