Aamir Bader Shah's Projects
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
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
Visualization Code for Figure 3 in the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)
π§ π¬ Articles I wrote about machine learning, archived from MachineCurve.com.
Monocular depth estimation from a single image
Python Multi-Agent Reinforcement Learning framework
My implementation of the original GAT paper (VeliΔkoviΔ 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!
[CVPR 2023] Query-Centric Trajectory Prediction
A markdown template for taking notes to summarize research papers.
Config files for my GitHub profile.