radio-transformer-networks
by gram-ai
A PyTorch implementation of Radio Transformer Networks from the paper "An Introduction to Deep Learning for the Physical Layer".
AI summary
Communications system
An implementation of a machine learning-based communications system using deep learning techniques.
- stars
- 127
- forks
- 24
- watching
- 16
Similar projects
Found by comparing what the projects do, not just their names.
GANs
An implementation of Generative Adversarial Networks in PyTorch for generating realistic data from a given distribution.
Neural network architecture
An implementation of a 1-bit weight neural network architecture using PyTorch
GAN model
A PyTorch implementation of a Generative Adversarial Network (GAN) for discovering cross-domain relations.
Graph neural network
An implementation of a neural network architecture for processing graph-structured data and making predictions on nodes.
Deep learning models
Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets.
Language model
An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling
Deep network architecture
An implementation of Wide Residual Networks in PyTorch for efficient deep learning on CIFAR10/100 datasets.
Image generator
Implementation of a deep learning model for generating high-quality images with improved stability and variation.
Neural network
An implementation of a deep neural network architecture in PyTorch
Language model trainer
This project provides code and model for improving language understanding through generative pre-training using a transformer-based architecture.
Neural net trainer
A PyTorch framework simplifying neural network training with automated boilerplate code and callback utilities
Speech recognition system
A deep learning-based speech recognition system built on top of PyTorch Lightning.
Neural networks library
An implementation of deep neural network architectures, including Transformers, in Python.
Transformer model
Implementing OpenAI's transformer language model in PyTorch with pre-trained weights and fine-tuning capabilities
Transformer model
An implementation of Reformer, an efficient Transformer model for natural language processing tasks.
