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 | ......... |