Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by ThomasMBury
A curated list of projects in awesome lists by ThomasMBury .
https://github.com/thomasmbury/ewstools
Python package for early warning signals (EWS) of bifurcations in time series data.
autocorrelation bifurcation bootstrapping complex-systems critical-transitions early-warning-indicators early-warning-signals forecasting ipynb power-spectrum python resilience-indicators time-series tipping-point visualization
Last synced: 21 Dec 2024
https://github.com/thomasmbury/deep-early-warnings-pnas
Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)
bifurcation critical-transitions deep-learning dynamical-systems early-warning-signals machine-learning
Last synced: 28 Oct 2024
https://github.com/thomasmbury/dl_discrete_bifurcation
Repository to accompany the article "Deep learning discrete-time bifurcations"
Last synced: 13 Nov 2024
https://github.com/thomasmbury/workshop_datavis_python
Material for workshop on 'Interactive data visualisation with Python'.
dash data-visualization jupyter-notebook pandas plotly workshop
Last synced: 11 Oct 2024
https://github.com/thomasmbury/restitution-cobweb
Dashboard to demonstrate alternans in APD for a periodically stimulated cardiac cell.
Last synced: 13 Nov 2024
https://github.com/thomasmbury/personal_webpage
Source code and version history of my personal webpage currently hosted at http://thomas-bury.research.mcgill.ca
Last synced: 13 Nov 2024
https://github.com/thomasmbury/behaviour_disease_abm
Agent based model capturing disease dynamics coupled with vaccination behaviour on a multiplex network.
Last synced: 13 Nov 2024
https://github.com/thomasmbury/ecg-dashboard
Tutorial for building a dashboard with Plotly Dash to stream ECG data from Physionet
big-data cardiology dash dashboard ecg exploratory-data-analysis physiology plotly-dash python
Last synced: 13 Nov 2024
https://github.com/thomasmbury/hopf_models
Analysis of early warning signals for systems approaching a Hopf bifurcation
Last synced: 13 Nov 2024
https://github.com/thomasmbury/kaggle_quora
Detecting insincere posts on quora
Last synced: 13 Nov 2024
https://github.com/thomasmbury/kaggle_titanic_analysis
Analysis of titanic data from the kaggle competition "Titanic: Machine Learning from Disaster"
Last synced: 13 Nov 2024
https://github.com/thomasmbury/fishery_flip_fold
A workspace to analyse the Ricker population model and EWS that precede the Fold and the Flip bifurcation.
Last synced: 13 Nov 2024
https://github.com/thomasmbury/dash_covid
Dash app to visualise covid trajectories
Last synced: 13 Nov 2024
https://github.com/thomasmbury/empirical_predprey_hopf
Analysis of chemostat data from experiments conducted by Fussmann et al. (Science 2000).
Last synced: 13 Nov 2024
https://github.com/thomasmbury/app-modulated-parasystole
A web app to explore a simple model of modulated parasystole
Last synced: 13 Nov 2024
https://github.com/thomasmbury/cardiac-inverse
Code to accompany the publication "The Inverse Problem for Cardiac Arrhythmias"
Last synced: 13 Nov 2024
https://github.com/thomasmbury/nlp_explorations
A place to explore Natural Language Processing techniques
Last synced: 13 Nov 2024
https://github.com/thomasmbury/ews_seasonal
How do early warning signals manifest in seasonal data? A repository to explore theory with simulation.
Last synced: 13 Nov 2024
https://github.com/thomasmbury/critical_vaccine_dynamics
Supplementary code for publication 'Critical dynamics in population vaccinating behavior', PNAS (2017)
Last synced: 13 Nov 2024
https://github.com/thomasmbury/ap-simulator
Dash application to simulate action potential in ionic model
Last synced: 13 Nov 2024
https://github.com/thomasmbury/charlie-bury-website
Writer's website for Charlie Finch
Last synced: 13 Nov 2024
https://github.com/thomasmbury/mma_functions
Personalised Mathematica functions for procedures that became repetitive...
Last synced: 13 Nov 2024
https://github.com/thomasmbury/udacity_pytorch_intro
Files for the Udacity course 'Intro to Deep Learning with PyTorch
Last synced: 13 Nov 2024
https://github.com/thomasmbury/udacity_ml_intro
Code for Udacity course 'Intro to Machine Learning'
Last synced: 13 Nov 2024
https://github.com/thomasmbury/may_harvest_model
Simulation of May's harvesting model under different noise regimes, and analysis of EWS.
Last synced: 13 Nov 2024
https://github.com/thomasmbury/socio_climate_model
Code used to simulate and analyse an Earth system model coupled to human dynamics pertaining to climate change.
Last synced: 13 Nov 2024
https://github.com/thomasmbury/ews_bootstrap
Investigate the use of bootstrapping for improving EWS, and assessing confidence intervals
Last synced: 13 Nov 2024