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Implemented a visualization for the neural network today. This is a neural network being trained to learn the snake game in a terminal. It's built in Rust using Ratatui More input details in thread

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Bones

7,417 subscribers

165,655 Aufrufe • vor 2 Jahren •via X (Twitter)

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Profilbild von Bones
Bonesvor 2 Jahren

The newer arch has 24 inputs, 16 (8x2 directional vision) +. 8 (4x2, 1-hot encoded head and tail dirs) S - solid, F - food, LF/L - left, RT/R - right, BT/B - bottom, TP/T - top, TL - top left, TR - top right, BR - bottom right, BL - bottom left, HE - head, TA - tail.

Profilbild von Bones
Bonesvor 1 Jahr

Source:

Profilbild von mitch 🏴‍☠️
mitch 🏴‍☠️vor 2 Jahren

@ratatui_rs Literally on my to do list this week was developing my first neural network in rust, you’re the bomb

Profilbild von Sarlloc ✭
Sarlloc ✭vor 1 Jahr

@ratatui_rs how about this visualization?

Profilbild von Bones
Bonesvor 1 Jahr

@ratatui_rs This is really cool

Profilbild von Arnie Ramesh
Arnie Rameshvor 2 Jahren

@ratatui_rs This is sick

Profilbild von SifoDyas
SifoDyasvor 2 Jahren

@ratatui_rs NEAT?

Profilbild von Bones
Bonesvor 2 Jahren

@ratatui_rs Yes, but this doesn't evolve the network architecture, just the weights/biases

Profilbild von Quentin Munch
Quentin Munchvor 2 Jahren

@ratatui_rs @BonesaiDev what Rust algebra / NN lib did you use in Rust ? Or is it from scratch ?

Profilbild von Bones
Bonesvor 2 Jahren

@ratatui_rs Yup, everything was built from scratch, this is mostly a rewrite of own project -

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