music
+ math
▲ WELCOME TO THE 5TH DIMENSION | This isn't meant to be understood — it's meant to be enjoyed.
Max Cooper's Ascent — Making of the Music video
Enter the 5th dimension
Ascent answers the question: if you were living in a 5-dimensional room and projected digits of `\pi` onto its walls, what would you see?
There are three versions of the video — black-and-white (this is the official release), viridis (yellow, green, blue, purple), and plasma (yellow, orange, red, pruple, violet). You can see the viridis and plasma color palettes here.
Here are all 172 keyframes of the black-and-white version of Ascent. Below each frame is the key frame definition. The values of this keyframe are interpolated over the number of frames defined in the next keyframe's n
parameter.
▲ MAX COOPER'S ASCENT #1 0:00:00 | 1/48 1.a0–1.a1
▲ MAX COOPER'S ASCENT #49 0:02:00 | 1/48 1.a1–1.a2
▲ MAX COOPER'S ASCENT #97 0:04:00 | 1/48 1.a2–1.a3
1.a2
n 2fs
c c0 s [
x] 0
.05
▲ MAX COOPER'S ASCENT #145 0:06:00 | 1.a3–1.a4
1.a3
n 2fs
c c0 s [
x] 0
.10
▲ MAX COOPER'S ASCENT #193 0:08:00 | 1.a4–1.a5
1.a4
n 2fs
c c0 s [
x] 0
.15
▲ MAX COOPER'S ASCENT #265 0:11:00 | 1.a5–1.a6
1.a5
n 3fs
c c0 s [
y] 0
.05
rxy3
▲ MAX COOPER'S ASCENT #337 0:14:00 | 1.a6–1.a7
1.a6
n 3fs
c c0 s [
y] 0
.10
rxy3
▲ MAX COOPER'S ASCENT #385 0:16:00 | 1.a7–1.b1
1.a7
n 2fs
c c0 s [
y] 0
.15
rxy3
▲ MAX COOPER'S ASCENT #433 0:18:00 | 1.b1–1.b2
1.b1
n 2fs
c c0 f [
z] 0
.80
c c0 s [
xy] 0
.15
c c0 s [
z] 0
.100
ryz6
▲ MAX COOPER'S ASCENT #481 0:20:00 | 1.b2–1.b3
1.b2
n 2fs
c c0 f [
z] 0
.60
c c0 s [
xy] 0
.15
c c0 s [
z] 0
.110
ryz6
▲ MAX COOPER'S ASCENT #529 0:22:00 | 1.b3–1.b4
1.b3
n 2fs
c c0 f [
z] 0
.40
c c0 s [
xy] 0
.15
c c0 s [
z] 0
.120
ryz6
▲ MAX COOPER'S ASCENT #577 0:24:00 | 1.b4–1.b5
1.b4
n 2fs
c c0 f [
z] 0
.20
c c0 s [
xy] 0
.15
c c0 s [
z] 0
.130
ryz6
▲ MAX COOPER'S ASCENT #625 0:26:00 | 1.b5–1.b6
1.b5
n 2fs
c c0 f [
z] 0
.10
c c0 s [
xy] 0
.15
c c0 s [
z] 0
.140
ryz6
▲ MAX COOPER'S ASCENT #673 0:28:00 | 1.b6–1.c1
1.b6
n 2fs
c c0 f [
z] 0
.00
c c0 s [
xy] 0
.15
c c0 s [
z] 0
.150
ryz6
▲ MAX COOPER'S ASCENT #697 0:29:00 | 1.c1–1.c2
1.c1
n 1fs
c c0 s [
w] 0
.815
c c0 s [
xyz] 0
.15
▲ MAX COOPER'S ASCENT #745 0:31:00 | 1.c2–1.d1
▲ MAX COOPER'S ASCENT #793 0:33:00 | 1.d1–1.d2
1.d1
n 2fs
a xw astepb4
c c0 f [
w] 0
.9
c c0 s [
w] 0
.715
c c0 s [
xyz] 0
.15
rotsrxy2!ryz2
▲ MAX COOPER'S ASCENT #841 0:35:00 | 1.d2–1.d3
1.d2
n 2fs
a xw astepb4
c c0 f [
w] 0
.8
c c0 s [
w] 0
.615
c c0 s [
xyz] 0
.15
rotsrxy2!ryz2
▲ MAX COOPER'S ASCENT #889 0:37:00 | 1.d3–1.d4
1.d3
n 2fs
a xw astepb4
c c0 f [
w] 0
.7
c c0 s [
w] 0
.515
c c0 s [
xyz] 0
.15
rotsrxy2!ryz2
▲ MAX COOPER'S ASCENT #937 0:39:00 | 1.d4–1.d5
1.d4
n 2fs
a xw astepb4
c c0 f [
w] 0
.6
c c0 s [
w] 0
.415
rotsrxy2!ryz2
▲ MAX COOPER'S ASCENT #985 0:41:00 | 1.d5–1.d6
1.d5
n 2fs
a xw astepb4
c c0 f [
w] 0
.4
c c0 s [
w] 0
.315
rotsrxy2!ryz2
▲ MAX COOPER'S ASCENT #1033 0:43:00 | 1.d6–1.d7
1.d6
n 2fs
a xw astepb4
c c0 f [
w] 0
.2
c c0 s [
w] 0
.215
rotsrxy2!ryz2
▲ MAX COOPER'S ASCENT #1081 0:45:00 | 1.d7–1.e1
1.d7
n 2fs
a xw astepb4
c c0 f [
w] 0
.0
c c0 s [
w] 0
.150
rotsrxy2!ryz2
▲ MAX COOPER'S ASCENT #1129 0:47:00 | 1.e1–1.e2
1.e1
n 2fs
c c0 s [
v] 0
.150
rotsrxy2 ryz2
▲ MAX COOPER'S ASCENT #1177 0:49:00 | 1.e2–1.e3
1.e2
n 2fs
c c0 f [
v] 1
.00
c c0 s [
xyzwv] 0
.150
rotsrxy2 ryz2
▲ MAX COOPER'S ASCENT #1225 0:51:00 | 1.e3–1.e3
1.e3
n 1fs
c c0 f [
v] 1
.05
c c0 s [
xyzwv] 0
.175
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1249 0:52:00 | 1.e3–1.e4
1.e3
n 1fs
c c0 f [
v] 1
.05
c c0 s [
xyzwv] 0
.175
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1297 0:54:00 | 1.e4–1.e5
1.e4
n 2fs
c c0 f [
v] 1
.00
c c0 s [
xyzwv] 0
.200
rotsrxy2 ryz2
▲ MAX COOPER'S ASCENT #1345 0:56:00 | 1.e5–1.e6
1.e5
n 2fs
c c0 f [
v] 1
.00
c c0 s [
xyzwv] 0
.225
rotsrxy2ryz2size . 1.30
▲ MAX COOPER'S ASCENT #1393 0:58:00 | 1.e6–1.e7
1.e6
n 2fs
c c0 f [
v] 0
.80
c c0 s [
xyzwv] 0
.250
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1441 1:00:00 | 1.e7–1.e8
1.e7
n 2fs
c c0 f [
v] 0
.70
c c0 s [
xyzwv] 0
.275
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1489 1:02:00 | 1.e8–1.e9
1.e8
n 2fs
c c0 f [
v] 0
.50
c c0 s [
xyzwv] 0
.300
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1537 1:04:00 | 1.e9–1.f1
1.e9
n 2fs
c c0 f [
v] 0
.40
c c0 s [
xyzwv] 0
.325
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1585 1:06:00 | 1.f1–1.f2
1.f1
n 2fs
c c0 f [
v] 0
.30
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1633 1:08:00 | 1.f2–1.f3
1.f2
n 2fs
c c0 f [
v] 0
.20
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1681 1:10:00 | 1.f3–1.f4
1.f3
n 2fs
c c0 f [
v] 0
.10
rotsrxy2ryz2
▲ MAX COOPER'S ASCENT #1729 1:12:00 | 2.a–2.a
2.a
n 2fs
c c1 f [
xy] s2f
rotthis2
▲ MAX COOPER'S ASCENT #1777 1:14:00 | 2.a–2.b
2.a
n 2fs
c c1 f [
xy] s2f
rotthis2
▲ MAX COOPER'S ASCENT #1825 1:16:00 | 2.b–2.c
2.b
n 2fs
c c1 f [
xy] s2f
rotthis2
▲ MAX COOPER'S ASCENT #1873 1:18:00 | 2.c–2.d
2.c
n 2fs
c c1 f [
xy] s2f
rotthis2
▲ MAX COOPER'S ASCENT #1921 1:20:00 | 2.d–2.e
2.d
n 2fs
c c1 f [
xy] s2f
rotthis2
▲ MAX COOPER'S ASCENT #1969 1:22:00 | 2.e–2.f
2.e
n 2fs
c c1 f [
xy] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2017 1:24:00 | 2.f–2.g
2.f
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2065 1:26:00 | 2.g–2.h
2.g
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2113 1:28:00 | 2.h–2.i
2.h
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2161 1:30:00 | 2.i–2.j
2.i
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2209 1:32:00 | 2.j–2.k
2.j
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2257 1:34:00 | 2.k–2.l
2.k
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2305 1:36:00 | 2.l–2.m
2.l
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2353 1:38:00 | 2.m–2.n
2.m
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
c c4 f [
xv] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2401 1:40:00 | 2.n–2.o
2.n
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
c c4 f [
xv] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2449 1:42:00 | 2.o–2.p
2.o
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
c c4 f [
xv] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2497 1:44:00 | 2.p–2.q
2.p
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
c c4 f [
xv] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2545 1:46:00 | 2.q–2.r
2.q
n 2fs
c c1 f [
xy] s2f
c c2 f [
xz] s2f
c c3 f [
xw] s2f
c c4 f [
xv] s2f
rotthis2
▲ MAX COOPER'S ASCENT #2593 1:48:00 | 2.r–3.a
2.r
n 2fs
c c1 f [
xy] 0
c c2 f [
xz] 0
c c3 f [
xw] 0
c c4 f [
xv] 0
rotthis2
▲ MAX COOPER'S ASCENT #2641 1:50:00 | 3.a–3.b
3.a
n 2fs
c c1 s
. s3s
rotthis2
▲ MAX COOPER'S ASCENT #2689 1:52:00 | 3.b–3.c
3.b
n 2fs
c c1 s
. s3s
rotthis2
▲ MAX COOPER'S ASCENT #2737 1:54:00 | 3.c–3.d
3.c
n 2fs
c c1 s
. s3s
c c2 s
. s3s
rotthis2
▲ MAX COOPER'S ASCENT #2785 1:56:00 | 3.d–3.e
3.d
n 2fs
c c1 s
. s3s
c c2 s
. s3s
rotthis2
▲ MAX COOPER'S ASCENT #2833 1:58:00 | 3.e–3.f
3.e
n 2fs
c c0 f
. s3f
c c1 s
. s3s
c c2 s
. s3s
c c3 s
. s3s
rotthis2
▲ MAX COOPER'S ASCENT #2881 2:00:00 | 3.f–3.g
3.f
n 2fs
c c0 f
. s3f
c c1 s
. s3s
c c2 s
. s3s
c c3 s
. s3s
rotthis2
▲ MAX COOPER'S ASCENT #2929 2:02:00 | 3.g–3.h
3.g
n 2fs
c c0 f
. s3f
c c[1-4] s
. s3s
rotthis2
▲ MAX COOPER'S ASCENT #2977 2:04:00 | 3.h–3.i
3.h
n 2fs
c c0 f
. s3f
c c[1-4] s
. s3s
rotthis2
▲ MAX COOPER'S ASCENT #3025 2:06:00 | 3.i–3.i
3.i
n 2fs
c c0 f
. s3f
c c[1-4] s
. s3s
rotthis2rep 2
▲ MAX COOPER'S ASCENT #3073 2:08:00 | 3.i–3.j
3.i
n 2fs
c c0 f
. s3f
c c[1-4] s
. s3s
rotthis2rep 2
▲ MAX COOPER'S ASCENT #3121 2:10:00 | 3.j–3.j
3.j
n 2fs
c c0 f
. s3f
rotthis2rep 2
▲ MAX COOPER'S ASCENT #3169 2:12:00 | 3.j–3.k
3.j
n 2fs
c c0 f
. s3f
rotthis2rep 2
▲ MAX COOPER'S ASCENT #3217 2:14:00 | 3.k–3.k
▲ MAX COOPER'S ASCENT #3265 2:16:00 | 4.a–4.a
4.a
n 2fs
c c0 f
. 0.90
c c1 f [
xy] s4f
c c[0-1] s
. p2
map_fade(c1,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3313 2:18:00 | 4.a–4.b
4.a
n 2fs
c c0 f
. 0.90
c c1 f [
xy] s4f
c c[0-1] s
. p2
map_fade(c1,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3361 2:20:00 | 4.b–4.c
4.b
n 2fs
a xv 0
.10
a xw 0
.90
a xz 0
.16
c c1 f [
xy] s4f
c c[0-1] s
. p2
map_fade(c1,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3409 2:22:00 | 4.c–4.d
4.c
n 2fs
a yv 0
.13
a yw 0
.03
c c1 f [
xy] s4f
c c[0-1] s
. p2
map_fade(c1,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3457 2:24:00 | 4.d–4.e
4.d
n 2fs
c c2 f [
xz] s4f
c c[0-2] s
. p2
cube c[1] a [
xy][yzwvu] astep-fast
map_fade(c2,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3505 2:26:00 | 4.e–4.f
4.e
n 2fs
c c2 f [
xz] s4f
c c[0-2] s
. p2
cube c[1-2] a [
xy][yzwvu] astep-fast
map_fade(c2,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3553 2:28:00 | 4.f–4.g
4.f
n 2fs
a xv 0
.10
a xw 0
.90
a xz 0
.16
c c2 f [
xz] s4f
c c[0-2] s
. p2
cube c[1-2] a [
xy][yzwvu] astep-fast
map_fade(c2,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3601 2:30:00 | 4.g–4.h
4.g
n 2fs
a yv 0
.15
a yw 0
.03
c c3 f [
xw] s4f
c c[0-3] s
. p2
cube c[1-2] a [
xy][yzwvu] astep-fast
map_fade(c3,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3649 2:32:00 | 4.h–4.i
4.h
n 2fs
c c3 f [
xw] s4f
c c[0-3] s
. p2
cube c[1-3] a [
xy][yzwvu] astep-fast
map_fade(c3,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3697 2:34:00 | 4.i–4.j
4.i
n 2fs
c c3 f [
xw] s4f
c c[0-3] s
. p2
cube c[1-3] a [
xy][yzwvu] astep-fast
map_fade(c4,.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3745 2:36:00 | 4.j–4.k
4.j
n 2fs
a xv 0
.10
a xw 0
.89
a xz 0
.16
c c4 f [
xv] s4f
cube c[1-3] a [
xy][yzwvu] astep-fast
map_fade(c[1-4],.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3793 2:38:00 | 4.k–4.l
4.k
n 2fs
a yv 0
.13
a yw 0
.03
c c4 f [
xv] s4f
cube c[1-4] a [
xy][yzwvu] astep-fast
map_fade(c[1-4],.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3841 2:40:00 | 4.l–4.m
4.l
n 2fs
c c4 f [
xv] s4f
cube c[1-4] a [
xy][yzwvu] astep-fast
map_fade(c[1-4],.,p1)rotthis3size . s4u
▲ MAX COOPER'S ASCENT #3889 2:42:00 | 5.a–5.a
▲ MAX COOPER'S ASCENT #3937 2:44:00 | 5.a–5.b
▲ MAX COOPER'S ASCENT #3985 2:46:00 | 5.b–5.c
5.b
n 2fs
c c[1-4] a [
xy][yzwvu] astep-vfast
c c[5-5] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3
▲ MAX COOPER'S ASCENT #4033 2:48:00 | 5.c–5.c
5.c
n 2fs
c c[1-5] a [
xy][yzwvu] astep-vfast
c c[5-6] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 5
▲ MAX COOPER'S ASCENT #4081 2:50:00 | 5.c–5.c
5.c
n 2fs
c c[1-5] a [
xy][yzwvu] astep-vfast
c c[5-6] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 5
▲ MAX COOPER'S ASCENT #4129 2:52:00 | 5.c–5.c
5.c
n 2fs
c c[1-5] a [
xy][yzwvu] astep-vfast
c c[5-6] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 5
▲ MAX COOPER'S ASCENT #4177 2:54:00 | 5.c–5.c
5.c
n 2fs
c c[1-5] a [
xy][yzwvu] astep-vfast
c c[5-6] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 5
▲ MAX COOPER'S ASCENT #4225 2:56:00 | 5.c–5.d
5.c
n 2fs
c c[1-5] a [
xy][yzwvu] astep-vfast
c c[5-6] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 5
▲ MAX COOPER'S ASCENT #4273 2:58:00 | 5.d–5.d
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4321 3:00:00 | 5.d–5.d
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4369 3:02:00 | 5.d–5.d
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4417 3:04:00 | 5.d–5.d
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4465 3:06:00 | 5.d–5.d
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4513 3:08:00 | 5.d–5.d
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4561 3:10:00 | 5.d–5.d
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4609 3:12:00 | 5.d–5.d
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4657 3:14:00 | 5.d–5.e
5.d
n 2fs
c c[1-6] a [
xy][yzwvu] astep-vfast
c c[5-7] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 9
▲ MAX COOPER'S ASCENT #4705 3:16:00 | 5.e–5.e
5.e
n 2fs
c c[1-7] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 4
▲ MAX COOPER'S ASCENT #4753 3:18:00 | 5.e–5.e
5.e
n 2fs
c c[1-7] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 4
▲ MAX COOPER'S ASCENT #4801 3:20:00 | 5.e–5.e
5.e
n 2fs
c c[1-7] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 4
▲ MAX COOPER'S ASCENT #4849 3:22:00 | 5.e–5.f
5.e
n 2fs
c c[1-7] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cf
map_fade(c[1-4],.,s5f)rotthis3rep 4
▲ MAX COOPER'S ASCENT #4897 3:24:00 | 5.f–5.f
5.f
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 5
▲ MAX COOPER'S ASCENT #4945 3:26:00 | 5.f–5.f
5.f
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 5
▲ MAX COOPER'S ASCENT #4993 3:28:00 | 5.f–5.f
5.f
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 5
▲ MAX COOPER'S ASCENT #5041 3:30:00 | 5.f–5.f
5.f
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 5
▲ MAX COOPER'S ASCENT #5089 3:32:00 | 5.f–5.g
5.f
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 5
▲ MAX COOPER'S ASCENT #5137 3:34:00 | 5.g–5.g
5.g
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 6
▲ MAX COOPER'S ASCENT #5185 3:36:00 | 5.g–5.g
5.g
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 6
▲ MAX COOPER'S ASCENT #5233 3:38:00 | 5.g–5.g
5.g
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 6
▲ MAX COOPER'S ASCENT #5281 3:40:00 | 5.g–5.g
5.g
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 6
▲ MAX COOPER'S ASCENT #5329 3:42:00 | 5.g–5.g
5.g
n 2fs
c c[1-8] a [
xy][yzwvu] astep-vfast
c c[5-8] f
. s5cs
rotthis3rep 6
▲ MAX COOPER'S ASCENT #5377 3:44:00 | 6.a–6.b
6.a
map_add(cd,xyzwv,179c)
▲ MAX COOPER'S ASCENT #5713 3:58:00 | 6.b–6.c
6.b
n 14fs
a xv refxv
a xw refxw
a xy refxy
a xz refxz
a yv refyv
a yw refyw
a yz refyz
c c[0-9a-d] a
. 0
map_fade(c[a-d],.,ps6)
▲ MAX COOPER'S ASCENT #5761 4:00:00 | 6.c–6.d
6.c
n 2fs
a xw d0
.01
cube c[0-8] fade
. ps15
cube_rot(.,[xy][yzwvu],astep-vvslow)f . . map . fade ps15
rot6vvssize . ps20
▲ MAX COOPER'S ASCENT #5809 4:02:00 | 6.d–6.e
6.d
n 2fs
a xw d0
.01
a xy d-0
.001
cube c[0-8] fade
. ps14
cube_rot(.,[xy][yzwvu],astep-vvslow)f . . map . fade ps14
rot6vssize . ps20
▲ MAX COOPER'S ASCENT #5857 4:04:00 | 6.e–6.f
6.e
n 2fs
a xw d0
.01
a xy d-0
.002
cube c[0-8] fade
. ps13
cube_rot(.,[xy][yzwvu],astep-vslow)f . . map . fade ps13
rot6ssize . ps20
▲ MAX COOPER'S ASCENT #5905 4:06:00 | 6.f–6.g
6.f
n 2fs
a xw d0
.01
a xy d-0
.002
cube c[0-8] fade
. ps12
cube_rot(.,[xy][yzwvu],astep-slow)f . . map . fade ps12
rot6ssize . ps20
▲ MAX COOPER'S ASCENT #5953 4:08:00 | 6.g–6.h
6.g
n 2fs
a xw d0
.02
a xy d-0
.002
cube c[0-8] fade
. ps11
cube_rot(.,[xy][yzwvu],astep-slow)f . . map . fade ps11
rot6fsize . ps20
▲ MAX COOPER'S ASCENT #6001 4:10:00 | 6.h–6.i
6.h
n 2fs
a xw d0
.02
a xy d-0
.002
cube c[0-8] fade
. ps10
cube_rot(.,[xy][yzwvu],astep-med)f . . map . fade ps10
rot6fsize . ps20
▲ MAX COOPER'S ASCENT #6049 4:12:00 | 6.i–6.j
6.i
n 2fs
a xw d0
.03
a xy d-0
.003
cube c[0-8] fade
. ps9
cube_rot(.,[xy][yzwvu],astep-med)f . . map . fade ps9
rot6vfsize . ps20
▲ MAX COOPER'S ASCENT #6097 4:14:00 | 6.j–6.k
6.j
n 2fs
a xw d0
.03
a xy d-0
.003
cube c[0-8] fade
. ps8
cube_rot(.,[xy][yzwvu],astep-fast)f . . map . fade ps8
rot6vfsize . ps20
▲ MAX COOPER'S ASCENT #6145 4:16:00 | 6.k–6.l
6.k
n 2fs
a xw d0
.04
a xy d-0
.004
cube c[0-8] fade
. ps7
cube_rot(.,[xy][yzwvu],astep-fast)f . . map . fade ps7
rot6vfsize . ps21
▲ MAX COOPER'S ASCENT #6193 4:18:00 | 6.l–6.m
6.l
n 2fs
a xw d0
.05
a xy d-0
.005
cube c[0-8] fade
. ps6
cube_rot(.,[xy][yzwvu],astep-vfast)f . . map . fade ps6
rot6vfsize . ps21
▲ MAX COOPER'S ASCENT #6241 4:20:00 | 6.m–6.n
6.m
n 2fs
a xw d0
.06
a xy d-0
.010
cube c[0-8] fade
. ps6
cube_rot(.,[xy][yzwvu],astep-vfast)f . . map . fade ps6
rot6vvfsize . ps21
▲ MAX COOPER'S ASCENT #6289 4:22:00 | 6.n–6.o
6.n
n 2fs
a xw d0
.07
a xy d-0
.010
cube c[0-8] fade
. ps6
cube_rot(.,[xy][yzwvu],astep-vfast)f . . map . fade ps6
rot6vvfsize . ps21
▲ MAX COOPER'S ASCENT #6337 4:24:00 | 6.o–6.p
6.o
n 2fs
a xw d0
.08
a xy d-0
.007
cube c[0-8] fade
. ps8
cube_rot(.,[xy][yzwvu],astep-vvfast)f . . map . fade ps8
rot6vvvfsize . ps21
▲ MAX COOPER'S ASCENT #6385 4:26:00 | 6.p–6.q
6.p
n 2fs
a xw d0
.05
a xy d-0
.004
cube c[0-8] fade
. ps10
cube_rot(.,[xy][yzwvu],astep-vvfast)f . . map . fade ps10
rot6vvvfsize . ps21
▲ MAX COOPER'S ASCENT #6433 4:28:00 | 6.q–6.r
6.q
n 2fs
a xw d0
.03
a xy d-0
.002
cube c[0-8] fade
. ps12
cube_rot(.,[xy][yzwvu],astep-vvfast)f . . map . fade ps12
rot6vvvfsize . ps21
▲ MAX COOPER'S ASCENT #6481 4:30:00 | 7.a–7.a
7.a
n 2fs
cube c[0-2] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med)face c[0-9a-e]
. map . fade p5
rot6frep 2
▲ MAX COOPER'S ASCENT #6529 4:32:00 | 7.a–7.a
7.a
n 2fs
cube c[0-2] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med)face c[0-9a-e]
. map . fade p5
rot6frep 2
▲ MAX COOPER'S ASCENT #6577 4:34:00 | 7.a–7.b
7.a
n 2fs
cube c[0-2] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med)face c[0-9a-e]
. map . fade p5
rot6frep 2
▲ MAX COOPER'S ASCENT #6625 4:36:00 | 7.b–7.b
7.b
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6frep 2
▲ MAX COOPER'S ASCENT #6673 4:38:00 | 7.b–7.c
7.b
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6frep 2
▲ MAX COOPER'S ASCENT #6721 4:40:00 | 7.c–7.c
7.c
n 2fs
cube c[0-4] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med) face c[0-9a-f]
. map . fade p5
rot6vfrep 2
▲ MAX COOPER'S ASCENT #6769 4:42:00 | 7.c–7.d
7.c
n 2fs
cube c[0-4] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med) face c[0-9a-f]
. map . fade p5
rot6vfrep 2
▲ MAX COOPER'S ASCENT #6817 4:44:00 | 7.d–7.d
7.d
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6vfrep 2
▲ MAX COOPER'S ASCENT #6865 4:46:00 | 7.d–7.e
7.d
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6vfrep 2
▲ MAX COOPER'S ASCENT #6913 4:48:00 | 7.e–7.e
7.e
n 2fs
cube c[0-6] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med) face c[0-9a-g]
. map . fade p5
rot6vvfrep 2
▲ MAX COOPER'S ASCENT #6961 4:50:00 | 7.e–7.f
7.e
n 2fs
cube c[0-6] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med) face c[0-9a-g]
. map . fade p5
rot6vvfrep 2
▲ MAX COOPER'S ASCENT #7009 4:52:00 | 7.f–7.f
7.f
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6vvfrep 2
▲ MAX COOPER'S ASCENT #7057 4:54:00 | 7.f–7.g
7.f
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6vvfrep 2
▲ MAX COOPER'S ASCENT #7105 4:56:00 | 7.g–7.g
7.g
n 2fs
cube c[0-8] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med) face c[0-9a-h]
. map . fade p5
rot6vfrep 2
▲ MAX COOPER'S ASCENT #7153 4:58:00 | 7.g–7.h
7.g
n 2fs
cube c[0-8] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med) face c[0-9a-h]
. map . fade p5
rot6vfrep 2
▲ MAX COOPER'S ASCENT #7201 5:00:00 | 7.h–7.h
7.h
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6vfrep 2
▲ MAX COOPER'S ASCENT #7249 5:02:00 | 7.h–7.i
7.h
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6vfrep 2
▲ MAX COOPER'S ASCENT #7297 5:04:00 | 7.i–7.i
7.i
n 2fs
cube c[0-8] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med) face . . map . fade p5
rot6vfrep 2
▲ MAX COOPER'S ASCENT #7345 5:06:00 | 7.i–7.j
7.i
n 2fs
cube c[0-8] fade
. p5
cube_rot(.,[xy][yzwvu],astep-med) face . . map . fade p5
rot6vfrep 2
▲ MAX COOPER'S ASCENT #7393 5:08:00 | 7.j–7.j
7.j
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6vfrep 2
▲ MAX COOPER'S ASCENT #7441 5:10:00 | 7.j–8.a
7.j
n 2fs
cube_rot(.,[xy][yzwvu],astep-med) rot6vfrep 2
▲ MAX COOPER'S ASCENT #7489 5:12:00 | 8.a–8.a
8.a
n 2fs
cube . f . q33
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q33)rot6msize . r0.90
rep 2
▲ MAX COOPER'S ASCENT #7537 5:14:00 | 8.a–8.a
8.a
n 2fs
cube . f . q33
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q33)rot6msize . r0.90
rep 2
▲ MAX COOPER'S ASCENT #7585 5:16:00 | 8.a–8.a
8.a
n 2fs
cube . f . q33
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q33)rot6msize . r0.90
rep 2
▲ MAX COOPER'S ASCENT #7633 5:18:00 | 8.a–8.a
8.a
n 2fs
cube . f . q33
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q33)rot6msize . r0.90
rep 2
▲ MAX COOPER'S ASCENT #7681 5:20:00 | 8.a–8.a
8.a
n 2fs
cube . f . q33
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q33)rot6msize . r0.90
rep 2
▲ MAX COOPER'S ASCENT #7729 5:22:00 | 8.a–8.c
8.a
n 2fs
cube . f . q33
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q33)rot6msize . r0.90
rep 2
▲ MAX COOPER'S ASCENT #7777 5:24:00 | 8.c–8.c
8.c
n 2fs
cube . f . q50
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q50)rot6ssize . q31
rep 4
▲ MAX COOPER'S ASCENT #7825 5:26:00 | 8.c–8.c
8.c
n 2fs
cube . f . q50
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q50)rot6ssize . q31
rep 4
▲ MAX COOPER'S ASCENT #7873 5:28:00 | 8.c–8.c
8.c
n 2fs
cube . f . q50
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q50)rot6ssize . q31
rep 4
▲ MAX COOPER'S ASCENT #7921 5:30:00 | 8.c–9.a
8.c
n 2fs
cube . f . q50
cube c[e-h] s
. r0.95
cube_rot(.,[xy][yzwvu],astep-med)map_fade(.,.,q50)rot6ssize . q31
rep 4
▲ MAX COOPER'S ASCENT #7969 5:32:00 | 9.a–9.a
9.a
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q30
rep 6
▲ MAX COOPER'S ASCENT #8017 5:34:00 | 9.a–9.a
9.a
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q30
rep 6
▲ MAX COOPER'S ASCENT #8065 5:36:00 | 9.a–9.a
9.a
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q30
rep 6
▲ MAX COOPER'S ASCENT #8113 5:38:00 | 9.a–9.a
9.a
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q30
rep 6
▲ MAX COOPER'S ASCENT #8161 5:40:00 | 9.a–9.a
9.a
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q30
rep 6
▲ MAX COOPER'S ASCENT #8209 5:42:00 | 9.a–9.b
9.a
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q30
rep 6
▲ MAX COOPER'S ASCENT #8257 5:44:00 | 9.b–9.b
9.b
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q29
rep 6
▲ MAX COOPER'S ASCENT #8305 5:46:00 | 9.b–9.b
9.b
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q29
rep 6
▲ MAX COOPER'S ASCENT #8353 5:48:00 | 9.b–9.b
9.b
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q29
rep 6
▲ MAX COOPER'S ASCENT #8401 5:50:00 | 9.b–9.b
9.b
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q29
rep 6
▲ MAX COOPER'S ASCENT #8449 5:52:00 | 9.b–9.b
9.b
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q29
rep 6
▲ MAX COOPER'S ASCENT #8497 5:54:00 | 9.b–9.c
9.b
n 2fs
cube . f . q50
cube_rot(.,[xy][ywvu],astep-med)map_fade(.,.,q50)rot6ssize . q29
rep 6
news
+ thoughts
Thu 17-08-2023
Nature uses only the longest threads to weave her patterns, so that each small piece of her fabric reveals the organization of the entire tapestry. – Richard Feynman
Following up on our Neural network primer column, this month we explore a different kind of network architecture: a convolutional network.
The convolutional network replaces the hidden layer of a fully connected network (FCN) with one or more filters (a kind of neuron that looks at the input within a narrow window).
▲ Nature Methods Points of Significance column: Convolutional neural networks.
(
read)
Even through convolutional networks have far fewer neurons that an FCN, they can perform substantially better for certain kinds of problems, such as sequence motif detection.
Derry, A., Krzywinski, M & Altman, N. (2023) Points of significance: Convolutional neural networks. Nature Methods 20:.
Background reading
Derry, A., Krzywinski, M. & Altman, N. (2023) Points of significance: Neural network primer. Nature Methods 20:165–167.
Lever, J., Krzywinski, M. & Altman, N. (2016) Points of significance: Logistic regression. Nature Methods 13:541–542.
Tue 10-01-2023
Nature is often hidden, sometimes overcome, seldom extinguished. —Francis Bacon
In the first of a series of columns about neural networks, we introduce them with an intuitive approach that draws from our discussion about logistic regression.
▲ Nature Methods Points of Significance column: Neural network primer.
(
read)
Simple neural networks are just a chain of linear regressions. And, although neural network models can get very complicated, their essence can be understood in terms of relatively basic principles.
We show how neural network components (neurons) can be arranged in the network and discuss the ideas of hidden layers. Using a simple data set we show how even a 3-neuron neural network can already model relatively complicated data patterns.
Derry, A., Krzywinski, M & Altman, N. (2023) Points of significance: Neural network primer. Nature Methods 20:165–167.
Background reading
Lever, J., Krzywinski, M. & Altman, N. (2016) Points of significance: Logistic regression. Nature Methods 13:541–542.
Thu 17-08-2023
If you sit on the sofa for your entire life, you’re running a higher risk of getting heart disease and cancer. —Alex Honnold, American rock climber
In a follow-up to our Survival analysis — time-to-event data and censoring article, we look at how regression can be used to account for additional risk factors in survival analysis.
We explore accelerated failure time regression (AFTR) and the Cox Proportional Hazards model (Cox PH).
▲ Nature Methods Points of Significance column: Regression modeling of time-to-event data with censoring.
(
read)
Dey, T., Lipsitz, S.R., Cooper, Z., Trinh, Q., Krzywinski, M & Altman, N. (2022) Points of significance: Regression modeling of time-to-event data with censoring. Nature Methods 19:1513–1515.