blob: 9ed8ec4042548cef12086d76bae9ffdb8419ffe2 (plain)

ofs	hex dump	ascii
0000	42 0d 0d 0a 00 00 00 00 ac 87 93 5e bc 08 00 00 e3 00 00 00 00 00 00 00 00 00 00 00 00 02 00 00	B..........^....................
0020	00 40 00 00 00 73 50 00 00 00 64 00 64 01 6c 00 6d 01 5a 02 01 00 64 00 64 01 6c 03 5a 04 64 00	.@...sP...d.d.l.m.Z...d.d.l.Z.d.
0040	64 01 6c 05 5a 05 64 00 64 01 6c 06 5a 05 64 00 64 01 6c 07 5a 05 64 02 64 03 84 00 5a 08 64 04	d.l.Z.d.d.l.Z.d.d.l.Z.d.d...Z.d.
0060	64 05 84 00 5a 09 64 06 64 07 84 00 5a 0a 64 08 64 09 84 00 5a 0b 64 01 53 00 29 0a e9 00 00 00	d...Z.d.d...Z.d.d...Z.d.S.).....
0080	00 4e 63 03 00 00 00 00 00 00 00 0b 00 00 00 08 00 00 00 43 00 00 00 73 0e 01 00 00 7c 01 64 01	.Nc................C...s....|.d.
00a0	64 00 64 00 85 02 66 02 19 00 a0 00 a1 00 64 02 18 00 7c 01 64 01 64 00 64 00 85 02 66 02 19 00	d.d...f.......d...|.d.d.d...f...
00c0	a0 01 a1 00 64 02 17 00 02 00 7d 03 7d 04 7c 01 64 02 64 00 64 00 85 02 66 02 19 00 a0 00 a1 00	....d.....}.}.|.d.d.d...f.......
00e0	64 02 18 00 7c 01 64 02 64 00 64 00 85 02 66 02 19 00 a0 01 a1 00 64 02 17 00 02 00 7d 05 7d 06	d...|.d.d.d...f.......d.....}.}.
0100	64 03 7d 07 74 02 a0 03 74 02 a0 04 7c 03 7c 04 7c 07 a1 03 74 02 a0 04 7c 05 7c 06 7c 07 a1 03	d.}.t...t...|.|.|...t...|.|.|...
0120	a1 02 5c 02 7d 08 7d 09 7c 00 74 02 6a 05 7c 08 a0 06 a1 00 7c 09 a0 06 a1 00 66 02 19 00 83 01	..\.}.}.|.t.j.|.....|.....f.....
0140	7d 0a 7c 0a a0 07 7c 08 6a 08 a1 01 7d 0a 74 09 6a 0a 7c 08 7c 09 7c 0a 74 09 6a 0b 6a 0c 64 04	}.|...|.j...}.t.j.|.|.|.t.j.j.d.
0160	8d 04 01 00 74 09 a0 0d 64 05 a1 01 01 00 74 09 a0 0e 64 06 a1 01 01 00 74 09 6a 0f 7c 01 64 01	....t...d.....t...d.....t.j.|.d.
0180	64 00 64 00 85 02 66 02 19 00 7c 01 64 02 64 00 64 00 85 02 66 02 19 00 7c 02 74 09 6a 0b 6a 0c	d.d...f...|.d.d.d...f...|.t.j.j.
01a0	64 07 8d 04 01 00 64 00 53 00 29 08 4e 72 01 00 00 00 e9 01 00 00 00 67 7b 14 ae 47 e1 7a 84 3f	d.....d.S.).Nr.........g{..G.z.?
01c0	29 01 da 04 63 6d 61 70 da 02 78 32 da 02 78 31 29 02 da 01 63 72 03 00 00 00 29 10 da 03 6d 69	)...cmap..x2..x1)...cr....)...mi
01e0	6e da 03 6d 61 78 da 02 6e 70 da 08 6d 65 73 68 67 72 69 64 da 06 61 72 61 6e 67 65 da 02 63 5f	n..max..np..meshgrid..arange..c_
0200	da 05 72 61 76 65 6c da 07 72 65 73 68 61 70 65 da 05 73 68 61 70 65 da 03 70 6c 74 da 08 63 6f	..ravel..reshape..shape..plt..co
0220	6e 74 6f 75 72 66 da 02 63 6d da 08 53 70 65 63 74 72 61 6c da 06 79 6c 61 62 65 6c da 06 78 6c	ntourf..cm..Spectral..ylabel..xl
0240	61 62 65 6c da 07 73 63 61 74 74 65 72 29 0b da 05 6d 6f 64 65 6c da 01 58 da 01 79 da 05 78 5f	abel..scatter)...model..X..y..x_
0260	6d 69 6e da 05 78 5f 6d 61 78 da 05 79 5f 6d 69 6e da 05 79 5f 6d 61 78 da 01 68 da 02 78 78 da	min..x_max..y_min..y_max..h..xx.
0280	02 79 79 da 01 5a a9 00 72 22 00 00 00 fa 56 2f 63 6f 6e 74 65 6e 74 2f 64 72 69 76 65 2f 4d 79	.yy..Z..r"....V/content/drive/My
02a0	20 44 72 69 76 65 2f 43 6f 6c 61 62 20 4e 6f 74 65 62 6f 6f 6b 73 2f 43 53 63 69 34 35 31 31 2f	.Drive/Colab.Notebooks/CSci4511/
02c0	48 57 34 20 2d 20 4e 65 75 72 61 6c 20 4e 65 74 77 6f 72 6b 73 2f 70 6c 61 6e 61 72 5f 75 74 69	HW4.-.Neural.Networks/planar_uti
02e0	6c 73 2e 70 79 da 16 70 6c 6f 74 5f 64 65 63 69 73 69 6f 6e 5f 62 6f 75 6e 64 61 72 79 07 00 00	ls.py..plot_decision_boundary...
0300	00 73 14 00 00 00 00 02 32 01 32 01 04 02 24 02 1a 01 0c 02 16 01 0a 01 0a 01 72 24 00 00 00 63	.s......2.2...$...........r$...c
0320	01 00 00 00 00 00 00 00 02 00 00 00 05 00 00 00 43 00 00 00 73 18 00 00 00 64 01 64 01 74 00 a0	................C...s....d.d.t..
0340	01 7c 00 0b 00 a1 01 17 00 1b 00 7d 01 7c 01 53 00 29 02 7a 81 0a 20 20 20 20 43 6f 6d 70 75 74	.|.........}.|.S.).z......Comput
0360	65 20 74 68 65 20 73 69 67 6d 6f 69 64 20 6f 66 20 78 0a 0a 20 20 20 20 41 72 67 75 6d 65 6e 74	e.the.sigmoid.of.x......Argument
0380	73 3a 0a 20 20 20 20 78 20 2d 2d 20 41 20 73 63 61 6c 61 72 20 6f 72 20 6e 75 6d 70 79 20 61 72	s:.....x.--.A.scalar.or.numpy.ar
03a0	72 61 79 20 6f 66 20 61 6e 79 20 73 69 7a 65 2e 0a 0a 20 20 20 20 52 65 74 75 72 6e 3a 0a 20 20	ray.of.any.size.......Return:...
03c0	20 20 73 20 2d 2d 20 73 69 67 6d 6f 69 64 28 78 29 0a 20 20 20 20 72 02 00 00 00 29 02 72 09 00	..s.--.sigmoid(x).....r....).r..
03e0	00 00 da 03 65 78 70 29 02 da 01 78 da 01 73 72 22 00 00 00 72 22 00 00 00 72 23 00 00 00 da 07	....exp)...x..sr"...r"...r#.....
0400	73 69 67 6d 6f 69 64 18 00 00 00 73 04 00 00 00 00 0a 14 01 72 28 00 00 00 63 00 00 00 00 00 00	sigmoid....s........r(...c......
0420	00 00 0a 00 00 00 07 00 00 00 43 00 00 00 73 fa 00 00 00 74 00 6a 01 a0 02 64 01 a1 01 01 00 64	..........C...s....t.j...d.....d
0440	02 7d 00 74 03 7c 00 64 03 1b 00 83 01 7d 01 64 03 7d 02 74 00 a0 04 7c 00 7c 02 66 02 a1 01 7d	.}.t.|.d.....}.d.}.t...|.|.f...}
0460	03 74 00 6a 04 7c 00 64 01 66 02 64 04 64 05 8d 02 7d 04 64 06 7d 05 78 a0 74 05 64 03 83 01 44	.t.j.|.d.f.d.d...}.d.}.x.t.d...D
0480	00 5d 94 7d 06 74 05 7c 01 7c 06 14 00 7c 01 7c 06 64 01 17 00 14 00 83 02 7d 07 74 00 a0 06 7c	.].}.t.|.|...|.|.d.......}.t...|
04a0	06 64 07 14 00 7c 06 64 01 17 00 64 07 14 00 7c 01 a1 03 74 00 6a 01 a0 07 7c 01 a1 01 64 08 14	.d...|.d...d...|...t.j...|...d..
04c0	00 17 00 7d 08 7c 05 74 00 a0 08 64 06 7c 08 14 00 a1 01 14 00 74 00 6a 01 a0 07 7c 01 a1 01 64	...}.|.t...d.|.......t.j...|...d
04e0	08 14 00 17 00 7d 09 74 00 6a 09 7c 09 74 00 a0 08 7c 08 a1 01 14 00 7c 09 74 00 a0 0a 7c 08 a1	.....}.t.j.|.t...|.....|.t...|..
0500	01 14 00 66 02 19 00 7c 03 7c 07 3c 00 7c 06 7c 04 7c 07 3c 00 71 4e 57 00 7c 03 6a 0b 7d 03 7c	...f...|.|.<.|.|.|.<.qNW.|.j.}.|
0520	04 6a 0b 7d 04 7c 03 7c 04 66 02 53 00 29 09 4e 72 02 00 00 00 69 90 01 00 00 e9 02 00 00 00 da	.j.}.|.|.f.S.).Nr....i..........
0540	05 75 69 6e 74 38 29 01 da 05 64 74 79 70 65 e9 04 00 00 00 67 f6 28 5c 8f c2 f5 08 40 67 9a 99	.uint8)...dtype.....g.(\....@g..
0560	99 99 99 99 c9 3f 29 0c 72 09 00 00 00 da 06 72 61 6e 64 6f 6d da 04 73 65 65 64 da 03 69 6e 74	.....?).r......random..seed..int
0580	da 05 7a 65 72 6f 73 da 05 72 61 6e 67 65 da 08 6c 69 6e 73 70 61 63 65 da 05 72 61 6e 64 6e da	..zeros..range..linspace..randn.
05a0	03 73 69 6e 72 0c 00 00 00 da 03 63 6f 73 da 01 54 29 0a da 01 6d da 01 4e da 01 44 72 18 00 00	.sinr......cos..T)...m..N..Dr...
05c0	00 da 01 59 da 01 61 da 01 6a da 02 69 78 da 01 74 da 01 72 72 22 00 00 00 72 22 00 00 00 72 23	...Y..a..j..ix..t..rr"...r"...r#
05e0	00 00 00 da 13 6c 6f 61 64 5f 70 6c 61 6e 61 72 5f 64 61 74 61 73 65 74 25 00 00 00 73 20 00 00	.....load_planar_dataset%...s...
0600	00 00 01 0c 01 04 01 0c 01 04 01 0e 01 12 01 04 02 0e 01 16 01 2a 01 22 01 26 01 0c 02 06 01 06	.....................*.".&......
0620	02 72 40 00 00 00 63 00 00 00 00 00 00 00 00 06 00 00 00 09 00 00 00 43 00 00 00 73 7e 00 00 00	.r@...c................C...s~...
0640	64 01 7d 00 74 00 6a 01 6a 02 7c 00 64 02 64 03 64 04 8d 03 7d 01 74 00 6a 01 6a 03 7c 00 64 05	d.}.t.j.j.|.d.d.d...}.t.j.j.|.d.
0660	64 06 8d 02 7d 02 74 00 6a 01 6a 04 7c 00 64 07 64 08 64 09 64 0a 8d 04 7d 03 74 00 6a 01 6a 05	d...}.t.j.j.|.d.d.d.d...}.t.j.j.
0680	64 00 64 02 7c 00 64 08 64 08 64 0b 64 00 64 0c 8d 07 7d 04 74 06 6a 07 a0 08 7c 00 64 08 a1 02	d.d.|.d.d.d.d.d...}.t.j...|.d...
06a0	74 06 6a 07 a0 08 7c 00 64 08 a1 02 66 02 7d 05 7c 01 7c 02 7c 03 7c 04 7c 05 66 05 53 00 29 0d	t.j...|.d...f.}.|.|.|.|.|.f.S.).
06c0	4e e9 c8 00 00 00 67 00 00 00 00 00 00 e0 3f 67 33 33 33 33 33 33 d3 3f 29 03 da 09 6e 5f 73 61	N.....g.......?g333333.?)...n_sa
06e0	6d 70 6c 65 73 da 06 66 61 63 74 6f 72 da 05 6e 6f 69 73 65 67 9a 99 99 99 99 99 c9 3f 29 02 72	mples..factor..noiseg.......?).r
0700	42 00 00 00 72 44 00 00 00 e9 05 00 00 00 72 29 00 00 00 e9 06 00 00 00 29 04 72 42 00 00 00 da	B...rD........r)........).rB....
0720	0c 72 61 6e 64 6f 6d 5f 73 74 61 74 65 da 0a 6e 5f 66 65 61 74 75 72 65 73 da 07 63 65 6e 74 65	.random_state..n_features..cente
0740	72 73 54 29 07 da 04 6d 65 61 6e da 03 63 6f 76 72 42 00 00 00 72 48 00 00 00 da 09 6e 5f 63 6c	rsT)...mean..covrB...rH.....n_cl
0760	61 73 73 65 73 da 07 73 68 75 66 66 6c 65 72 47 00 00 00 29 09 da 07 73 6b 6c 65 61 72 6e da 08	asses..shufflerG...)...sklearn..
0780	64 61 74 61 73 65 74 73 da 0c 6d 61 6b 65 5f 63 69 72 63 6c 65 73 da 0a 6d 61 6b 65 5f 6d 6f 6f	datasets..make_circles..make_moo
07a0	6e 73 da 0a 6d 61 6b 65 5f 62 6c 6f 62 73 da 17 6d 61 6b 65 5f 67 61 75 73 73 69 61 6e 5f 71 75	ns..make_blobs..make_gaussian_qu
07c0	61 6e 74 69 6c 65 73 72 09 00 00 00 72 2d 00 00 00 da 04 72 61 6e 64 29 06 72 38 00 00 00 5a 0d	antilesr....r-.....rand).r8...Z.
07e0	6e 6f 69 73 79 5f 63 69 72 63 6c 65 73 5a 0b 6e 6f 69 73 79 5f 6d 6f 6f 6e 73 5a 05 62 6c 6f 62	noisy_circlesZ.noisy_moonsZ.blob
0800	73 5a 12 67 61 75 73 73 69 61 6e 5f 71 75 61 6e 74 69 6c 65 73 5a 0c 6e 6f 5f 73 74 72 75 63 74	sZ.gaussian_quantilesZ.no_struct
0820	75 72 65 72 22 00 00 00 72 22 00 00 00 72 23 00 00 00 da 13 6c 6f 61 64 5f 65 78 74 72 61 5f 64	urer"...r"...r#.....load_extra_d
0840	61 74 61 73 65 74 73 3a 00 00 00 73 0e 00 00 00 00 01 04 01 12 01 10 01 14 01 1a 01 1c 02 72 55	atasets:...s..................rU
0860	00 00 00 29 0c da 11 6d 61 74 70 6c 6f 74 6c 69 62 2e 70 79 70 6c 6f 74 da 06 70 79 70 6c 6f 74	...)...matplotlib.pyplot..pyplot
0880	72 10 00 00 00 da 05 6e 75 6d 70 79 72 09 00 00 00 72 4e 00 00 00 da 10 73 6b 6c 65 61 72 6e 2e	r......numpyr....rN.....sklearn.
08a0	64 61 74 61 73 65 74 73 da 14 73 6b 6c 65 61 72 6e 2e 6c 69 6e 65 61 72 5f 6d 6f 64 65 6c 72 24	datasets..sklearn.linear_modelr$
08c0	00 00 00 72 28 00 00 00 72 40 00 00 00 72 55 00 00 00 72 22 00 00 00 72 22 00 00 00 72 22 00 00	...r(...r@...rU...r"...r"...r"..
08e0	00 72 23 00 00 00 da 08 3c 6d 6f 64 75 6c 65 3e 01 00 00 00 73 10 00 00 00 0c 01 08 01 08 01 08	.r#.....<module>....s...........
0900	01 08 02 08 11 08 0d 08 15	.........