shmh40
PhD student at Cambridge @ai4er-cdt. Air pollution, spatiotemporal machine learning and causal inference.
Pinned Repositories
adapt_streamlit_uber_poll
A Streamlit demo to interactively visualize Uber pickups in New York City - I am going to adapt this for air pollution data!
ai4er_causal_workshop
Materials for the AI4ER MRes Causal Inference workshop, January 2024.
blocking_nao
Fork of Dan Winter's code used for the major analyses for his Part III project: 'How do synoptic scale meteorological phenomena affect air quality?'
causal_methods_in_ES
Website for Causal Methods in Environmental Sciences Meeting
detectreeRGB
Repository for tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data. Further scripts to analyse the mortality rates and carbon stocks of identified individual trees.
detectreeRGB-treecrown-scivision
detectreeRGB_scivision
Repository for DetecTreeRGB integration with ATI's scivision
shmh40.github.io
Website
TOARDown
Python package to download chemical (e.g. ozone, NO2) and environmental (e.g. temperature from ERA5) data from the TOAR dataset for all stations in a particular country.
website_src
Hugo code for website
shmh40's Repositories
shmh40/detectreeRGB
Repository for tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data. Further scripts to analyse the mortality rates and carbon stocks of identified individual trees.
shmh40/ai4er_causal_workshop
Materials for the AI4ER MRes Causal Inference workshop, January 2024.
shmh40/detectreeRGB-treecrown-scivision
shmh40/shmh40.github.io
Website
shmh40/TOARDown
Python package to download chemical (e.g. ozone, NO2) and environmental (e.g. temperature from ERA5) data from the TOAR dataset for all stations in a particular country.
shmh40/detectreeRGB_scivision
Repository for DetecTreeRGB integration with ATI's scivision
shmh40/website_src
Hugo code for website
shmh40/adapt_streamlit_uber_poll
A Streamlit demo to interactively visualize Uber pickups in New York City - I am going to adapt this for air pollution data!
shmh40/blocking_nao
Fork of Dan Winter's code used for the major analyses for his Part III project: 'How do synoptic scale meteorological phenomena affect air quality?'
shmh40/causal_methods_in_ES
Website for Causal Methods in Environmental Sciences Meeting
shmh40/causEM
A package to emulate climate models with causal models.
shmh40/CCFCS-Machine-Learning-Workshop
Cambridge Centre for Climate Science, March 2022: Machine learning workshop github repository
shmh40/ci_ftbat
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
shmh40/environmental-ai-book
shmh40/forecasto3
Code accompanying EDS paper EDS-2023-0016: 'Short-term forecasting of ozone air pollution across Europe with transformers'.
shmh40/generate_synthetic
Generating synthetic data for use in studies.
shmh40/overcast
Scalable Sensitivity and Uncertainty Analysis for Causal-Effect Estimates of Continuous-Valued Interventions
shmh40/PAML
Implementation of paper "Probabilistic Active Meta-Learning" (NeurIPS 2020).
shmh40/pytorch-forecasting-adapt
Time series forecasting with PyTorch
shmh40/rse-course
Materials for Turing's Research Software Engineering course
shmh40/seb_paper
drafting seb's paper on ML+BOXMOX
shmh40/weather2vec-reproduce