tommylees112

ml_drought

Machine learning to better predict and understand drought. Moving github.com/ml-clim

ConceptFormation

Code for our paper: Hydrological Concept Formation inside Long Short-Term Memory (LSTM) networks

databall

Using statistical methods to optimise your betting strategy. Offering value bets each week.

esowc_notes

Exploratory Notebooks for ESoWC

gp_drought

Exploration of the use of GPs for Vegetation Health (drought) modelling

neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

spatio_temporal

Xarray Spatio-Temporal Pytorch integration

vegetation_health

predicting vegetation health from precipitation and temperature

whatsappLLM

Create a whatsapp chatbot that summarises articles and podcast transcripts preserving political intent.

tommylees112/vegetation_health

predicting vegetation health from precipitation and temperature

tommylees112/spatio_temporal

Xarray Spatio-Temporal Pytorch integration

tommylees112/neuralhydrology

Python library to train neural networks with a strong focus on hydrological applications.

tommylees112/gp_drought

Exploration of the use of GPs for Vegetation Health (drought) modelling

tommylees112/esowc_notes

Exploratory Notebooks for ESoWC

tommylees112/ConceptFormation

Code for our paper: Hydrological Concept Formation inside Long Short-Term Memory (LSTM) networks

tommylees112/et_comparison

Comparison of different evapotranspiration products over East Africa, for submission to a Poster at EGU2019

tommylees112/hydro-mini-hack

Linking climate indices with Thames river flow

tommylees112/pi_weather_station

NERC DTP Training Course looking at using Raspberry Pi's as weather stations around Oxford.

tommylees112/tommylees112.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

tommylees112/VHForecastingKenya

Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya

tommylees112/databall

Using statistical methods to optimise your betting strategy. Offering value bets each week.

tommylees112/whatsappLLM

Create a whatsapp chatbot that summarises articles and podcast transcripts preserving political intent.

tommylees112/_tommylees112.github.io

My personal site for thoughts, blog posts and research outputs

tommylees112/assyria

analysis of precipitation in the Awash region of Ethiopia

tommylees112/cohesys_test

Test Wiki for Cohesys Group Oxford

tommylees112/ealstm_regional_modeling

Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"

tommylees112/internship

tommylees112/ml_stratosphere

Machine learning to better predict and understand drought

tommylees112/multiple_forcing

tommylees112/ox_gee_tutorial

Oxford MSc Introduction to Hydrological Applications in Google Earth Engine

tommylees112/RRMPG

Rainfall-Runoff modelling playground

tommylees112/stan_hydro_model

tommylees112/tommy_multiple_forcing

tommylees112/zero2prod

Working through the [zero2prod](https://www.zero2prod.com/index.html?country=the%20UK&discount_code=VAT20&country_code=GB) book in Rust