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Title: History for code - ipython-toolbox/python-machine-learning-book · GitHub

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	https://github.com/ipython-toolbox/python-machine-learning-book/tree/65d656da79442e321c5d976c7ed507475cbf353f
use np.sign in l1	https://github.com/ipython-toolbox/python-machine-learning-book/commit/62e35f36366045cbceec4538628ad7d77035a2c3
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
62e35f3	https://github.com/ipython-toolbox/python-machine-learning-book/commit/62e35f36366045cbceec4538628ad7d77035a2c3
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/62e35f36366045cbceec4538628ad7d77035a2c3/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/62e35f36366045cbceec4538628ad7d77035a2c3
alt. new tree layout	https://github.com/ipython-toolbox/python-machine-learning-book/commit/6b0adfd46d664e8f97afcd036d04bdd8f3f838fd
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
6b0adfd	https://github.com/ipython-toolbox/python-machine-learning-book/commit/6b0adfd46d664e8f97afcd036d04bdd8f3f838fd
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/6b0adfd46d664e8f97afcd036d04bdd8f3f838fd/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/6b0adfd46d664e8f97afcd036d04bdd8f3f838fd
use .reshape(1, -1) for single sample in new sklearn to avoid depr warning	https://github.com/ipython-toolbox/python-machine-learning-book/commit/cd70f52a7abeb0f09be439103546d4d077f47f6b
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
cd70f52	https://github.com/ipython-toolbox/python-machine-learning-book/commit/cd70f52a7abeb0f09be439103546d4d077f47f6b
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/cd70f52a7abeb0f09be439103546d4d077f47f6b/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/cd70f52a7abeb0f09be439103546d4d077f47f6b
numpy tutorial link	https://github.com/ipython-toolbox/python-machine-learning-book/commit/f677447fb39c7f11e0ac600b1a23fab7d068957c
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
f677447	https://github.com/ipython-toolbox/python-machine-learning-book/commit/f677447fb39c7f11e0ac600b1a23fab7d068957c
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/f677447fb39c7f11e0ac600b1a23fab7d068957c/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/f677447fb39c7f11e0ac600b1a23fab7d068957c
appendix with logistic regression as solution to chapter 3 exercise	https://github.com/ipython-toolbox/python-machine-learning-book/commit/90380eccabb99df24c59611f8829419d83ba33cb
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
90380ec	https://github.com/ipython-toolbox/python-machine-learning-book/commit/90380eccabb99df24c59611f8829419d83ba33cb
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/90380eccabb99df24c59611f8829419d83ba33cb/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/90380eccabb99df24c59611f8829419d83ba33cb
add sklearn 0.18 layer to scripts	https://github.com/ipython-toolbox/python-machine-learning-book/commit/f779b3da643847d2dd730eec684cde58552c7088
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
f779b3d	https://github.com/ipython-toolbox/python-machine-learning-book/commit/f779b3da643847d2dd730eec684cde58552c7088
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/f779b3da643847d2dd730eec684cde58552c7088/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/f779b3da643847d2dd730eec684cde58552c7088
adding alternative syntax for sklearn 0.18	https://github.com/ipython-toolbox/python-machine-learning-book/commit/e06b7e5d9a2059e5e26f98e65e97e800fb492a21
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
e06b7e5	https://github.com/ipython-toolbox/python-machine-learning-book/commit/e06b7e5d9a2059e5e26f98e65e97e800fb492a21
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/e06b7e5d9a2059e5e26f98e65e97e800fb492a21/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/e06b7e5d9a2059e5e26f98e65e97e800fb492a21
add note about random weights	https://github.com/ipython-toolbox/python-machine-learning-book/commit/fc790b732b8db2d1e3d186f7b00b2cf27f6eaae7
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
fc790b7	https://github.com/ipython-toolbox/python-machine-learning-book/commit/fc790b732b8db2d1e3d186f7b00b2cf27f6eaae7
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/fc790b732b8db2d1e3d186f7b00b2cf27f6eaae7/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/fc790b732b8db2d1e3d186f7b00b2cf27f6eaae7
avoid returning self at in py script ch02	https://github.com/ipython-toolbox/python-machine-learning-book/commit/4f1b841dcffc1cea9d03ddd50ecc04f5a7359b06
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
4f1b841	https://github.com/ipython-toolbox/python-machine-learning-book/commit/4f1b841dcffc1cea9d03ddd50ecc04f5a7359b06
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/4f1b841dcffc1cea9d03ddd50ecc04f5a7359b06/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/4f1b841dcffc1cea9d03ddd50ecc04f5a7359b06
add note about matplotlib 1.4 cmap issue in scatter	https://github.com/ipython-toolbox/python-machine-learning-book/commit/b83dae01db3a7bd771821310acffb5d84c73fd6a
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
b83dae0	https://github.com/ipython-toolbox/python-machine-learning-book/commit/b83dae01db3a7bd771821310acffb5d84c73fd6a
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/b83dae01db3a7bd771821310acffb5d84c73fd6a/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/b83dae01db3a7bd771821310acffb5d84c73fd6a
add suggested comment about shuffling earlier	https://github.com/ipython-toolbox/python-machine-learning-book/commit/62b4e0fe55cc7a4667f438cafa26389e1d28adcf
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
62b4e0f	https://github.com/ipython-toolbox/python-machine-learning-book/commit/62b4e0fe55cc7a4667f438cafa26389e1d28adcf
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/62b4e0fe55cc7a4667f438cafa26389e1d28adcf/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/62b4e0fe55cc7a4667f438cafa26389e1d28adcf
rerun notebook to fix image display bug	https://github.com/ipython-toolbox/python-machine-learning-book/commit/b94e43fbfa1411cc3407f65181214845c9be6c5f
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
b94e43f	https://github.com/ipython-toolbox/python-machine-learning-book/commit/b94e43fbfa1411cc3407f65181214845c9be6c5f
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/b94e43fbfa1411cc3407f65181214845c9be6c5f/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/b94e43fbfa1411cc3407f65181214845c9be6c5f
add comma seperators	https://github.com/ipython-toolbox/python-machine-learning-book/commit/41be07c71e34d04571d8bf50589f3ef4fc52c8ed
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
41be07c	https://github.com/ipython-toolbox/python-machine-learning-book/commit/41be07c71e34d04571d8bf50589f3ef4fc52c8ed
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/41be07c71e34d04571d8bf50589f3ef4fc52c8ed/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/41be07c71e34d04571d8bf50589f3ef4fc52c8ed
update semisupervised	https://github.com/ipython-toolbox/python-machine-learning-book/commit/73b54fc941837a8b82f2c01c35ac38027d62981f
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
73b54fc	https://github.com/ipython-toolbox/python-machine-learning-book/commit/73b54fc941837a8b82f2c01c35ac38027d62981f
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/73b54fc941837a8b82f2c01c35ac38027d62981f/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/73b54fc941837a8b82f2c01c35ac38027d62981f
missing minus p344; mlp img fix, jozef errata	https://github.com/ipython-toolbox/python-machine-learning-book/commit/b8fd12e52f7a5295dda06cd4a70d8fb528f89e19
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
b8fd12e	https://github.com/ipython-toolbox/python-machine-learning-book/commit/b8fd12e52f7a5295dda06cd4a70d8fb528f89e19
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/b8fd12e52f7a5295dda06cd4a70d8fb528f89e19/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/b8fd12e52f7a5295dda06cd4a70d8fb528f89e19
avoid ties in sorting eigenvalues in PCA sec	https://github.com/ipython-toolbox/python-machine-learning-book/commit/ffa742ffd55bf26a7b97fd2566823d51f7465e72
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
ffa742f	https://github.com/ipython-toolbox/python-machine-learning-book/commit/ffa742ffd55bf26a7b97fd2566823d51f7465e72
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/ffa742ffd55bf26a7b97fd2566823d51f7465e72/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/ffa742ffd55bf26a7b97fd2566823d51f7465e72
adding simpler pickle test scripts	https://github.com/ipython-toolbox/python-machine-learning-book/commit/7a2a2ea4bd1d2a7bd10f7aa2a59a0db0195cf7fb
	https://github.com/rasbt
rasbt	https://github.com/ipython-toolbox/python-machine-learning-book/commits?author=rasbt
7a2a2ea	https://github.com/ipython-toolbox/python-machine-learning-book/commit/7a2a2ea4bd1d2a7bd10f7aa2a59a0db0195cf7fb
	https://github.com/ipython-toolbox/python-machine-learning-book/blob/7a2a2ea4bd1d2a7bd10f7aa2a59a0db0195cf7fb/code
	https://github.com/ipython-toolbox/python-machine-learning-book/tree/7a2a2ea4bd1d2a7bd10f7aa2a59a0db0195cf7fb
Next	https://github.com/ipython-toolbox/python-machine-learning-book/commits/notes/code?after=64292d93b1bac005749037171586f902684b7e1e+34
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