{"minified":"composer/2.0","packages":{"rubix/ml":[{"name":"rubix/ml","description":"A high-level machine learning and deep learning library for the PHP language.","keywords":["php","cart","analytics","classification","Algorithm","inference","data mining","dataset","artificial intelligence","recommendation","Neural network","classifier","etl","nlp","machine learning","prediction","svm","ml","ranking","ensemble","natural language processing","clustering","regression","ai","image recognition","k-means","Rubix","Linear regression","kmeans","data science","Deep learning","feature extraction","knn","nearest neighbors","TF-IDF","estimator","naive bayes","predictive modeling","anomaly detection","manifold learning","dimensionality reduction","cross validation","k-nearest neighbors","adaboost","dbscan","feature selection","feature importance","gaussian mixture","gmm","gradient boost","grid search","imputation","isolation forest","loda","local outlier factor","logistic regression","mean shift","multilayer perceptron","php ml","random forest","regressor","rubixml","rubix ml","support vector machine","t-sne","tsne","outlier detection","php machine learning","text mining","tf idf","gbm","softmax","lof","ridge","supervised learning","unsupervised learning","mlp","php ai"],"homepage":"https://rubixml.github.io/ML/latest/","version":"3.1.0","version_normalized":"3.1.0.0","license":["MIT"],"authors":[{"name":"Andrew DalPino","homepage":"https://github.com/andrewdalpino"},{"name":"Contributors","homepage":"https://github.com/RubixML/ML/graphs/contributors"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"0a9d58436214f586a59a20d14e6920263c41c56f"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/0a9d58436214f586a59a20d14e6920263c41c56f","type":"zip","shasum":"","reference":"0a9d58436214f586a59a20d14e6920263c41c56f"},"type":"library","support":{"chat":"https://t.me/RubixML","docs":"https://rubixml.github.io/ML/latest/","issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML"},"funding":[{"url":"https://github.com/sponsors/andrewdalpino","type":"github"}],"time":"2026-10-08T22:57:11+00:00","published-time":"2026-10-08T22:59:37+00:00","autoload":{"files":["src/constants.php","src/functions.php"],"psr-4":{"Rubix\\ML\\":"src/"}},"require":{"php":">=8.3","amphp/parallel":"^2.0","andrewdalpino/okbloomer":"^1.0","psr/log":"^1.1|^2.0|^3.0","rubix/tensor":"^4.1","symfony/polyfill-mbstring":"^1.0"},"require-dev":{"friendsofphp/php-cs-fixer":"^3.73","phpbench/phpbench":"^1.0","phpstan/extension-installer":"^1.0","phpstan/phpstan":"^2.0","phpstan/phpstan-phpunit":"^2.0","phpunit/phpunit":"^12.0","swoole/ide-helper":"^5.1"},"suggest":{"ext-tensor":"For fast Matrix/Vector computing.","ext-gd":"For image support.","ext-mbstring":"For fast multibyte string manipulation.","ext-svm":"For support Vector Machine engine (libsvm).","ext-swoole":"For multiprocessing support."}},{"version":"3.0.0","version_normalized":"3.0.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"8eeb99fa0ed759d014164106452ac35e17afff4b"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/8eeb99fa0ed759d014164106452ac35e17afff4b","type":"zip","shasum":"","reference":"8eeb99fa0ed759d014164106452ac35e17afff4b"},"time":"2026-10-08T17:53:20+00:00","published-time":"2026-10-08T18:03:52+00:00"},{"version":"3.0.0-rc5","version_normalized":"3.0.0.0-RC5","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"df5d33de322d3a905de741e6a18d9f278baa4ecf"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/df5d33de322d3a905de741e6a18d9f278baa4ecf","type":"zip","shasum":"","reference":"df5d33de322d3a905de741e6a18d9f278baa4ecf"},"time":"2026-10-05T22:16:10+00:00","published-time":"2026-10-05T22:27:49+00:00","require":{"php":">=8.3","amphp/parallel":"^2.0","andrewdalpino/okbloomer":"^1.0","psr/log":"^1.1|^2.0|^3.0","rubix/tensor":"^4.0.0","symfony/polyfill-mbstring":"^1.0"}},{"version":"3.0.0-rc4","version_normalized":"3.0.0.0-RC4","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"a39241bd4bf7a80f82bce2f96915640d2e0e1f05"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/a39241bd4bf7a80f82bce2f96915640d2e0e1f05","type":"zip","shasum":"","reference":"a39241bd4bf7a80f82bce2f96915640d2e0e1f05"},"time":"2026-09-30T03:03:20+00:00","published-time":"2026-09-30T03:05:35+00:00","require":{"php":">=8.3","amphp/parallel":"^2.0","andrewdalpino/okbloomer":"^1.0","psr/log":"^1.1|^2.0|^3.0","rubix/tensor":"4.0.0-rc2","symfony/polyfill-mbstring":"^1.0"}},{"version":"3.0.0-rc3","version_normalized":"3.0.0.0-RC3","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"245404d88fb52dd6c7cc3d3696a1aaf0c53c6477"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/245404d88fb52dd6c7cc3d3696a1aaf0c53c6477","type":"zip","shasum":"","reference":"245404d88fb52dd6c7cc3d3696a1aaf0c53c6477"},"time":"2026-09-18T02:04:46+00:00","published-time":"2026-09-18T02:10:30+00:00","require":{"php":">=8.3","ext-json":"*","amphp/parallel":"^2.0","andrewdalpino/okbloomer":"^1.0","psr/log":"^1.1|^2.0|^3.0","rubix/tensor":"^3.0","symfony/polyfill-mbstring":"^1.0"}},{"version":"3.0.0-rc2","version_normalized":"3.0.0.0-RC2","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"46c3a31b5b0d489eac1a34a47e117191bdc386bb"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/46c3a31b5b0d489eac1a34a47e117191bdc386bb","type":"zip","shasum":"","reference":"46c3a31b5b0d489eac1a34a47e117191bdc386bb"},"time":"2026-09-14T18:41:12+00:00","published-time":"2026-09-14T20:46:38+00:00"},{"version":"3.0.0-rc1","version_normalized":"3.0.0.0-RC1","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"160fd97f22d57af2bccef73ce6bbea90101c63c1"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/160fd97f22d57af2bccef73ce6bbea90101c63c1","type":"zip","shasum":"","reference":"160fd97f22d57af2bccef73ce6bbea90101c63c1"},"time":"2026-09-11T16:18:15+00:00","published-time":"2026-09-11T16:24:25+00:00"},{"version":"2.6.1","version_normalized":"2.6.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"cd708bdbda55a9e96394969a4490baa3b0820624"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/cd708bdbda55a9e96394969a4490baa3b0820624","type":"zip","shasum":"","reference":"cd708bdbda55a9e96394969a4490baa3b0820624"},"time":"2026-10-06T19:51:35+00:00","published-time":"2026-10-06T20:14:28+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","andrewdalpino/okbloomer":"^1.0","psr/log":"^1.1|^2.0|^3.0","rubix/tensor":"^3.1","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","symfony/polyfill-php82":"^1.27","symfony/polyfill-php83":"^1.27","wamania/php-stemmer":"^4.0"},"require-dev":{"friendsofphp/php-cs-fixer":"^3.0","phpbench/phpbench":"^1.0","phpstan/extension-installer":"^1.0","phpstan/phpstan":"^1.0","phpstan/phpstan-phpunit":"^1.0","phpunit/phpunit":"^9.0"},"suggest":{"ext-tensor":"For fast Matrix/Vector computing","ext-gd":"For image support","ext-mbstring":"For fast multibyte string manipulation","ext-svm":"For Support Vector Machine engine (libsvm)"}},{"version":"2.6.0","version_normalized":"2.6.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"8fdea4a0607ec44dadf91d83e706b4e393fa2db5"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/8fdea4a0607ec44dadf91d83e706b4e393fa2db5","type":"zip","shasum":"","reference":"8fdea4a0607ec44dadf91d83e706b4e393fa2db5"},"time":"2026-09-18T22:28:55+00:00","published-time":"2026-09-18T22:32:52+00:00"},{"version":"2.5.15","version_normalized":"2.5.15.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"959964963fdb94ebdb9905eadd084a47dedba918"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/959964963fdb94ebdb9905eadd084a47dedba918","type":"zip","shasum":"","reference":"959964963fdb94ebdb9905eadd084a47dedba918"},"time":"2026-09-15T22:17:06+00:00","published-time":"2026-09-15T22:40:11+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","andrewdalpino/okbloomer":"^1.0","psr/log":"^1.1|^2.0|^3.0","rubix/tensor":"^3.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","symfony/polyfill-php82":"^1.27","symfony/polyfill-php83":"^1.27","wamania/php-stemmer":"^4.0"}},{"version":"2.5.13","version_normalized":"2.5.13.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"67ec50e5aab4b6f1dfbb46ad177fd18397f0f35c"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/67ec50e5aab4b6f1dfbb46ad177fd18397f0f35c","type":"zip","shasum":"","reference":"67ec50e5aab4b6f1dfbb46ad177fd18397f0f35c"},"time":"2026-09-08T01:58:56+00:00","published-time":"2026-09-08T01:59:43+00:00"},{"version":"2.5.12","version_normalized":"2.5.12.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"fae9b97895a52b71bc47254fc466dcdd3d6b8e1f"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/fae9b97895a52b71bc47254fc466dcdd3d6b8e1f","type":"zip","shasum":"","reference":"fae9b97895a52b71bc47254fc466dcdd3d6b8e1f"},"time":"2026-09-05T22:32:09+00:00","published-time":"2026-09-06T00:09:58+00:00"},{"version":"2.5.11","version_normalized":"2.5.11.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"115eec039a36ee5d10d61645fbbb68222dfe3a08"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/115eec039a36ee5d10d61645fbbb68222dfe3a08","type":"zip","shasum":"","reference":"115eec039a36ee5d10d61645fbbb68222dfe3a08"},"time":"2026-08-30T02:05:54+00:00","published-time":"2026-08-30T19:00:32+00:00"},{"version":"2.5.10","version_normalized":"2.5.10.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"165fa6829125bb941542003180f0411a79deaf82"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/165fa6829125bb941542003180f0411a79deaf82","type":"zip","shasum":"","reference":"165fa6829125bb941542003180f0411a79deaf82"},"time":"2026-08-29T17:08:51+00:00","published-time":"2026-08-29T17:39:03+00:00"},{"version":"2.5.9","version_normalized":"2.5.9.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"74996f9bb74d19ed052cfd439595ed3421f0642f"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/74996f9bb74d19ed052cfd439595ed3421f0642f","type":"zip","shasum":"","reference":"74996f9bb74d19ed052cfd439595ed3421f0642f"},"time":"2026-08-27T18:22:20+00:00","published-time":"2026-08-28T18:07:46+00:00"},{"version":"2.5.8","version_normalized":"2.5.8.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"3319fb6c440a028dcc392bea49bf51316d7fe034"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/3319fb6c440a028dcc392bea49bf51316d7fe034","type":"zip","shasum":"","reference":"3319fb6c440a028dcc392bea49bf51316d7fe034"},"time":"2026-08-25T19:44:12+00:00","published-time":"2026-08-25T19:45:14+00:00"},{"version":"2.5.7","version_normalized":"2.5.7.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"3b55139fbf1677b2ff9c2210610b761acea00c51"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/3b55139fbf1677b2ff9c2210610b761acea00c51","type":"zip","shasum":"","reference":"3b55139fbf1677b2ff9c2210610b761acea00c51"},"time":"2026-08-23T16:41:57+00:00","published-time":"2026-08-23T17:05:52+00:00"},{"version":"2.5.6","version_normalized":"2.5.6.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"2a480de1a3bac8d98f5e0b8bddeb04ce199591fb"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/2a480de1a3bac8d98f5e0b8bddeb04ce199591fb","type":"zip","shasum":"","reference":"2a480de1a3bac8d98f5e0b8bddeb04ce199591fb"},"time":"2026-08-22T03:09:05+00:00","published-time":"2026-08-22T03:15:41+00:00"},{"version":"2.5.5","version_normalized":"2.5.5.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"29ff662115245de6f4b5d092ba688799b693c7d9"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/29ff662115245de6f4b5d092ba688799b693c7d9","type":"zip","shasum":"","reference":"29ff662115245de6f4b5d092ba688799b693c7d9"},"time":"2026-08-16T03:02:06+00:00","published-time":"2026-08-18T19:01:32+00:00"},{"version":"2.5.4","version_normalized":"2.5.4.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"64ec8d82d659e72ce4468530162bf2dd3938809c"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/64ec8d82d659e72ce4468530162bf2dd3938809c","type":"zip","shasum":"","reference":"64ec8d82d659e72ce4468530162bf2dd3938809c"},"time":"2026-08-16T00:57:57+00:00","published-time":"2026-08-16T01:07:34+00:00"},{"version":"2.5.3","version_normalized":"2.5.3.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"e0960dcb19c9722ccbc4826f5b9417a75fa01613"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/e0960dcb19c9722ccbc4826f5b9417a75fa01613","type":"zip","shasum":"","reference":"e0960dcb19c9722ccbc4826f5b9417a75fa01613"},"time":"2025-10-01T17:52:15+00:00","published-time":"2025-10-01T17:56:56+00:00"},{"homepage":"https://rubixml.com","version":"2.5.2","version_normalized":"2.5.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"59782a24bd09f0faa00e7df335fd58ca288d1eab"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/59782a24bd09f0faa00e7df335fd58ca288d1eab","type":"zip","shasum":"","reference":"59782a24bd09f0faa00e7df335fd58ca288d1eab"},"support":{"chat":"https://t.me/RubixML","docs":"https://docs.rubixml.com","issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML"},"time":"2024-11-09T23:02:27+00:00","published-time":"2024-11-09T23:07:37+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","andrewdalpino/okbloomer":"^1.0","psr/log":"^1.1|^2.0|^3.0","rubix/tensor":"^3.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","symfony/polyfill-php82":"^1.27","symfony/polyfill-php83":"^1.27","wamania/php-stemmer":"^3.0"}},{"version":"2.5.1","version_normalized":"2.5.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"85d7d4be9f3f75ec4fea24a4213442e5c14d3853"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/85d7d4be9f3f75ec4fea24a4213442e5c14d3853","type":"zip","shasum":"","reference":"85d7d4be9f3f75ec4fea24a4213442e5c14d3853"},"time":"2024-08-31T22:53:34+00:00","published-time":"2024-08-31T22:58:26+00:00"},{"version":"2.5.0","version_normalized":"2.5.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"d43a5f2cd714277c10f74096cc5776ce4c828354"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/d43a5f2cd714277c10f74096cc5776ce4c828354","type":"zip","shasum":"","reference":"d43a5f2cd714277c10f74096cc5776ce4c828354"},"time":"2024-05-23T17:44:44+00:00","published-time":"2024-05-23T17:45:37+00:00"},{"version":"2.4.0","version_normalized":"2.4.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"e804cdc318801545307ed4a0f3a835fcf22f5864"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/e804cdc318801545307ed4a0f3a835fcf22f5864","type":"zip","shasum":"","reference":"e804cdc318801545307ed4a0f3a835fcf22f5864"},"time":"2023-05-26T16:49:18+00:00","published-time":"2023-05-26T16:55:44+00:00"},{"version":"2.3.2","version_normalized":"2.3.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"79100cb37aa0513e4c313d6568b29143a6766d7f"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/79100cb37aa0513e4c313d6568b29143a6766d7f","type":"zip","shasum":"","reference":"79100cb37aa0513e4c313d6568b29143a6766d7f"},"time":"2023-05-13T19:12:38+00:00","published-time":"2023-05-13T19:14:17+00:00","suggest":{"ext-tensor":"For fast Matrix/Vector computing","rubix/extras":"For experimental features","ext-gd":"For image support","ext-mbstring":"For fast multibyte string manipulation","ext-svm":"For Support Vector Machine engine (libsvm)"}},{"version":"2.3.1","version_normalized":"2.3.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"65ae632dfe9f72a68fb0dc9e42b31804108be2d8"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/65ae632dfe9f72a68fb0dc9e42b31804108be2d8","type":"zip","shasum":"","reference":"65ae632dfe9f72a68fb0dc9e42b31804108be2d8"},"time":"2023-03-07T01:45:04+00:00","published-time":"2023-03-07T01:56:39+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","andrewdalpino/okbloomer":"^1.0","psr/log":"^1.1|^2.0|^3.0","rubix/tensor":"^3.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","symfony/polyfill-php82":"^1.27","symfony/polyfill-php83":"^1.27","wamania/php-stemmer":"^2.0"}},{"version":"2.3.0","version_normalized":"2.3.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"d0de8a0f07b65d9f5668a2f2ccaceb505b094f31"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/d0de8a0f07b65d9f5668a2f2ccaceb505b094f31","type":"zip","shasum":"","reference":"d0de8a0f07b65d9f5668a2f2ccaceb505b094f31"},"time":"2022-12-31T01:32:18+00:00","published-time":"2022-12-31T01:33:51+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^3.0","andrewdalpino/okbloomer":"^1.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","wamania/php-stemmer":"^2.0"}},{"version":"2.2.2","version_normalized":"2.2.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"3f0b211333b8213744b35284d3ebbc22884a8347"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/3f0b211333b8213744b35284d3ebbc22884a8347","type":"zip","shasum":"","reference":"3f0b211333b8213744b35284d3ebbc22884a8347"},"time":"2022-12-06T22:55:14+00:00","published-time":"2022-12-06T22:56:27+00:00"},{"version":"2.2.1","version_normalized":"2.2.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"4cda6bc1b103a70e019c5dbed2093f683d9dd02a"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/4cda6bc1b103a70e019c5dbed2093f683d9dd02a","type":"zip","shasum":"","reference":"4cda6bc1b103a70e019c5dbed2093f683d9dd02a"},"time":"2022-10-15T20:13:35+00:00","published-time":"2022-10-15T20:15:23+00:00"},{"version":"2.2.0","version_normalized":"2.2.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"b813162f76009550899acb554d28693abda3b2c7"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/b813162f76009550899acb554d28693abda3b2c7","type":"zip","shasum":"","reference":"b813162f76009550899acb554d28693abda3b2c7"},"time":"2022-10-01T17:56:03+00:00","published-time":"2022-10-01T17:58:31+00:00"},{"version":"2.1.1","version_normalized":"2.1.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"e7b63e1d2d05e3842c51d41ca76812727366826d"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/e7b63e1d2d05e3842c51d41ca76812727366826d","type":"zip","shasum":"","reference":"e7b63e1d2d05e3842c51d41ca76812727366826d"},"time":"2022-09-12T23:57:11+00:00","published-time":"2022-09-13T00:10:09+00:00"},{"version":"2.1.0","version_normalized":"2.1.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"42852b3972a21e66dcacf88e1a44a5c3d84df014"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/42852b3972a21e66dcacf88e1a44a5c3d84df014","type":"zip","shasum":"","reference":"42852b3972a21e66dcacf88e1a44a5c3d84df014"},"time":"2022-07-30T19:42:49+00:00","published-time":"2022-07-30T19:52:40+00:00"},{"version":"2.0.2","version_normalized":"2.0.2.0","authors":[{"name":"Andrew DalPino","email":"support@andrewdalpino.com","homepage":"https://github.com/andrewdalpino","role":"Project Lead"},{"name":"Contributors","homepage":"https://github.com/RubixML/ML/graphs/contributors"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"f26bbc2f7fb0bfe06f5cc8236df7a942f38bfa5a"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/f26bbc2f7fb0bfe06f5cc8236df7a942f38bfa5a","type":"zip","shasum":"","reference":"f26bbc2f7fb0bfe06f5cc8236df7a942f38bfa5a"},"support":{"chat":"https://t.me/RubixML","docs":"https://docs.rubixml.com","email":"support@andrewdalpino.com","issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML"},"time":"2022-06-03T23:10:14+00:00","published-time":"2022-06-03T23:12:21+00:00"},{"version":"2.0.1","version_normalized":"2.0.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"c8a28404a6f373f38ef681e1418e999c1eaab05e"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/c8a28404a6f373f38ef681e1418e999c1eaab05e","type":"zip","shasum":"","reference":"c8a28404a6f373f38ef681e1418e999c1eaab05e"},"time":"2022-04-03T07:13:33+00:00","published-time":"2022-04-03T07:15:05+00:00"},{"version":"2.0.0","version_normalized":"2.0.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"101823009b68d07f4946e0b18564444bd98b3db5"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/101823009b68d07f4946e0b18564444bd98b3db5","type":"zip","shasum":"","reference":"101823009b68d07f4946e0b18564444bd98b3db5"},"time":"2022-03-30T01:23:14+00:00","published-time":"2022-03-30T01:59:58+00:00"},{"version":"1.3.5","version_normalized":"1.3.5.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"3e23ef45f45cbe029c9713b1fea8f1d13d657223"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/3e23ef45f45cbe029c9713b1fea8f1d13d657223","type":"zip","shasum":"","reference":"3e23ef45f45cbe029c9713b1fea8f1d13d657223"},"time":"2022-12-06T22:59:52+00:00","published-time":"2022-12-06T23:01:41+00:00"},{"version":"1.3.4","version_normalized":"1.3.4.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"cc27290bbdcff2e951d5c29e9b9ec134f067dabe"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/cc27290bbdcff2e951d5c29e9b9ec134f067dabe","type":"zip","shasum":"","reference":"cc27290bbdcff2e951d5c29e9b9ec134f067dabe"},"time":"2022-06-03T23:05:50+00:00","published-time":"2022-06-03T23:11:47+00:00"},{"version":"1.3.2","version_normalized":"1.3.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"14eed453a5247cad2a0c153408d3b103b0565a48"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/14eed453a5247cad2a0c153408d3b103b0565a48","type":"zip","shasum":"","reference":"14eed453a5247cad2a0c153408d3b103b0565a48"},"time":"2022-02-20T08:36:14+00:00","published-time":"2022-02-22T01:50:41+00:00"},{"version":"1.3.1","version_normalized":"1.3.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"618a5b2c0d9f2a932814c72fe84e39a7719a2438"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/618a5b2c0d9f2a932814c72fe84e39a7719a2438","type":"zip","shasum":"","reference":"618a5b2c0d9f2a932814c72fe84e39a7719a2438"},"time":"2021-12-08T21:48:07+00:00","published-time":"2021-12-08T21:52:09+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^3.0","scienide/okbloomer":"^1.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","wamania/php-stemmer":"^2.0"},"require-dev":{"friendsofphp/php-cs-fixer":"3.1.*","phpbench/phpbench":"^1.0","phpstan/extension-installer":"^1.0","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"^9.0"}},{"version":"1.3.0","version_normalized":"1.3.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"ffcae740d1242285c3bb32a934208f8ef8dd2b71"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/ffcae740d1242285c3bb32a934208f8ef8dd2b71","type":"zip","shasum":"","reference":"ffcae740d1242285c3bb32a934208f8ef8dd2b71"},"time":"2021-12-04T20:52:26+00:00","published-time":"2021-12-04T20:53:52+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^3.0","scienide/okbloomer":"^1.0@beta","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","wamania/php-stemmer":"^2.0"}},{"version":"1.2.3","version_normalized":"1.2.3.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"881efc6f455c349e7ce3c04df7994f93514a470b"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/881efc6f455c349e7ce3c04df7994f93514a470b","type":"zip","shasum":"","reference":"881efc6f455c349e7ce3c04df7994f93514a470b"},"time":"2021-11-10T00:21:37+00:00","published-time":"2021-11-10T21:37:55+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","scienide/tensor":"^3.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","wamania/php-stemmer":"^2.0"}},{"version":"1.2.2","version_normalized":"1.2.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"af69742ac6b67d3b98fd85efea85a4233c86342a"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/af69742ac6b67d3b98fd85efea85a4233c86342a","type":"zip","shasum":"","reference":"af69742ac6b67d3b98fd85efea85a4233c86342a"},"time":"2021-10-30T20:45:22+00:00","published-time":"2021-10-31T21:16:53+00:00"},{"version":"1.2.1","version_normalized":"1.2.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"ec2c41c2f3105c24320bed53527e660613fe619a"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/ec2c41c2f3105c24320bed53527e660613fe619a","type":"zip","shasum":"","reference":"ec2c41c2f3105c24320bed53527e660613fe619a"},"time":"2021-10-11T00:39:55+00:00","published-time":"2021-10-11T00:42:21+00:00"},{"version":"1.2.0","version_normalized":"1.2.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"b0979df19a4d78b8beaed120dc630675c48978af"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/b0979df19a4d78b8beaed120dc630675c48978af","type":"zip","shasum":"","reference":"b0979df19a4d78b8beaed120dc630675c48978af"},"time":"2021-08-01T19:24:36+00:00","published-time":"2021-08-01T19:15:15+00:00","require-dev":{"friendsofphp/php-cs-fixer":"2.18.*","phpbench/phpbench":"^1.0","phpstan/extension-installer":"^1.0","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"^9.0"}},{"version":"1.1.3","version_normalized":"1.1.3.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"91c0a44f9c45157402a1fbaf578777e4458d5da6"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/91c0a44f9c45157402a1fbaf578777e4458d5da6","type":"zip","shasum":"","reference":"91c0a44f9c45157402a1fbaf578777e4458d5da6"},"funding":[{"url":"https://github.com/sponsors/RubixML","type":"github"}],"time":"2021-07-14T04:10:48+00:00","published-time":"2021-07-14T04:15:26+00:00"},{"version":"1.1.2","version_normalized":"1.1.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"78f4bad4eca0b0c0719f42ce77396dfe2cf9479f"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/78f4bad4eca0b0c0719f42ce77396dfe2cf9479f","type":"zip","shasum":"","reference":"78f4bad4eca0b0c0719f42ce77396dfe2cf9479f"},"time":"2021-07-06T06:43:39+00:00","published-time":"2021-07-06T06:45:39+00:00"},{"version":"1.1.1","version_normalized":"1.1.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"abd5e5c3ba9b5d567ed783c0b5d678ed04970adb"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/abd5e5c3ba9b5d567ed783c0b5d678ed04970adb","type":"zip","shasum":"","reference":"abd5e5c3ba9b5d567ed783c0b5d678ed04970adb"},"time":"2021-07-05T23:23:24+00:00","published-time":"2021-07-05T08:10:11+00:00"},{"version":"1.1.0","version_normalized":"1.1.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"23d2abf770a627bdd0e1cbcb324e60a2ad8409b4"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/23d2abf770a627bdd0e1cbcb324e60a2ad8409b4","type":"zip","shasum":"","reference":"23d2abf770a627bdd0e1cbcb324e60a2ad8409b4"},"time":"2021-07-05T06:42:05+00:00","published-time":"2021-07-04T03:03:05+00:00"},{"version":"1.0.3","version_normalized":"1.0.3.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"95ec40d2a5925c39ad8c23dd5668aa77f9a78aa7"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/95ec40d2a5925c39ad8c23dd5668aa77f9a78aa7","type":"zip","shasum":"","reference":"95ec40d2a5925c39ad8c23dd5668aa77f9a78aa7"},"time":"2021-06-19T06:05:51+00:00","published-time":"2021-06-19T06:08:44+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.2","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17","wamania/php-stemmer":"^2.0"}},{"version":"1.0.2","version_normalized":"1.0.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"fc80e707a3e10ad8216da02c6f8fb0aa76db94a2"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/fc80e707a3e10ad8216da02c6f8fb0aa76db94a2","type":"zip","shasum":"","reference":"fc80e707a3e10ad8216da02c6f8fb0aa76db94a2"},"time":"2021-05-26T05:54:58+00:00","published-time":"2021-05-26T05:56:57+00:00","require-dev":{"friendsofphp/php-cs-fixer":"2.18.*","phpbench/phpbench":"1.0.0-alpha8","phpstan/extension-installer":"^1.0","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.5.*"}},{"version":"1.0.1","version_normalized":"1.0.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"d7a85e0fa75890451d77d0a92c601baa6daf2259"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/d7a85e0fa75890451d77d0a92c601baa6daf2259","type":"zip","shasum":"","reference":"d7a85e0fa75890451d77d0a92c601baa6daf2259"},"time":"2021-05-25T06:26:59+00:00","published-time":"2021-05-25T04:17:59+00:00"},{"version":"1.0.0","version_normalized":"1.0.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"59566e45922199b43c426c70ef1d9f98ea4a7214"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/59566e45922199b43c426c70ef1d9f98ea4a7214","type":"zip","shasum":"","reference":"59566e45922199b43c426c70ef1d9f98ea4a7214"},"time":"2021-05-08T20:28:05+00:00","published-time":"2021-05-08T20:10:51+00:00"},{"version":"1.0.0-rc1","version_normalized":"1.0.0.0-RC1","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"2faf539b89bbb14235fdd290f1a6c8573ae3c3f9"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/2faf539b89bbb14235fdd290f1a6c8573ae3c3f9","type":"zip","shasum":"","reference":"2faf539b89bbb14235fdd290f1a6c8573ae3c3f9"},"time":"2021-05-03T18:35:38+00:00","published-time":"2021-05-03T19:11:05+00:00"},{"version":"1.0.0-beta2","version_normalized":"1.0.0.0-beta2","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"e88bb076ea2823c0945b250c32bfc38a29c2b94d"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/e88bb076ea2823c0945b250c32bfc38a29c2b94d","type":"zip","shasum":"","reference":"e88bb076ea2823c0945b250c32bfc38a29c2b94d"},"time":"2021-04-18T05:50:11+00:00","published-time":"2021-04-18T16:53:42+00:00","require":{"php":">=7.4","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.2","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17"}},{"version":"1.0.0-beta1","version_normalized":"1.0.0.0-beta1","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"9c58eae75621be796afac8399dae4dd086004fe7"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/9c58eae75621be796afac8399dae4dd086004fe7","type":"zip","shasum":"","reference":"9c58eae75621be796afac8399dae4dd086004fe7"},"time":"2021-04-12T21:28:10+00:00","published-time":"2021-04-12T00:57:03+00:00","require":{"php":">=7.2","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.2","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php73":"^1.20","symfony/polyfill-php80":"^1.17"},"suggest":{"ext-tensor":"For fast Matrix/Vector computing","rubix/extras":"For experimental features","ext-svm":"For Support Vector Machine engine (libsvm)","ext-mbstring":"For fast multibyte string manipulation","ext-gd":"For image manipulation"}},{"version":"0.4.3","version_normalized":"0.4.3.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"a09521a9cee7be88cbb6671cf647d27547289667"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/a09521a9cee7be88cbb6671cf647d27547289667","type":"zip","shasum":"","reference":"a09521a9cee7be88cbb6671cf647d27547289667"},"time":"2022-10-06T20:25:06+00:00","published-time":"2022-10-06T20:29:30+00:00","require":{"php":">=7.2","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.2","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php73":"^1.20","symfony/polyfill-php80":"^1.17","league/flysystem":"^2.1.1"},"require-dev":{"friendsofphp/php-cs-fixer":"2.18.*","league/flysystem-memory":"^2.0","phpbench/phpbench":"1.0.0-alpha6","phpstan/extension-installer":"^1.0","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.5.*"},"suggest":{"ext-tensor":"For fast Matrix/Vector computing","rubix/extras":"For experimental features","ext-svm":"For Support Vector Machine engine (libsvm)","ext-mbstring":"For fast multibyte string manipulation","ext-gd":"For image manipulation","ext-redis":"To persist models to a Redis DB","ext-igbinary":"For binary serialization of persistables"}},{"version":"0.4.2","version_normalized":"0.4.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"51f6f02f3d719b8f1c8641ff10accd9339fe691e"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/51f6f02f3d719b8f1c8641ff10accd9339fe691e","type":"zip","shasum":"","reference":"51f6f02f3d719b8f1c8641ff10accd9339fe691e"},"time":"2022-02-12T00:57:06+00:00","published-time":"2022-02-12T01:01:58+00:00","require":{"php":">=7.2","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.2","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php73":"^1.20","symfony/polyfill-php80":"^1.17","league/flysystem":"~2.0.2"}},{"version":"0.4.1","version_normalized":"0.4.1.0","authors":[{"name":"Andrew DalPino","homepage":"https://github.com/andrewdalpino","role":"Lead Engineer"},{"name":"Contributors","homepage":"https://github.com/RubixML/ML/graphs/contributors"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"d34f8aedce1228a8c9eccc52075a06430e2de92b"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/d34f8aedce1228a8c9eccc52075a06430e2de92b","type":"zip","shasum":"","reference":"d34f8aedce1228a8c9eccc52075a06430e2de92b"},"support":{"chat":"https://t.me/RubixML","docs":"https://docs.rubixml.com","email":"support@rubixml.com","issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML"},"time":"2021-03-28T01:48:47+00:00","published-time":"2021-03-28T01:47:04+00:00"},{"version":"0.4.0","version_normalized":"0.4.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"5c52364432a7fb1a1139d707b6809163b2733305"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/5c52364432a7fb1a1139d707b6809163b2733305","type":"zip","shasum":"","reference":"5c52364432a7fb1a1139d707b6809163b2733305"},"time":"2021-03-07T05:16:44+00:00","published-time":"2021-03-07T05:18:49+00:00"},{"version":"0.3.2","version_normalized":"0.3.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"61f671d8a91d0e07a30a131da3289ce7e1fefff4"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/61f671d8a91d0e07a30a131da3289ce7e1fefff4","type":"zip","shasum":"","reference":"61f671d8a91d0e07a30a131da3289ce7e1fefff4"},"time":"2021-02-20T11:57:53+00:00","published-time":"2021-02-20T22:45:34+00:00","require":{"php":">=7.2","ext-json":"*","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php73":"^1.20","symfony/polyfill-php80":"^1.17","league/flysystem":"~2.0.2"},"require-dev":{"friendsofphp/php-cs-fixer":"2.18.*","league/flysystem-memory":"^2.0","phpbench/phpbench":"1.0.0-alpha4","phpstan/extension-installer":"^1.0","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.5.*"}},{"version":"0.3.1","version_normalized":"0.3.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"67c62229ac564351bb7c3ce53ca42a664a2dc797"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/67c62229ac564351bb7c3ce53ca42a664a2dc797","type":"zip","shasum":"","reference":"67c62229ac564351bb7c3ce53ca42a664a2dc797"},"support":{"chat":"https://t.me/RubixML","docs":"https://docs.rubixml.com/en/latest","email":"support@rubixml.com","issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML"},"time":"2021-01-11T02:06:22+00:00","published-time":"2021-01-11T04:19:03+00:00","require-dev":{"friendsofphp/php-cs-fixer":"2.17.*","league/flysystem-memory":"^2.0","phpbench/phpbench":"1.0.0-alpha4","phpstan/extension-installer":"^1.0","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.5.*"}},{"version":"0.3.0","version_normalized":"0.3.0.0","authors":[{"name":"Andrew DalPino","homepage":"https://github.com/andrewdalpino","role":"Lead Engineer"},{"name":"Contributors","homepage":"https://github.com/RubixML/RubixML/graphs/contributors"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"0d46f033ea0140dd64965fe9b5e3beb353e4174c"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/0d46f033ea0140dd64965fe9b5e3beb353e4174c","type":"zip","shasum":"","reference":"0d46f033ea0140dd64965fe9b5e3beb353e4174c"},"support":{"chat":"https://t.me/RubixML","docs":"https://docs.rubixml.com/en/latest","email":"support@rubixml.com","issues":"https://github.com/RubixML/RubixML/issues","source":"https://github.com/RubixML/RubixML"},"time":"2021-01-01T01:13:50+00:00","published-time":"2021-01-01T01:18:58+00:00","require-dev":{"friendsofphp/php-cs-fixer":"2.16.*","league/flysystem-memory":"^2.0","phpbench/phpbench":"0.17.*","phpstan/extension-installer":"^1.0","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.5.*"}},{"version":"0.2.4","version_normalized":"0.2.4.0","authors":[{"name":"Andrew DalPino","email":"me@andrewdalpino.com","homepage":"https://andrewdalpino.com","role":"Lead Engineer"},{"name":"Contributors","homepage":"https://github.com/RubixML/RubixML/graphs/contributors"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"87a92f390a087b5b2e923d7e54aaf476ead664ec"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/87a92f390a087b5b2e923d7e54aaf476ead664ec","type":"zip","shasum":"","reference":"87a92f390a087b5b2e923d7e54aaf476ead664ec"},"time":"2020-11-30T05:30:14+00:00","published-time":"2020-11-30T05:32:57+00:00","require":{"php":">=7.2","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php73":"^1.20","symfony/polyfill-php80":"^1.17"},"require-dev":{"friendsofphp/php-cs-fixer":"2.16.*","phpbench/phpbench":"0.17.*","phpstan/extension-installer":"^1.0","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.5.*"}},{"version":"0.2.3","version_normalized":"0.2.3.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"bde4eb8275a6a99e4eca90b4a02f4dba98608785"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/bde4eb8275a6a99e4eca90b4a02f4dba98608785","type":"zip","shasum":"","reference":"bde4eb8275a6a99e4eca90b4a02f4dba98608785"},"time":"2020-10-25T11:31:33+00:00","published-time":"2020-10-25T11:33:44+00:00","require":{"php":">=7.2","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.0","symfony/polyfill-mbstring":"^1.0","symfony/polyfill-php80":"^1.17"}},{"version":"0.2.2","version_normalized":"0.2.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"64549cbaded285e3ddd12bda7cb53b97134320c4"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/64549cbaded285e3ddd12bda7cb53b97134320c4","type":"zip","shasum":"","reference":"64549cbaded285e3ddd12bda7cb53b97134320c4"},"time":"2020-10-03T21:54:40+00:00","published-time":"2020-10-04T23:33:04+00:00","require-dev":{"friendsofphp/php-cs-fixer":"2.16.*","phpbench/phpbench":"0.17.*","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.5.*"}},{"version":"0.2.1","version_normalized":"0.2.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"7d78232e6f6ce439a822453389f2e442646eec04"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/7d78232e6f6ce439a822453389f2e442646eec04","type":"zip","shasum":"","reference":"7d78232e6f6ce439a822453389f2e442646eec04"},"time":"2020-09-27T08:24:41+00:00","published-time":"2020-09-27T08:15:13+00:00"},{"version":"0.2.0","version_normalized":"0.2.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"a0ce91dc30033c1eaf15bd2b788bc70564364bdb"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/a0ce91dc30033c1eaf15bd2b788bc70564364bdb","type":"zip","shasum":"","reference":"a0ce91dc30033c1eaf15bd2b788bc70564364bdb"},"funding":[{"url":"https://github.com/sponsors/RubixML","type":"github"},{"url":"https://www.patreon.com/rubixml","type":"patreon"}],"time":"2020-09-13T19:08:14+00:00","published-time":"2020-09-13T19:10:03+00:00"},{"keywords":["php","cart","analytics","classification","Algorithm","inference","data mining","dataset","artificial intelligence","recommendation","Neural network","classifier","etl","nlp","machine learning","prediction","svm","ml","ensemble","natural language processing","clustering","regression","ai","image recognition","k-means","Rubix","Linear regression","kmeans","data science","Deep learning","feature extraction","knn","nearest neighbors","estimator","naive bayes","predictive modeling","anomaly detection","manifold learning","dimensionality reduction","cross validation","k-nearest neighbors","adaboost","dbscan","feature selection","feature importance","gaussian mixture","gmm","gradient boost","grid search","imputation","isolation forest","loda","local outlier factor","logistic regression","mean shift","multilayer perceptron","php ml","random forest","regressor","rubixml","rubix ml","support vector machine","t-sne","tsne","outlier detection","php machine learning","text mining","softmax","lof","ridge","supervised learning","unsupervised learning","mlp","php ai"],"version":"0.1.6","version_normalized":"0.1.6.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"851a507ebf8a0f52555d92144458a418926c6c04"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/851a507ebf8a0f52555d92144458a418926c6c04","type":"zip","shasum":"","reference":"851a507ebf8a0f52555d92144458a418926c6c04"},"time":"2020-09-10T23:20:29+00:00","published-time":"2020-09-13T18:54:36+00:00"},{"version":"0.1.5","version_normalized":"0.1.5.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"a6956c80bf3720e9aa4a76950ae5fe160c0c3f2e"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/a6956c80bf3720e9aa4a76950ae5fe160c0c3f2e","type":"zip","shasum":"","reference":"a6956c80bf3720e9aa4a76950ae5fe160c0c3f2e"},"time":"2020-09-07T09:41:30+00:00","published-time":"2020-09-07T03:21:05+00:00"},{"version":"0.1.4","version_normalized":"0.1.4.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"e8bf1d30dd3aaf6f7152a70557830820da73fded"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/e8bf1d30dd3aaf6f7152a70557830820da73fded","type":"zip","shasum":"","reference":"e8bf1d30dd3aaf6f7152a70557830820da73fded"},"time":"2020-08-29T09:22:14+00:00","published-time":"2020-08-30T07:31:32+00:00"},{"version":"0.1.3","version_normalized":"0.1.3.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"421816cbed58931647a960c3d5f282dacfb0adca"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/421816cbed58931647a960c3d5f282dacfb0adca","type":"zip","shasum":"","reference":"421816cbed58931647a960c3d5f282dacfb0adca"},"time":"2020-08-25T04:44:41+00:00","published-time":"2020-08-24T22:47:11+00:00"},{"version":"0.1.2","version_normalized":"0.1.2.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"28450186b8cf7d9d4a34e5e15bb7122c9bd60153"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/28450186b8cf7d9d4a34e5e15bb7122c9bd60153","type":"zip","shasum":"","reference":"28450186b8cf7d9d4a34e5e15bb7122c9bd60153"},"time":"2020-08-15T07:54:20+00:00","published-time":"2020-08-15T07:57:00+00:00"},{"keywords":["php","cart","analytics","classification","Algorithm","inference","data mining","dataset","artificial intelligence","recommendation","Neural network","classifier","etl","nlp","machine learning","prediction","svm","ml","ensemble","natural language processing","clustering","regression","ai","image recognition","k-means","Rubix","Linear regression","kmeans","data science","Deep learning","feature extraction","knn","nearest neighbors","estimator","naive bayes","predictive modeling","anomaly detection","manifold learning","dimensionality reduction","cross validation","k-nearest neighbors","adaboost","dbscan","feature selection","feature importance","gaussian mixture","gmm","gradient boost","grid search","imputation","isolation forest","loda","local outlier factor","logistic regression","mean shift","multilayer perceptron","php ml","random forest","regressor","rubixml","rubix ml","support vector machine","t-sne","tsne","outlier detection","php machine learning","text mining","softmax","lof","ridge","supervised learning","unsupervised learning","mlp"],"version":"0.1.1","version_normalized":"0.1.1.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"228780ba5ac4e739b8c00339bf38cde8c98e4fd3"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/228780ba5ac4e739b8c00339bf38cde8c98e4fd3","type":"zip","shasum":"","reference":"228780ba5ac4e739b8c00339bf38cde8c98e4fd3"},"time":"2020-08-08T00:23:03+00:00","published-time":"2020-08-08T00:24:20+00:00"},{"version":"0.1.0","version_normalized":"0.1.0.0","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"6f9becf362f18cfcc386f2c0cee6cb1ab8f6d544"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/6f9becf362f18cfcc386f2c0cee6cb1ab8f6d544","type":"zip","shasum":"","reference":"6f9becf362f18cfcc386f2c0cee6cb1ab8f6d544"},"time":"2020-08-06T22:11:53+00:00","published-time":"2020-08-06T22:49:09+00:00"},{"keywords":["php","cart","analytics","classification","Algorithm","inference","data mining","dataset","artificial intelligence","recommendation","Neural network","classifier","nlp","machine learning","prediction","svm","ml","ensemble","natural language processing","clustering","regression","ai","image recognition","k-means","Rubix","Linear regression","kmeans","data science","Deep learning","feature extraction","knn","nearest neighbors","estimator","naive bayes","predictive modeling","anomaly detection","manifold learning","dimensionality reduction","cross validation","k-nearest neighbors","adaboost","dbscan","feature selection","feature importance","gaussian mixture","gmm","gradient boost","grid search","imputation","isolation forest","loda","local outlier factor","logistic regression","mean shift","multilayer perceptron","php ml","random forest","regressor","rubixml","rubix ml","support vector machine","t-sne","tsne","outlier detection","php machine learning","softmax","lof","ridge","supervised learning","unsupervised learning"],"version":"0.1.0-rc5","version_normalized":"0.1.0.0-RC5","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"52de8870b14efef0f0d5f033c03770f83e8bb985"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/52de8870b14efef0f0d5f033c03770f83e8bb985","type":"zip","shasum":"","reference":"52de8870b14efef0f0d5f033c03770f83e8bb985"},"time":"2020-07-08T04:22:33+00:00","published-time":"2020-07-08T04:25:51+00:00"},{"keywords":["php","analytics","classification","ml","clustering","regression","ai","k-means","Rubix","machine-learning","neural-network","deep-learning","artificial-intelligence","naive-bayes","data-science","data-mining","predictive-modeling","anomaly-detection","manifold-learning","dimensionality-reduction","cross-validation","feature-extraction","k-nearest-neighbors"],"version":"0.1.0-rc4","version_normalized":"0.1.0.0-RC4","authors":[{"name":"Andrew DalPino","email":"me@andrewdalpino.com","homepage":"https://andrewdalpino.com","role":"Lead Engineer"},{"name":"Core Team","email":"support@rubixml.com","homepage":"https://github.com/orgs/RubixML/teams/core"},{"name":"Contributors","homepage":"https://github.com/RubixML/RubixML/graphs/contributors"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"09336c84d8c543ab1dd75e566a261d67e5451599"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/09336c84d8c543ab1dd75e566a261d67e5451599","type":"zip","shasum":"","reference":"09336c84d8c543ab1dd75e566a261d67e5451599"},"support":{"docs":"https://docs.rubixml.com/en/latest","email":"support@rubixml.com","issues":"https://github.com/RubixML/RubixML/issues","source":"https://github.com/RubixML/RubixML"},"funding":[{"url":"https://github.com/RubixML","type":"github"},{"url":"https://github.com/andrewdalpino","type":"github"}],"time":"2020-06-08T01:56:37+00:00","published-time":"2020-06-08T02:02:05+00:00","require":{"php":">=7.2","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.0","symfony/polyfill-mbstring":"^1.0"},"suggest":{"ext-tensor":"For fast Matrix/Vector computing","ext-svm":"For Support Vector Machine engine (libsvm)","ext-mbstring":"For fast multibyte string manipulation","ext-gd":"For image manipulation","ext-redis":"To persist models to a Redis DB","ext-igbinary":"For binary serialization of persistables"}},{"version":"0.1.0-rc3","version_normalized":"0.1.0.0-RC3","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"403e933fa4b351cccc2c8923b17d3f8b059bdba7"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/403e933fa4b351cccc2c8923b17d3f8b059bdba7","type":"zip","shasum":"","reference":"403e933fa4b351cccc2c8923b17d3f8b059bdba7"},"time":"2020-05-10T05:51:56+00:00","published-time":"2020-05-11T21:52:39+00:00","require":{"php":">=7.2","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.0"},"require-dev":{"friendsofphp/php-cs-fixer":"2.16.*","phpbench/phpbench":"0.16.*","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.5.*"},"suggest":{"ext-tensor":"For fast Matrix/Vector computing","ext-svm":"For Support Vector Machine engine (libsvm)","ext-gd":"For image vectorization","ext-redis":"To persist models to a Redis DB","ext-igbinary":"For binary serialization of persistables"}},{"version":"0.1.0-rc2","version_normalized":"0.1.0.0-RC2","authors":[{"name":"Andrew DalPino","email":"me@andrewdalpino.com","homepage":"https://andrewdalpino.com","role":"Lead Engineer"},{"name":"Core Team","homepage":"https://github.com/orgs/RubixML/teams/core"},{"name":"Contributors","homepage":"https://github.com/RubixML/RubixML/graphs/contributors"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"d0872a0975583d60c8684f909f864f3670c7307a"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/d0872a0975583d60c8684f909f864f3670c7307a","type":"zip","shasum":"","reference":"d0872a0975583d60c8684f909f864f3670c7307a"},"support":{"docs":"https://docs.rubixml.com/en/latest","email":"contact@rubixml.com","issues":"https://github.com/RubixML/RubixML/issues","source":"https://github.com/RubixML/RubixML"},"time":"2020-04-03T01:19:18+00:00","published-time":"2020-04-03T00:55:09+00:00","require":{"php":">=7.2","amphp/parallel":"^1.3","psr/log":"^1.1","rubix/tensor":"^2.0.4"}},{"version":"0.1.0-rc1","version_normalized":"0.1.0.0-RC1","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"1ab148e780fa1b0a271a10ef67601b6727446639"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/1ab148e780fa1b0a271a10ef67601b6727446639","type":"zip","shasum":"","reference":"1ab148e780fa1b0a271a10ef67601b6727446639"},"time":"2020-04-02T03:27:04+00:00","published-time":"2020-04-02T07:38:30+00:00"},{"version":"0.0.20-rc1","version_normalized":"0.0.20.0-RC1","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"9d0ae61b222c3ec23bb43b57edc29f21fefdb9e9"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/9d0ae61b222c3ec23bb43b57edc29f21fefdb9e9","type":"zip","shasum":"","reference":"9d0ae61b222c3ec23bb43b57edc29f21fefdb9e9"},"time":"2020-02-29T22:56:13+00:00","published-time":"2021-03-17T09:58:07+00:00"},{"version":"0.0.19-beta","version_normalized":"0.0.19.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"a6ff0ecc4c9d31a30416c047670f008e2a3c666b"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/a6ff0ecc4c9d31a30416c047670f008e2a3c666b","type":"zip","shasum":"","reference":"a6ff0ecc4c9d31a30416c047670f008e2a3c666b"},"time":"2020-01-29T05:31:05+00:00","published-time":"2020-01-28T22:46:33+00:00","require":{"php":">=7.2","amphp/parallel":"^1.2","psr/log":"^1.1","rubix/tensor":"^2.0.3"}},{"keywords":["php","analytics","classification","ml","clustering","regression","ai","Rubix","machine-learning","neural-network","deep-learning","artificial-intelligence","data-science","data-mining","predictive-modeling","anomaly-detection","manifold-learning","dimensionality-reduction","cross-validation","feature-extraction"],"version":"0.0.18-beta","version_normalized":"0.0.18.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"43735305c6a0467206682c5c24227d93df7ec58e"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/43735305c6a0467206682c5c24227d93df7ec58e","type":"zip","shasum":"","reference":"43735305c6a0467206682c5c24227d93df7ec58e"},"time":"2019-12-30T07:05:30+00:00","published-time":"2019-12-30T01:34:21+00:00","require":{"php":">=7.2","amphp/parallel":"^1.2","intervention/image":"^2.4","psr/log":"^1.1","rubix/tensor":"^2.0.1"},"require-dev":{"ext-gd":"*","ext-igbinary":"*","ext-redis":"*","ext-svm":"*","friendsofphp/php-cs-fixer":"^2.16","phpbench/phpbench":"0.16.*","phpstan/phpstan":"0.12.*","phpstan/phpstan-phpunit":"0.12.*","phpunit/phpunit":"8.4.*"}},{"keywords":["php","classification","ml","clustering","regression","ai","Rubix","machine-learning","neural-network","deep-learning","artificial-intelligence","data-science","data-mining","predictive-modeling","anomaly-detection","manifold-learning","dimensionality-reduction","cross-validation","feature-extraction"],"homepage":"https://github.com/RubixML/RubixML","version":"0.0.17-beta","version_normalized":"0.0.17.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"5acfa5d32857e32d443134116ddd02c96ea92625"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/5acfa5d32857e32d443134116ddd02c96ea92625","type":"zip","shasum":"","reference":"5acfa5d32857e32d443134116ddd02c96ea92625"},"time":"2019-11-14T08:43:13+00:00","published-time":"2019-11-14T06:05:33+00:00","require":{"php":">=7.1.3","amphp/parallel":"^1.2","intervention/image":"^2.4","psr/log":"^1.1","rubix/tensor":"^2.0.0"},"require-dev":{"ext-gd":"*","ext-igbinary":"*","ext-redis":"*","ext-svm":"*","friendsofphp/php-cs-fixer":"^2.14","phpmetrics/phpmetrics":"^2.4","phpstan/phpstan":"^0.10.0","phpstan/phpstan-phpunit":"^0.10.0","phpunit/phpunit":"7.2.*"}},{"version":"0.0.16-beta","version_normalized":"0.0.16.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"bfa9bc9c1912abd4ef5a08a3ee1ffd68a0112490"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/bfa9bc9c1912abd4ef5a08a3ee1ffd68a0112490","type":"zip","shasum":"","reference":"bfa9bc9c1912abd4ef5a08a3ee1ffd68a0112490"},"time":"2019-10-24T22:30:40+00:00","published-time":"2019-10-24T23:05:55+00:00","require":{"php":">=7.1.3","amphp/amp":"^2.1","amphp/parallel":"^1.1","intervention/image":"^2.4","psr/log":"^1.0","rubix/tensor":"^1.0.4"},"require-dev":{"ext-gd":"*","ext-igbinary":"*","ext-redis":"*","ext-svm":"*","friendsofphp/php-cs-fixer":"^2.14","phpstan/phpstan":"^0.10.0","phpstan/phpstan-phpunit":"^0.10.0","phpunit/phpunit":"7.2.*"},"suggest":{"ext-gd":"For image vectorization","ext-igbinary":"For fast binary serialization of persistables","ext-redis":"To persist models to a Redis DB","ext-svm":"For Support Vector Machine engine (libsvm)"}},{"version":"0.0.15-beta","version_normalized":"0.0.15.0-beta","authors":[{"name":"Andrew DalPino","email":"me@andrewdalpino.com","homepage":"https://andrewdalpino.com","role":"Lead Engineer"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"57b595d0d823de05e281fbc230074fe3e07ed099"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/57b595d0d823de05e281fbc230074fe3e07ed099","type":"zip","shasum":"","reference":"57b595d0d823de05e281fbc230074fe3e07ed099"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.15-beta"},"time":"2019-09-02T21:58:04+00:00","published-time":"2019-08-30T05:03:22+00:00"},{"version":"0.0.14-beta","version_normalized":"0.0.14.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"f5fa6e70820878e7293a3028fbcda0729f900b3b"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/f5fa6e70820878e7293a3028fbcda0729f900b3b","type":"zip","shasum":"","reference":"f5fa6e70820878e7293a3028fbcda0729f900b3b"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.14-beta"},"time":"2019-07-28T23:51:20+00:00","published-time":"2019-07-28T22:59:54+00:00"},{"version":"0.0.13-beta","version_normalized":"0.0.13.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"b90a4ff1a50e4ee6aaed8e45a4c2d0fa4df618c4"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/b90a4ff1a50e4ee6aaed8e45a4c2d0fa4df618c4","type":"zip","shasum":"","reference":"b90a4ff1a50e4ee6aaed8e45a4c2d0fa4df618c4"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.13-beta"},"time":"2019-07-03T21:22:02+00:00","published-time":"2019-06-30T21:49:21+00:00"},{"description":"Rubix ML is a high-level machine learning library that lets you build programs that learn from dats using the PHP language.","version":"0.0.12-beta","version_normalized":"0.0.12.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"11f81e20da523b62b850e572141b9ff51f4d926e"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/11f81e20da523b62b850e572141b9ff51f4d926e","type":"zip","shasum":"","reference":"11f81e20da523b62b850e572141b9ff51f4d926e"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.12-beta"},"time":"2019-05-19T19:14:00+00:00","published-time":"2019-05-19T02:01:23+00:00","autoload":{"files":["src/Constants.php","src/Functions.php"],"psr-4":{"Rubix\\ML\\":"src/"}},"require":{"php":">=7.1.3","amphp/amp":"^2.1","amphp/parallel":"^1.1","intervention/image":"^2.4","psr/log":"^1.0","rubix/tensor":"dev-master"}},{"version":"0.0.11-beta","version_normalized":"0.0.11.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"509024a6539cebed02ebeae810019beb9f27d334"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/509024a6539cebed02ebeae810019beb9f27d334","type":"zip","shasum":"","reference":"509024a6539cebed02ebeae810019beb9f27d334"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.11-beta"},"time":"2019-04-18T02:49:46+00:00","published-time":"2019-04-14T02:20:54+00:00","autoload":{"psr-4":{"Rubix\\ML\\":"src/"}},"require":{"php":">=7.1.3","intervention/image":"^2.4","psr/log":"^1.0","rubix/tensor":"^1.0.3"}},{"version":"0.0.10-beta","version_normalized":"0.0.10.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"9e41b7ea20818149566c022e2d2341a69de4a046"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/9e41b7ea20818149566c022e2d2341a69de4a046","type":"zip","shasum":"","reference":"9e41b7ea20818149566c022e2d2341a69de4a046"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.10-beta"},"time":"2019-03-11T04:15:27+00:00","published-time":"2019-03-10T21:15:44+00:00"},{"version":"0.0.9-beta","version_normalized":"0.0.9.0-beta","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"368da7f5689a6785b22c77915fe4c9eaa44d6543"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/368da7f5689a6785b22c77915fe4c9eaa44d6543","type":"zip","shasum":"","reference":"368da7f5689a6785b22c77915fe4c9eaa44d6543"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.9-beta"},"time":"2019-02-18T02:51:30+00:00","published-time":"2019-02-09T22:21:47+00:00"},{"version":"0.0.8-alpha","version_normalized":"0.0.8.0-alpha","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"0c8e221d6d4fc3636a4b2e0626e89b0ef801847e"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/0c8e221d6d4fc3636a4b2e0626e89b0ef801847e","type":"zip","shasum":"","reference":"0c8e221d6d4fc3636a4b2e0626e89b0ef801847e"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.8-alpha"},"time":"2018-12-29T22:36:53+00:00","published-time":"2018-12-29T22:50:32+00:00","require":{"php":">=7.1.3","intervention/image":"^2.4","psr/log":"^1.0","rubix/tensor":"^1.0.2"},"require-dev":{"ext-gd":"*","ext-igbinary":"*","ext-redis":"*","ext-svm":"*","phpstan/phpstan":"^0.10.0","phpstan/phpstan-phpunit":"^0.10.0","phpunit/phpunit":"7.2.*"}},{"version":"0.0.7-alpha","version_normalized":"0.0.7.0-alpha","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"0943e37c238ef87ce0051e988dc24b4dc0eefd32"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/0943e37c238ef87ce0051e988dc24b4dc0eefd32","type":"zip","shasum":"","reference":"0943e37c238ef87ce0051e988dc24b4dc0eefd32"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.7-alpha"},"time":"2018-11-29T07:22:08+00:00","published-time":"2018-11-28T21:55:53+00:00"},{"description":"Rubix ML is a machine learning library that lets you build programs that learn from data in PHP.","keywords":["php","classification","clustering","regression","ai","machine-learning","neural-network","artificial-intelligence","data-science","data-mining","predictive-modeling","anomaly-detection","manifold-learning","dimensionality-reduction","cross-validation","feature-extraction"],"version":"0.0.6-alpha","version_normalized":"0.0.6.0-alpha","authors":[{"name":"Andrew DalPino","email":"me@andrewdalpino.com","homepage":"https://andrewdalpino.com","role":"Engineer"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"f78463720d1243b55bb8b14227458c6a7f8c10de"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/f78463720d1243b55bb8b14227458c6a7f8c10de","type":"zip","shasum":"","reference":"f78463720d1243b55bb8b14227458c6a7f8c10de"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.6-alpha"},"time":"2018-10-30T23:47:28+00:00","published-time":"2018-10-30T23:49:38+00:00","require":{"php":">=7.1.3","intervention/image":"^2.4","rubix/tensor":"^1.0.1"},"require-dev":{"ext-gd":"*","ext-redis":"*","phpstan/phpstan":"^0.10.0","phpstan/phpstan-phpunit":"^0.10.0","phpunit/phpunit":"7.2.*"},"suggest":{"ext-gd":"For image vectorization","ext-redis":"To persist models to a Redis DB"}},{"keywords":["network","data","classification","detection","science","machine","modeling","Neural","mining","learning","clustering","regression","predictive","anomaly"],"version":"0.0.5-alpha","version_normalized":"0.0.5.0-alpha","authors":[{"name":"Andrew DalPino","email":"me@andrewdalpino.com"}],"source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"68c7e40adf63d26ebc99ac8655627e74c537cdee"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/68c7e40adf63d26ebc99ac8655627e74c537cdee","type":"zip","shasum":"","reference":"68c7e40adf63d26ebc99ac8655627e74c537cdee"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.5-alpha"},"time":"2018-09-21T21:45:09+00:00","published-time":"2018-09-21T21:52:22+00:00","require":{"php":">=7.1.3","intervention/image":"^2.4","markrogoyski/math-php":"^0.43.0"},"require-dev":{"phpstan/phpstan":"^0.10.0","phpstan/phpstan-phpunit":"^0.10.0","phpunit/phpunit":"7.2.*"},"suggest":{"ext-gd":"For image vectorization"}},{"description":"Rubix ML is a library that lets you build intelligent programs that learn from data in PHP.","keywords":["network","data","classification","detection","science","machine","modeling","Neural","mining","learning","clustering","regression","ai","predictive","anomaly"],"homepage":"https://github.com/andrewdalpino/Rubix-ML","version":"0.0.4-alpha","version_normalized":"0.0.4.0-alpha","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"9ea738d91a3185829e4aac3d84785eee54ce3ef6"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/9ea738d91a3185829e4aac3d84785eee54ce3ef6","type":"zip","shasum":"","reference":"9ea738d91a3185829e4aac3d84785eee54ce3ef6"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.4-alpha"},"time":"2018-08-07T05:56:51+00:00","published-time":"2018-08-07T05:59:47+00:00","require":{"php":">=7.1.3","intervention/image":"^2.4","league/csv":"^9.1.4","markrogoyski/math-php":"^0.43.0"}},{"version":"0.0.3-alpha","version_normalized":"0.0.3.0-alpha","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"237b0587726dd4499c1f3775f25ebfe87b2b289a"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/237b0587726dd4499c1f3775f25ebfe87b2b289a","type":"zip","shasum":"","reference":"237b0587726dd4499c1f3775f25ebfe87b2b289a"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.3-alpha"},"time":"2018-07-19T23:33:54+00:00","published-time":"2018-07-19T23:42:50+00:00","require-dev":{"phpstan/phpstan":"^0.10.1","phpstan/phpstan-phpunit":"^0.10.1","phpunit/phpunit":"7.2.*"},"suggest":"__unset"},{"keywords":["data","classification","net","detection","science","machine","modeling","Neural","mining","learning","clustering","regression","ai","predictive","anomaly"],"homepage":"https://github.com/andrewdalpino/Rubix","version":"0.0.2-alpha","version_normalized":"0.0.2.0-alpha","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"7319f67f76ac2e8e1aa51e462baaba2548757f19"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/7319f67f76ac2e8e1aa51e462baaba2548757f19","type":"zip","shasum":"","reference":"7319f67f76ac2e8e1aa51e462baaba2548757f19"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.2-alpha"},"time":"2018-06-28T23:10:25+00:00","published-time":"2018-06-28T23:18:19+00:00","require":{"php":">=7.1.3","intervention/image":"^2.4","league/csv":"^9.1","markrogoyski/math-php":"^0.43.0"},"require-dev":{"phpstan/phpstan":"^0.10.0","phpstan/phpstan-phpunit":"^0.10.0","phpunit/phpunit":"7.2.*"}},{"description":"A library for building intelligent systems with PHP.","keywords":["data","science","machine","modeling","mining","learning","ai","predictive"],"homepage":"","version":"0.0.1-alpha","version_normalized":"0.0.1.0-alpha","source":{"url":"https://github.com/RubixML/ML.git","type":"git","reference":"7f65397debcd47346f86222d92e22c0ab13f7073"},"dist":{"url":"https://api.github.com/repos/RubixML/ML/zipball/7f65397debcd47346f86222d92e22c0ab13f7073","type":"zip","shasum":"","reference":"7f65397debcd47346f86222d92e22c0ab13f7073"},"support":{"issues":"https://github.com/RubixML/ML/issues","source":"https://github.com/RubixML/ML/tree/0.0.1-alpha"},"time":"2018-04-23T06:55:26+00:00","published-time":"2018-06-14T05:39:01+00:00","autoload":{"psr-4":{"Rubix\\Engine\\":"src/"}},"require":{"php":">=7.1.3","league/csv":"^9.1","markrogoyski/math-php":"^0.40.0"},"require-dev":{"phpunit/phpunit":"7.0.*"}}]},"security-advisories":[]}