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A implement of Deep JSCC for wireless image transmission by PyTorch
Enhancing Belief Propagation Decoding of Polar Codes: A Reinforcement Learning Approach
Reinforcement Learning for Bit Flipping decoding of linear codes
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entr…
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Introduction to polar codes materials
Github repository for the paper Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers.
A Library for Differentiable Logic Gate Networks
Simple platform to Study 5G eMBB MET QC-LDPC codes and BP MS OMS NMS decoders
Python implementation of Reed-Muller codes
Software for decoding classical and quantum codes
Tools for plotting Extrinsic Information Transfer (EXIT) charts in Matlab
This application estimate iterative decoding threshold using degree description, Stephan ten Brink. More general decription of LDPC codes ensemble
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
A simple and efficient Mamba implementation in pure PyTorch and MLX.
A THU beamer template based on PKU beamer template
An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning
Mamba-Chat: A chat LLM based on the state-space model architecture 🐍