Current list of mini projects as follows. You are free to
change any time, just let me know if you change.
|
Name |
OpenSource
Project |
Mini Project
Title |
Sharan Agrawal |
TensorFlow |
Agent Based Modelling in TensorFlow |
George Barbulescu |
Emukit etc. |
Enhancing Active Learning in Emukit: an extended experimental analysis |
Antonia-Irina Boca |
PyTorch, pytorch-geometric, FlexFlow, TenSat |
Tensor graph superoptimization for graph neural networks |
Kian Cross |
TVM |
Evaluating and Improving Scheduling Times in TVM |
Martin Graf |
Bao |
Improving BAO’s worst-case performance |
Jakob Hartmann |
NAS-MCTS, SMAC3, Ray-Tune, Gymnasium |
Comparison of Hyperparameter Optimization Approaches for Deep Reinforcement Learning |
Zejian Li |
PyTorch, PyTorch Geometric |
Exploring PyTorch Geometric: a geometric deep learning library built on top of PyTorch |
Shuntian Liu |
Apache Flink |
FlinkCoin: Comparative analysis of Apache Flink and other general purpose data processing frameworks |
Theodore Long |
FABOLAS |
Flexible, Parallelized, Bayesian Optimization for Large Datasets |
Ridwan Muheeb |
Spark |
Spark: Fast Cluster Computing |
Teodora Reu |
BoTorch and PyTorch Geometric |
Tuning Graph Neural Networks with Bayesian Optimization |
Anna Talas |
World Model |
Build a working prototype on a WORLD for Gaming |
Sarah Zhao |
Pyro, GPyTorch and BoTorch |
An Extended Comparison of Pyro and PyTorch (Exploring some gaps in Pyro experiments) |
