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Yan Ru Pei's Projects

mamba-tiny icon mamba-tiny

Simple, minimal implementation of the Mamba SSM in one pytorch file. More efficient than using for loops, but probably less efficient than using associative scans

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

peapods icon peapods

Pythonic and efficient simulation of spin systems

pontryagin-differentiable-programming icon pontryagin-differentiable-programming

A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

rbm_jax icon rbm_jax

A minimal example for training an RBM using jax.

slayerpytorch icon slayerpytorch

PyTorch implementation of SLAYER for training Spiking Neural Networks

snntorch icon snntorch

Deep and online learning with spiking neural networks in Python

stego icon stego

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

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