griffinbran Goto Github PK

chemical-physics-data-visualization

App for Research Data Analytics

democratizing-autonomous-vehicle-research-and-development

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 trips around virtual tracks, in speed-controlled environments.

discerning-suicidal-ideation-from-the-language-of-depression

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

equitable-education-affects-on-college-entrance-exam-performance

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

griffinbran.github.io

hackathon_march2021

RMDS 2021 Data Science Competition - Impact of News Sentiment on the Stock Market

intel-image-classification

One-Day Hackathon

object-detection-of-canines-with-transfer-learning

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

real-estate-statistical-modeling

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.

scratchpad

RMDS 2021: Data Science Competition Notebook

temp-repo-1

Trash repo, in construction, reorganizing and creating templates for getting started on new projects.