bnb32
Data science/research on renewable energy modeling at NREL. Cornell Physics PhD.
The National Renewable Energy LabSeattle, WA
Pinned Repositories
Advanced_IBM_Data_Science
Repo for the advanced ibm data science coursera course series
android_kernel_nvidia_shieldtablet
bnb32
bnb32.github.io
Personal webpage. Not updated often.
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
farms
Fast All-sky Radiation Model for Solar applications (FARMS)
nsrdb
NSRDB data processing pipeline. Includes satellite data assimilation, cloud property prediction and gap-filling, radiative transport modeling, and data collection.
rex
REsource eXtraction Tool (rex)
sup3r
The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.
bnb32's Repositories
bnb32/isca_aws
code for setting up and running isca on aws
bnb32/Advanced_IBM_Data_Science
Repo for the advanced ibm data science coursera course series
bnb32/bnb32
bnb32/bnb32.github.io
Personal webpage. Not updated often.
bnb32/corona_modeling
Compartmental epidemiology models for COVID
bnb32/gcm_aws
Tools for setting up gcms and running paleoclimate simulations on aws
bnb32/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.
bnb32/RL-equation-solver
Reinforcement learning based equation solver using various neural networks implemented in PyTorch
bnb32/cesm_aws
Sets up cesm on aws c5 instance.
bnb32/cloud_classification
bnb32/covid19_website
Web deployment of corona modelling project
bnb32/discord_bot
discord bot to counter server raids
bnb32/driving_forecast
bnb32/HurricaneClassification
image classification for pre-hurricane conditions
bnb32/IBM_Data_Science
ibm data science course
bnb32/itrdb_synth
PhD work on tree ring synthesis and MTM analysis.
bnb32/KaggleProblems
Kaggle Notebooks
bnb32/mip-tools
Tools for fetching and using CMIP data.
bnb32/mipthon
mip-tools implementation example
bnb32/neural_network
neural network for wholesome_bot
bnb32/nrel_project
Final interview nrel project
bnb32/phd_thesis
PhD thesis writeup
bnb32/project_euler
Project Euler Solutions
bnb32/spring_onset
Post-doctoral spring onset research
bnb32/Stanford_Algorithms
stanford algorithm class on coursera.
bnb32/streamelements_tools
Workaround to whisper streamelements song request actions from twitch chat.
bnb32/telequad_tools
Tools for telequad project
bnb32/wrf_aws
bnb32/wrf_pipeline_tools
PhD work studying effect of volcanic eruptions on hurricane statistics.
bnb32/zmk-config
Personal ZMK firmware configuration for Corne, Sofle, and Lily58 boards