Pinned Loading

1. Super_Resolution_Models Super_Resolution_Models Public

   Super-Resolution Models: From simple to complex: Autoencoder -> ResNet -> U-Net -> SRResNet -> SRGAN

   Python 3

2. Vision_Models Vision_Models Public

   Collection of Models: StyleTransfer GAN, Converting 3D objects to 2D projections, and NERF

   Jupyter Notebook

3. Contrastive_Boosting Contrastive_Boosting Public

   For Individual Fairness across an algorithm

   Jupyter Notebook

4. System_Dynamics_Conference System_Dynamics_Conference Public

   Analyzing the International Society of System Dynamics yearly conference survey data.

   Python

5. Transformers_for_Modeling_Decision_Sequences Transformers_for_Modeling_Decision_Sequences Public

   I will use language sequencing models to capture the decisions mice make in a dynamic, probabilistic task. This will involve modeling experimental data from real mouse decisions and synthetic data …

   Jupyter Notebook 1

6. Number_Partition_Solutions Number_Partition_Solutions Public

   Implements number-partitioning heuristics: Karmarkar-Karp, repeated random, hill climbing, simulated annealing, and their “partitioned” variants. Uses a CLI that runs any choice against a list of i…

   Python