Beyond Market Intelligence/weight distributions

weight distributions

Beyond Market Intelligence keeps weight distributions in one place: one story so far. The section currently leads with “Peek inside a neural network as it learns, layer by layer”. Open the training view and you'll watch a small neural network learn to read digits, layer by layer. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every weight distributions story on Beyond Market Intelligence, newest first.

Peek inside a neural network as it learns, layer by layer
Machine Learning

Peek inside a neural network as it learns, layer by layer

Open the training view and you'll watch a small neural network learn to read digits, layer by layer. Built with plain NumPy and manual backprop, this tool exposes the messy, instructive details most courses skim over: gradient norms, inactive neurons, and weight shifts from initialization. It reaches about 98.5% on MNIST, but the real value is the lab, where you can ablate neurons or tweak temperature and see accuracy move instantly. For teachers and self-learners, it turns abstract theory into something you can touch.