Example of replacing MLP with KAN in autoencoder(AE) and variational autoencoder(VAE)
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Jul 5, 2024 - Jupyter Notebook
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kolmogorov-arnold-network
Here are 9 public repositories matching this topic...
Gradient Boosting library with KAN (Kolmogorov-Arnold Network) learners
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Sep 5, 2026 - Python
Text-to-Image Generation with Mamba State Space Models and Kolmogorov-Arnold Networks — a linear-complexity alternative to Stable Diffusion
computer-vision deep-learning pytorch vae image-generation unet clip text-to-image mamba kan state-space-model diffusion-models ddpm ddim latent-diffusion generative-ai classifier-free-guidance kolmogorov-arnold-network
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Mar 29, 2026 - Python
TruKAN: Kolmogorov-Arnold Networks Using Truncated Power Functions
compiler plotting-library sympy-expressions physics-informed-neural-networks kolmogorov-arnold-representation kolmogorov-arnold-networks kolmogorov-arnold-network trukan truncated-power-functions truncated-power kan-compiler
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Jun 24, 2026 - Python
Repositori ini merupakan Bagian 01 dari seri pembelajaran "QNN-RL-ABM-Crypto", yang berfokus pada studi banding antara LSTM klasik dan tiga variannya yang terinspirasi oleh komputasi kuantum untuk memprediksi harga penutupan (close price) BTC/USDT.
machine-learning deep-learning bitcoin jupyter-notebook pytorch lstm quantum-computing quantum-machine-learning recurrent-neural-network time-series-forecasting binance-api cryptocurrency-prediction variational-quantum-circuit pennylane kolmogorov-arnold-network
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Sep 2, 2026 - Jupyter Notebook
Evaluating the effectiveness of continual learning with Kolmogorov-Arnold Networks in pattern recognition tasks
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May 29, 2025 - Jupyter Notebook
Simulation-only KAN sensorless DC motor control with independent evaluation, raw per-seed records, and explicit worst-case limits.
reinforcement-learning simulation pytorch dc-motor lyapunov ppo sensorless-control kolmogorov-arnold-network
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Aug 17, 2026 - Python
Hyperparameter tuning library for KAN-based models
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Jul 10, 2026 - Python
Code and frozen experiment artifacts for target-ancestral causal discovery and deconfounded mechanical attribution.
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Aug 10, 2026 - Python
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