Brandon N Benton's repositories
Advanced_IBM_Data_Science
Repo for the advanced ibm data science coursera course series
corona_modeling
Compartmental epidemiology models for COVID
gcm_aws
Tools for setting up gcms and running paleoclimate simulations on aws
modbot
This moderation bot software uses scikit-learn binary classification algorithms or pytorch neural networks to learn what phrases to allow in twitch chat. Labeled training data is constructed from chat logs with human moderation information. After training the software can be connected to twitch chat to automate moderation.
RL-equation-solver
Reinforcement learning based equation solver using various neural networks implemented in PyTorch
cesm_aws
Sets up cesm on aws c5 instance.
covid19_website
Web deployment of corona modelling project
discord_bot
discord bot to counter server raids
HurricaneClassification
image classification for pre-hurricane conditions
IBM_Data_Science
ibm data science course
itrdb_synth
PhD work on tree ring synthesis and MTM analysis.
KaggleProblems
Kaggle Notebooks
mip-tools
Tools for fetching and using CMIP data.
mipthon
mip-tools implementation example
neural_network
neural network for wholesome_bot
nrel_project
Final interview nrel project
phd_thesis
PhD thesis writeup
project_euler
Project Euler Solutions
spring_onset
Post-doctoral spring onset research
Stanford_Algorithms
stanford algorithm class on coursera.
streamelements_tools
Workaround to whisper streamelements song request actions from twitch chat.
telequad_tools
Tools for telequad project
wrf_pipeline_tools
PhD work studying effect of volcanic eruptions on hurricane statistics.