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royb0t - Gradient Ascent album download




Gradient Ascent



MP3 album size:

1206 mb

Other music formats:



4.4 ✱


Acid, Dark Ambient, Drum n Bass, Glitch, IDM, Industrial, Power Electronics

Date of release:


royb0t - Gradient Ascent album download


1 Segfault Overture 4:11
2 Reality Check 2:24
3 End Of The Rope 4:21
4 Collision Entropy 2:24
5 Time Is Barely Linear 2:10
6 Ventilator 2:32
7 Full Steel Enclosure 5:27
8 Concrete Fracture Analysis 2:43
9 Breather #3 2:08
10 Cadet Grey 1:58
11 Toska 3:03
12 Kites Untethered 2:46
13 On & On 2:53


  • Artwork – bzzrk

Barcode and Other Identifiers

  • Barcode (UPC): 840095436946

Gradient Ascent is 2 years old today. The track End Of The Rope features a fun acid line, if you need some squelch in your oontz today. Gradient Ascent, by royb0t.

Listen to Gradient Ascent now. Listen to Gradient Ascent in full in the this site app. Play on this site. 2017 Badtv Lab Productions.

Royb0t - Gradient Ascent (2017). Royb0t - Chop Local (Royb0t Remixes - Volume 1) (2014). Djversion666 - Embrace The Entropy (2016). Incubite - Collision Course (2012). Synthpop, Futurepop, Electropop, Minimal Wave, Minimal Synth, Synthwave.

Album download includes the bonus track, "Full Steel Enclosure (Abbreviated)", a shortened version of the song that originally appears on the 2017 LP, Gradient Ascent. Track 5 Remix and Additional Production by the boundless. Thinkbreak Records 2018. some rights reserved. electronic aggrotech body music cyberpunk dark electro electronica futurepop thinkbreak records Chicago.

To find a local minimum of a function using gradient descent, one takes steps proportional to the negative of the gradient (or approximate gradient) of the function at the current point. If, instead, one takes steps proportional to the positive of the gradient, one approaches a local maximum of that function; the procedure is then known as gradient ascent.

Real Name: Nick Liberatore. Gradient Ascent ‎(13xFile, WAV, Album). Not On Label (royb0t Self-released). USA, Canada & Europe.

Gradient ascent is just the process of maximizing, instead of minimizing, a loss function. Everything else is entirely the same. Ascent for some loss function, you could say, is like gradient descent on the negative of that loss function. answered Mar 23 '14 at 17:29. Typically, you'd use gradient ascent to maximize a likelihood function, and gradient descent to minimize a cost function. Both gradient descent and ascent are practically the same. Let me give you an concrete example using a simple gradient-based optimization friendly algorithm with a concav/convex likelihood/cost function: logistic regression. Unfortunately, SO still doesn't seem to support LaTeX, so let me post a few screenshots. The likelihood function that you want to maximize in logistic regression is. where "phi" is simply the sigmoid function.

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