Pinned

1. Chemical-Physics-Data-Visualization Chemical-Physics-Data-Visualization Public

   App for Research Data Analytics

   Python 3

2. Democratizing-Autonomous-Vehicle-Research-and-Development Democratizing-Autonomous-Vehicle-Research-and-Development Public

   Simulation of autonomous driving by deep learning with GPU accelerated computing on Google Cloud. Augmentation and custom loss-functions allow self-driving vehicles to maintain lanes, for single tr…

   Jupyter Notebook

3. Real-Estate-Statistical-Modeling Real-Estate-Statistical-Modeling Public

   Predictive analysis, with feature engineering, and machine learning (ML) algorithms, such as linear regression, applied to predict the final sale price of homes in Ames, IA from 2006-2010.

   Jupyter Notebook 2

4. Object-Detection-of-Canines-with-Transfer-Learning Object-Detection-of-Canines-with-Transfer-Learning Public

   Deep learning for binary classification in Google Colaboratory with >97.5% accuracy on over 108,000 RGB images, including 3,000+ with dogs.

   Jupyter Notebook

5. Discerning-Suicidal-Ideation-From-the-Language-of-Depression Discerning-Suicidal-Ideation-From-the-Language-of-Depression Public

   Natural Language Processing (NLP) applied to over 200,000 subreddit submissions to correctly identify subset containing suicidality with applications for advancing clinical suicide prevention resea…

   HTML 2

6. Equitable-Education-Affects-on-College-Entrance-Exam-Performance Equitable-Education-Affects-on-College-Entrance-Exam-Performance Public

   Statistical analysis in Python of California’s Class of 2019 SAT/ACT Performance by School District, with data visualizations in Matplotlib and Seaborn.

   Jupyter Notebook