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Volume rendering is more transparent from one direction that another

I'm trying to get my head around volume rendering using three.js and ray marching GLSL. I've got some data I synthesised from a numpy array. The cube of data being rendered is more opaque on one side, graduating to being transparent on the other side - like this (ignore the...