Rare find

Siren. A neural network that learns to recreate images and 3D shapes from coordinates.

github.com/lucidrains/siren-pytorch

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Vaya's read on this project

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Updates

July 2023

Release —0.1.7 Jul 28
add dropout Jul 28

December 2021

Release —0.1.6 Dec 3
fix meshgrid issue Dec 3

April 2021

Release —0.1.5 Apr 9
remove sigmoid gating Apr 9
Release —0.1.4 Apr 9
concat z to hiddens in modulatory network Apr 9
Release —0.1.2 Apr 9
feed z into every layer of mod network Apr 9
Release —0.1.1 Apr 9
patch Apr 9
Release —0.1.0 Apr 9
add ability to modulate Siren, for improved quality, based on new Ado… Apr 9

February 2021

Release —0.0.9 Feb 20
default theta to 1. Feb 20
readme Feb 2

January 2021

Release —0.0.8 Jan 31
let wrapper calculate a loss if an image is passed in, for training Jan 31
Release —0.0.7 Jan 18
add SirenWrapper Jan 18
make sure final activation of siren layer defaults to just a linear l… Jan 17
0.0.5 Jan 7
Merge pull request #2 from Nuri-benbarka/patch-1 Jan 7
Update siren_pytorch.py Jan 7

July 2020

correct initialization for first layer Jul 21

June 2020

update readme Jun 20
make sure final sine layer uses passed in w0 Jun 20
fix bug with initialization Jun 20
fix tabbing Jun 20