praful-dodda
PhD student at UNC Chapel Hill. I work in air quality modeling using CTMs and space-time Geostatistics. Sometimes on AI/ML, Soft. Dev., etc.
University of North Carolina at Chapel Hill
Pinned Repositories
BMEGUI
Dedicated to updating and improving BMEGUI
actions
GitHub Actions for the R community
aermod
R package providing a data frame interface for performing AERMOD runs
airpyllution
Python package for visualising future, historic and current air pollution data
MapVisualizations
Helper repo for the 'Map-based Visualizations in Python' tutorial series on Medium.
py_purpleair_aqi
Python code to get PurpleAir historical data
pyrsig
Python interface to RSIG Web API
praful-dodda's Repositories
praful-dodda/GPy
Gaussian processes framework in python
praful-dodda/purpleair_api
A Python3 wrapper written for the new PurpleAir API [https://api.purpleair.com/]. Find this package on pypi: https://pypi.org/project/purpleair-api/#history You can grab your own sensor here: https://www2.purpleair.com/
praful-dodda/py_purpleair_aqi
Python code to get PurpleAir historical data
praful-dodda/sp2020
Data Science for Earth spring 2020
praful-dodda/spatial-prediction-eml
Online tutorial on how to use Ensemble Machine Learning for spatial and spatiotemporal interpolation / predictions
praful-dodda/AirSensor
Utilities for working with data from PurpleAir sensors
praful-dodda/pyrsig
Python interface to RSIG Web API
praful-dodda/Aermod_Chem
Code development for AERMOD to add new chemistry schemes for NO2 and PM2.5
praful-dodda/Artificial-Intelligence-And-Data-Science-Pro
Regularly Updated | Collection of the best Data Science and AI Material from the Web | Covering Everything from Books, Courses along with Material, Research Papers, and Interview Prep to Cheatsheet
praful-dodda/automate-powerpoint
praful-dodda/beginners-pytorch-deep-learning
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
praful-dodda/BenMAPR
Like EPA's BenMAP, but in R
praful-dodda/BME-Lab
This repository is to share codes within BME labmates
praful-dodda/BMElib
BMElib is a powerful MATLAB numerical toolbox of Modern Spatiotemporal Geostatistics implementing the Bayesian Maximum Entropy (BME) theory.
praful-dodda/Data-Science-Cheatsheet
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
praful-dodda/emisqa
Python-based air emissions QA and reporting tool for CMAQ and CAMx model ready emissions inputs.
praful-dodda/F0AM
Framework for 0-D Atmospheric Modeling
praful-dodda/Install-WRF-4.5-CMAQ-5.4-on-Ubuntu
This shell script assists WRF/CMAQ users in installing the Weather Research and Forecasting (WRF) model version 4.5 / US EPA Community Multiscale Air Quality Model (CMAQ) version 5.4 on Ubuntu 22.04.2 LTS in 64-bit system.
praful-dodda/jupyter-notebooks
A collection of Planet OS Jupyter notebooks.
praful-dodda/LCS_placement_sims
Comparing distributions of low-cost sensors in terms of accuracy and equity of real-time air quality information
praful-dodda/monetio
The Model and ObservatioN Evaluation Tool I/O
praful-dodda/Neighbours
praful-dodda/personal-website-template
Ideas for personal website
praful-dodda/praful-dodda.github.io
Personal website of Praful Dodda
praful-dodda/project-website-template
A HTML/CSS Template for Building Projects or Personal Websites
praful-dodda/pseudonetcdf
PseudoNetCDF like NetCDF except for many scientific format backends
praful-dodda/purpleair_data_logger
A logger that will query purple air sensor(s) for data. That data can then be stored in a PostGreSQL database, CSV files, or SQLite3 databse. Find this package on pypi: https://pypi.org/project/purpleair-data-logger/#history You can grab your own sensor here: https://www2.purpleair.com/
praful-dodda/sensortoolkit
Air Sensor Data Analysis Library
praful-dodda/stilt
Stochastic Time-Inverted Lagrangian Transport model (STILT-R version 2)
praful-dodda/tai4es-trustathon-2022
Trust-A-Thon materials for the Trustworthy AI for Environmental Science Summer School