Arindam Chowdhury's repositories
Unrolled-WMMSE
Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation
Unrolled-WMMSE-for-MU-MIMO
Tensorflow implementation of Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks
UWMMSE_MIMO
This library contains a Tensorflow implementation of multi-antenna version of UWMMSE
stability-UWMMSE
This library contains a Tensorflow implementation of the paper Stability Analysis of Unfolded WMMSE for Power Allocation
awesome-network-embedding
A curated list of network embedding techniques.
benchmarking-gnns
Repository for benchmarking graph neural networks
codellama
Inference code for CodeLlama models
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
EstimNetDirected
Equilibrium Expectation for ERGM parameter estimation for large directed networks
flashlight
A C++ standalone library for machine learning
GNNPapers
Must-read papers on graph neural networks (GNN)
graph-neural-networks
Library to implement graph neural networks in PyTorch
ignnition
Framework for fast prototyping of Graph Neural Networks
llm.c
LLM training in simple, raw C/CUDA
MADRL
Repo containing code for multi-agent deep reinforcement learning (MADRL).
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
MolGAN
Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs
pymobility
python implementation of mobility models
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
TD3
Author's PyTorch implementation of TD3 for OpenAI gym tasks