Bottleneck KANConv for Unet
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Updated
Jul 5, 2024 - Python
Bottleneck KANConv for Unet
Project in progress; implementing a KAN-based (instead of traditional multilayer-perceptron) Convolutional Neural Network (CNN) and creating an interface to run optimized algorithms, such as FFTconvolve and DMA tiling-based convolution, on MCUs such as an STM32 microcontroller (what I'm starting with)
A part of the final year project solution for low cost,sprase and explainable situations using LSTM,PINN,KAN-based surrogate models for two scale dynamics forecasting.
An attempt to translate ekmett's beautiful Kan library from Haskell to Scala.
KAN to classify handwritten digits from the MNIST dataset, providing efficient predictions and automated data handling.
Kolmogorov-Arnold Networks simple implementation using pytorch
Implementation of GPT2 using ChebyKAN
Short experiment with Deep Q-Learning + KAN to play Flappy Bird.
Different projects to discover Data Science
A multi-agent deep reinforcement learning model to de-traffic our lives
DEV Together - The 21 days project: It provides developers and employers a platform to grow, explore and invest.
Testing KAN-based text generation GPT models
Explore KAN-based Autoencoder recommemder systems
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