Pinned

1. Attention-Based-Deep-Multiple-Instance-Learning Attention-Based-Deep-Multiple-Instance-Learning Public

   Constructed attention-based deep multiple instance learning model using PyTorch and trained on 624 whole slide images of digitized H&E-stained prostate biopsies using AWS SageMaker’s data paralleli…

   Jupyter Notebook 16 4

2. Discovery-and-Development-of-a-Novel-Drug-to-Treat-Hypertrophic-Cardiomyopathy Discovery-and-Development-of-a-Novel-Drug-to-Treat-Hypertrophic-Cardiomyopathy Public

   50 page proposal for a potential new drug detailing disease pathology, currently available drugs, target identification, lead selection and optimization, as well as in vitro and in vivo efficacy an…

3. Molecular-Scalar-Coupling-Constant-Prediction-using-SchNet Molecular-Scalar-Coupling-Constant-Prediction-using-SchNet Public

   This final project for the CS-GY-9223 Deep Learning course at NYU Tandon implements SchNet, based on the paper by Schütt et al., for prediction of molecular scalar coupling constants

   Jupyter Notebook 5

4. Analysis-of-Accelerated-Gradient-Descent-with-Polyak-Step-Size-Using-Performance-Estimation-Toolbox Analysis-of-Accelerated-Gradient-Descent-with-Polyak-Step-Size-Using-Performance-Estimation-Toolbox Public

   This is the final project for CS-GY 9223D Algorithmic Machine Learning and Data Science at NYU Tandon: an advanced theory course exploring contemporary algorithmic techniques and recent research on…

   Jupyter Notebook

5. Personality-Type-Prediction-Using-Multi-Label-Classification Personality-Type-Prediction-Using-Multi-Label-Classification Public

   Explores personality type prediction using several scikit-multilearn multi-label classifiers, LSTM, CNN, and BERT.

   Jupyter Notebook 5 2

6. 3D-Model-Facial-Recognition 3D-Model-Facial-Recognition Public

   This final project for the CS-GY-6643 Computer Vision course at NYU Tandon explores the use of synthetic 2D images from 3D models for use in a 2D facial recognition system.

   Jupyter Notebook 1