Pinned Repositories
Angle-Estimation-using-Detectron2-and-OpenCV
CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
GDN
Visualization Code for Figure 3 in the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
monodepth2
Monocular depth estimation from a single image
pymarl
Python Multi-Agent Reinforcement Learning framework
pytorch-GAT
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 entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
QCNet
[CVPR 2023] Query-Centric Trajectory Prediction
Research-Paper-Reading-Template
A markdown template for taking notes to summarize research papers.
shahaamirbader's Repositories
shahaamirbader/GDN
Visualization Code for Figure 3 in the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)
shahaamirbader/machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
shahaamirbader/Angle-Estimation-using-Detectron2-and-OpenCV
shahaamirbader/CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
shahaamirbader/decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
shahaamirbader/monodepth2
Monocular depth estimation from a single image
shahaamirbader/pymarl
Python Multi-Agent Reinforcement Learning framework
shahaamirbader/pytorch-GAT
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 entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
shahaamirbader/QCNet
[CVPR 2023] Query-Centric Trajectory Prediction
shahaamirbader/Research-Paper-Reading-Template
A markdown template for taking notes to summarize research papers.
shahaamirbader/shahaamirbader
Config files for my GitHub profile.
shahaamirbader/SO2-MADT
Code base for SO2-MADT for the paper "Safe Offline-to-Online Multi-Agent Decision Transformer: A Safety Conscious Sequence Modeling Approach", accepted in IROS 2024.