mirrors / trekhleb--homemade-machine-learning

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  • 45e94e2d80 Rename polynomial regression. Oleksii Trekhleb 2018-12-18 15:21:28 +02:00
  • d0ef88c035 Rename polynomial regression. Oleksii Trekhleb 2018-12-18 14:59:21 +02:00
  • d80f3d028d Update logistic regression notebooks. Oleksii Trekhleb 2018-12-18 14:57:37 +02:00
  • 0b730b78f6 Update linear regression notebooks. Oleksii Trekhleb 2018-12-18 14:21:25 +02:00
  • ff4289cb11 Add launchers. Oleksii Trekhleb 2018-12-14 06:19:55 +02:00
  • 66b4143785 Fix notebooks. Oleksii Trekhleb 2018-12-13 22:24:19 +02:00
  • db381999a7 Fix file namings. Oleksii Trekhleb 2018-12-13 17:18:11 +02:00
  • 3ce4724a17 Add logistic regression notebooks. Oleksii Trekhleb 2018-12-12 17:33:29 +02:00
  • 133ef9196e Add logistic regression notebooks. Oleksii Trekhleb 2018-12-12 17:32:02 +02:00
  • 76071a91c3 Add logistic regression notebooks. Oleksii Trekhleb 2018-12-12 17:31:38 +02:00
  • 35040360d5 Add logistic regression notebooks. Oleksii Trekhleb 2018-12-12 17:12:28 +02:00
  • 843e3d1ea0 Add logistic regression notebooks. Oleksii Trekhleb 2018-12-12 17:09:08 +02:00
  • 47530fe7c1 Add logistic regression notebooks. Oleksii Trekhleb 2018-12-12 17:06:19 +02:00
  • d804b27e12 Don't normalize just one feature. Oleksii Trekhleb 2018-12-12 16:26:52 +02:00
  • f9e7c43ac2 Update notebooks. Oleksii Trekhleb 2018-12-12 09:01:57 +02:00
  • 3e1b0e3883 Add predict() method to LinearRegression. Oleksii Trekhleb 2018-12-12 09:01:06 +02:00
  • 5e60652347 Fix normalize() function to avoid division by zero. Oleksii Trekhleb 2018-12-12 09:00:38 +02:00
  • b2d8aa3cff Make normalization optional. Oleksii Trekhleb 2018-12-11 17:44:00 +02:00
  • fe4297fc53 Implement One-vs-All approach. Oleksii Trekhleb 2018-12-06 18:06:13 +02:00
  • 024b533c63 Update logistic regression Jupyter notebook. Oleksii Trekhleb 2018-12-06 17:21:40 +02:00
  • 00690fac39 Add gradient descent step. Oleksii Trekhleb 2018-12-06 17:12:06 +02:00
  • ec55e79780 Fix logistic regression. Oleksii Trekhleb 2018-12-06 16:53:52 +02:00
  • a20595ea5d Add logistic regression. Oleksii Trekhleb 2018-12-05 17:31:37 +02:00
  • 84516715cc Update linear regression notebooks. Oleksii Trekhleb 2018-12-03 17:11:42 +02:00
  • 74f8a7a9d6 Simplify linear regression. Oleksii Trekhleb 2018-12-03 17:10:41 +02:00
  • b89fd231a4 Add prepare_for_training function. Oleksii Trekhleb 2018-12-03 17:10:12 +02:00
  • d06f83e0a3 Add Iris dataset. Oleksii Trekhleb 2018-12-03 17:09:39 +02:00
  • 5987955bc3 Refactor data. Oleksii Trekhleb 2018-12-01 21:38:53 +02:00
  • 7eb403adba Update notebooks. Oleksii Trekhleb 2018-12-01 12:41:37 +02:00
  • d6523079a3 Update README. Oleksii Trekhleb 2018-12-01 12:38:35 +02:00
  • dba8e6d9ef Update README. Oleksii Trekhleb 2018-12-01 12:38:08 +02:00
  • e1fa187e6b Update README. Oleksii Trekhleb 2018-12-01 12:34:43 +02:00
  • fd8f1feef3 Update README. Oleksii Trekhleb 2018-12-01 12:34:11 +02:00
  • f1f8e8b19a Update README. Oleksii Trekhleb 2018-12-01 10:53:04 +02:00
  • a92b068e01 Update README. Oleksii Trekhleb 2018-12-01 10:52:33 +02:00
  • c9b6b80efc Update README. Oleksii Trekhleb 2018-12-01 10:50:38 +02:00
  • 76a1a1b5bc Update README. Oleksii Trekhleb 2018-12-01 10:40:51 +02:00
  • 489c5e0a78 Update README. Oleksii Trekhleb 2018-12-01 10:39:02 +02:00
  • 788dd3ac08 Update README. Oleksii Trekhleb 2018-12-01 10:38:23 +02:00
  • bf5e24bbc4 Update README. Oleksii Trekhleb 2018-12-01 10:37:47 +02:00
  • ff4d19a33a Update README. Oleksii Trekhleb 2018-12-01 10:36:40 +02:00
  • 8462962176 Update README. Oleksii Trekhleb 2018-12-01 10:35:45 +02:00
  • 79013fd094 Update README. Oleksii Trekhleb 2018-12-01 10:35:06 +02:00
  • 4a31dad639 Update README. Oleksii Trekhleb 2018-12-01 10:33:39 +02:00
  • d0726a3fac Update README. Oleksii Trekhleb 2018-12-01 10:01:48 +02:00
  • a2bb006070 Test NB extensions. Oleksii Trekhleb 2018-12-01 09:49:04 +02:00
  • 659943c6fb Test NB extensions. Oleksii Trekhleb 2018-12-01 09:18:36 +02:00
  • f729d7cbe9 Test NB extensions. Oleksii Trekhleb 2018-12-01 09:17:09 +02:00
  • 9c4279af49 Test NB extensions. Oleksii Trekhleb 2018-12-01 09:14:34 +02:00
  • 8c9fe41003 Test NB extensions. Oleksii Trekhleb 2018-12-01 09:07:53 +02:00
  • a59ecbbf28 Style README. Oleksii Trekhleb 2018-11-30 20:30:34 +02:00
  • bbb43068b0 Style README. Oleksii Trekhleb 2018-11-30 20:29:42 +02:00
  • cc5d91b843 Style README. Oleksii Trekhleb 2018-11-30 20:26:52 +02:00
  • 913a3d01b3 Add multivariate non-linear regression notebook. Oleksii Trekhleb 2018-11-30 14:10:57 +02:00
  • 00cfceef45 Add multivariate non-linear regression notebook. Oleksii Trekhleb 2018-11-30 14:01:27 +02:00
  • e0c757d9df Update links in notebooks. Oleksii Trekhleb 2018-11-29 08:49:46 +02:00
  • d42047a829 Update links to demos. Oleksii Trekhleb 2018-11-29 08:45:45 +02:00
  • e19ec48af5 Add polynomial regression. Oleksii Trekhleb 2018-11-29 08:42:52 +02:00
  • 4b112f1101 Add multivariate linear regression. Oleksii Trekhleb 2018-11-23 15:57:43 +02:00
  • 242bdcbeb9 Add multivariate linear regression. Oleksii Trekhleb 2018-11-23 15:57:15 +02:00
  • 5b599ca250 Add multivariate linear regression. Oleksii Trekhleb 2018-11-23 15:56:35 +02:00
  • 9b754dc7dd Add multivariate linear regression. Oleksii Trekhleb 2018-11-23 15:54:53 +02:00
  • 11a03afdf8 Add multivariate linear regression. Oleksii Trekhleb 2018-11-23 15:53:12 +02:00
  • 5526dca4a0 Update univariate LR. Oleksii Trekhleb 2018-11-23 11:41:02 +02:00
  • 0f197d3497 Add Plotly. Oleksii Trekhleb 2018-11-23 11:23:03 +02:00
  • 129f34ef86 Update notebooks. Oleksii Trekhleb 2018-11-23 08:26:04 +02:00
  • 6da65e85d9 Update notebooks. Oleksii Trekhleb 2018-11-23 08:24:19 +02:00
  • 3359431d30 Add multivariate linear regression. Oleksii Trekhleb 2018-11-23 08:20:14 +02:00
  • f3d8bfcdef Add multivariate linear regression. Oleksii Trekhleb 2018-11-23 08:19:59 +02:00
  • 2f422f9956 Add descriptions to linear regression demo. Oleksii Trekhleb 2018-11-23 07:00:42 +02:00
  • 8232a75dfe Update Linear Regression Notebook. Oleksii Trekhleb 2018-11-23 05:47:49 +02:00
  • ea36c7755c Update Linear Regression Notebook. Oleksii Trekhleb 2018-11-23 05:46:36 +02:00
  • 511b2d299d Update Linear Regression Notebook. Oleksii Trekhleb 2018-11-22 22:13:47 +02:00
  • fb620caac6 Update README. Oleksii Trekhleb 2018-11-22 19:56:46 +02:00
  • 818222fba2 Update README. Oleksii Trekhleb 2018-11-22 19:54:47 +02:00
  • 92445bacb7 Update README. Oleksii Trekhleb 2018-11-22 19:50:35 +02:00
  • 6eb8193da7 Update README. Oleksii Trekhleb 2018-11-22 19:48:01 +02:00
  • 5d5f8cf420 Update README. Oleksii Trekhleb 2018-11-22 19:43:27 +02:00
  • 571d4de49d Update README. Oleksii Trekhleb 2018-11-22 19:41:55 +02:00
  • df80b57d67 Update README. Oleksii Trekhleb 2018-11-22 19:41:37 +02:00
  • fa8557bc77 Update README. Oleksii Trekhleb 2018-11-22 19:41:07 +02:00
  • a1959ef1f1 Update README. Oleksii Trekhleb 2018-11-22 19:40:17 +02:00
  • 2758af586d Update README. Oleksii Trekhleb 2018-11-22 19:38:55 +02:00
  • 0002ec422f Update README. Oleksii Trekhleb 2018-11-22 19:37:58 +02:00
  • eba82bb57f Update README. Oleksii Trekhleb 2018-11-22 19:34:16 +02:00
  • cff1f4a13f Update README. Oleksii Trekhleb 2018-11-22 19:14:28 +02:00
  • 78c6f19343 Update README. Oleksii Trekhleb 2018-11-22 19:10:35 +02:00
  • 8bbdb96ded Update README. Oleksii Trekhleb 2018-11-22 17:59:20 +02:00
  • 6078aacf40 Update README. Oleksii Trekhleb 2018-11-22 17:57:49 +02:00
  • 28cf708a4d Update README. Oleksii Trekhleb 2018-11-22 17:56:48 +02:00
  • ceb22de6d0 Update README. Oleksii Trekhleb 2018-11-22 17:55:26 +02:00
  • 5b9ed171ed Update README. Oleksii Trekhleb 2018-11-22 17:54:26 +02:00
  • 0e83170f13 Update README. Oleksii Trekhleb 2018-11-22 17:53:37 +02:00
  • a9a829a813 Update README. Oleksii Trekhleb 2018-11-22 17:52:53 +02:00
  • 9812fb6dbb Update README. Oleksii Trekhleb 2018-11-22 17:46:10 +02:00
  • d7e4043099 Update README. Oleksii Trekhleb 2018-11-22 17:42:00 +02:00
  • 155d48b076 Update README. Oleksii Trekhleb 2018-11-22 17:39:54 +02:00
  • e8f6108584 Update README. Oleksii Trekhleb 2018-11-22 17:37:43 +02:00
  • d89b2d8733 Update README. Oleksii Trekhleb 2018-11-22 17:36:52 +02:00
  • 6b26111fce Update README. Oleksii Trekhleb 2018-11-22 17:35:08 +02:00