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
aermod
R package providing a data frame interface for performing AERMOD runs
AERMOD-1
A python library to prepare data for AERMOD model inputs (Hong Kong).
airpyllution
Python package for visualising future, historic and current air pollution data
cmaqpy
Python package to automate CMAQ
damp
Decentralized Air Quality Prediction using Machine Learning
damp-1
Decentralized Air quality Monitoring and Prediction
Deep-learning-air-pollution-forecaster
Deep learning air-pollution forecaster with Pytorch
EarthSim
Tools for working with and visualizing environmental simulations.
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/nasa-airathon
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