DataHeroes - Build Better ML Models 10x Faster
Project description
DataHeroes is a Python library that solves some of today’s biggest machine learning challenges: reducing the time, effort and resources required to develop and maintain high-quality machine learning models.
DataHeroes uses a unique methodology called Coresets, originating in computational geometry, to reduce the size of the dataset to a small subset that maintains the statistical properties and corner cases of the full dataset, such that solving a problem on the Coreset will yield the same result as solving it on the full dataset (to learn more about Coresets, visit our Introduction to Coresets page).
- Website: https://dataheroes.ai
- Getting started: https://dataheroes.ai/getting-started
- Documentation: https://data-heroes.github.io/dh-library/
- Tutorials: https://dataheroes.ai/tutorials/
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distributions
Hashes for dataheroes-0.8.0-cp311-cp311-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 69d336f5df772ff9e8bd3eef186a281b20d92b5bf1a75785426dc154c8745344 |
|
MD5 | 3fa393214859d6c2a674e67fa388f1f5 |
|
BLAKE2b-256 | 2f03e34c6a9b5b14a3eb6b8963b09e7584b4d5acc89594134797f246e2e23126 |
Hashes for dataheroes-0.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 833864a941dc1428c924b44e8d4bc3d440a4f0ac1a6c16deeb67d79f954ec096 |
|
MD5 | cc6dca08bfd54e0fc9cdc50768410628 |
|
BLAKE2b-256 | 0f88ecd721e5729aeec8d20baae932bd4000fb16ab0662b735ea7c4e42ff0b97 |
Hashes for dataheroes-0.8.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | f1ac049d652628841806d4add5cc53a0b498d5f7ad184894b304deabb8f45557 |
|
MD5 | 531a8db4e4ccbe7a8a8fe435383594e1 |
|
BLAKE2b-256 | 38482b7932e0200bf473f64bde66e2fd474106d4148237849e468f7c6d6c959a |
Hashes for dataheroes-0.8.0-cp311-cp311-macosx_12_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 6cc57a96c51c60503d12faebeadecd07c7f7f312b3a26cda8c493665ad0fd5ac |
|
MD5 | bf02e37c05b5670d53ac64bda43b2452 |
|
BLAKE2b-256 | c5dff9f28159797afdd0f4acadcf747caf0f5cc9745c31022325b55b134ed37b |
Hashes for dataheroes-0.8.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3d68b19e97fb51096a88e95f38535f39a8b853eb5c5471a91902af4d8f589f76 |
|
MD5 | 400b4a8138c5e547dd7eca0d9d6ff628 |
|
BLAKE2b-256 | eedc738664907af0972d3e8c11a8573c1bbc6b4b4317458bd0242227520672ca |
Hashes for dataheroes-0.8.0-cp310-cp310-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3ecabd10cd73a54dd79cb672aeff28287e9ef872772fa9b480b8f703d76e7e6b |
|
MD5 | 84fa069fdd39d1933f2191c177b35af1 |
|
BLAKE2b-256 | e39b80af366568a87920fc605ed50e836bda66514fd3f131c9c5c585e23a2700 |
Hashes for dataheroes-0.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 3963dcf040ee01bec7bd4c9f1bbef2aac03192f496ab5c49d0f96f701f8a4b0e |
|
MD5 | 5b9a5a874bb28667dfcbbcb539b3a04d |
|
BLAKE2b-256 | 5a72e947da740497e69b8131fbb4449582abf62f1b896e6507faf436be00ba64 |
Hashes for dataheroes-0.8.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | feed3533fd59f6ee54ff3f10546521ecefb2e1ba348ae59928b34bad1b0957a1 |
|
MD5 | bc67b190dcd552597fd3ca84896264af |
|
BLAKE2b-256 | f332658e5440439e76742bee9f0e9c68196dc6f4b592e24476ac1a967b8b1e8b |
Hashes for dataheroes-0.8.0-cp310-cp310-macosx_12_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | d368011523a851d2233032e79891467520d844dc2fe5e295f87c84f392d722b9 |
|
MD5 | 18ecc166e5c0ae15767c46aa0a907171 |
|
BLAKE2b-256 | 870c4cdca2d48adfdf8edd122062537f8b138725cd0f77a84635fe1838f51e15 |
Hashes for dataheroes-0.8.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5faae4c66f7f70ce25decdd8ef3a6d849275d46eaec5bb661ce880a56f985dac |
|
MD5 | 0c65f7bc00dde766a47b12e108315100 |
|
BLAKE2b-256 | 44977935b6c786198fa7e0d46eba1d8a3a95f43ad051463c549625d32626707a |
Hashes for dataheroes-0.8.0-cp39-cp39-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | c65ba4c7bff0db5aad2d625e4b87ea6a072053344c72dbadc0bd8178cc72f835 |
|
MD5 | 769c9c5842eadf37e854f05488a9fa0a |
|
BLAKE2b-256 | 495b48bf7255563958b1180aaefae402c7feb06be67c3d383b80c855c570b3eb |
Hashes for dataheroes-0.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 95fc980f35a5247b6c447de60afb9ed35757adc28b3ef7a3c80e23743b0e7372 |
|
MD5 | b9f289f29a204f324d76e8ad16ac3c1b |
|
BLAKE2b-256 | 55dd3d41e9391b124b176418ec6c24809ab88f5e445ab11d8e8a1acfbeec1f4e |
Hashes for dataheroes-0.8.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a1a9afb2c97f0489ee4cd8249885e6309867d4fa31c4e7d15feeeb3c30ebec2b |
|
MD5 | 80be2a2b9eb38df26994c53527c4c3ad |
|
BLAKE2b-256 | ca8963885d9a3355f33ac9777ce7e43ff4b18a221ce11c9494cd89d673ee318c |
Hashes for dataheroes-0.8.0-cp39-cp39-macosx_12_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4b136bf5644651d3c2c7df47f1a0f7e9e6f2d585628af6cbf33308e29e8a50e8 |
|
MD5 | a75485680939c1fd945c13ade3d5e7bf |
|
BLAKE2b-256 | 5b05304831e8e5093842507e0250f1593579e2e87a2408ebf82a6a7a55a17fcc |
Hashes for dataheroes-0.8.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 19f3c9f610662bc74772403e699e43f4793df2a29f0474a9add8c083a1c5c352 |
|
MD5 | b033989fa980f414c61a73771c407c60 |
|
BLAKE2b-256 | 01579f4971f27e8883afd5ba5e583d520d0d50c2921bb323267f1e22f6bee096 |
Hashes for dataheroes-0.8.0-cp38-cp38-win_amd64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | ca9d965bed924020448e7046072cfb739757e042b7901ee5ef6a4cc0bd23e9d0 |
|
MD5 | 873c8d16f7c46291d80dcd1ff7fc3571 |
|
BLAKE2b-256 | e5c95abf2a89a1994106bffb2b61a709453c347dc9f65aea9bef7388471c8233 |
Hashes for dataheroes-0.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 886ecb170535c5f6332cc4ff35df348cb1b8297ea485c53cde62ece2b155785d |
|
MD5 | dc95e2b4c7a52616377827e031f2d9a1 |
|
BLAKE2b-256 | b6766fc4f5e8fe85ace72bf351138130c2942eca02048193c215221107ff9cfe |
Hashes for dataheroes-0.8.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 09ffd2b7e0f2203a25c0cfab401df0822502423ad14b6890e52cb5487744c7d0 |
|
MD5 | 5b46263e75b99e94075cb6b9b29f6a33 |
|
BLAKE2b-256 | 70d20ea9e4509039b41b9c8dd8c540c28e008a6ee0ffada20038e849714c91b8 |
Hashes for dataheroes-0.8.0-cp38-cp38-macosx_12_0_arm64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 76f062994e41dc79e994aca082ca2cb44fea95509f8a2cf1ac143c761463956a |
|
MD5 | e5b2f4a938ca80e1620145c42970e67a |
|
BLAKE2b-256 | f74e6ecb712fa7514ea1ca8ca0b30acfe210fbc7e8e2b1b9289b6033cb98362c |
Hashes for dataheroes-0.8.0-cp38-cp38-macosx_10_9_x86_64.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5ce55690117b29cc645679a68b3c39c6818191f4e9ed67486b47d15196a5c818 |
|
MD5 | 14a8436a0fb583bb2ede16f2a6c286df |
|
BLAKE2b-256 | 1aa45dd065a495a488d0b54266cc4ea56118aa36f9433f6a67c57c14ccd5595b |