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10-steps-to-become-a-data-scientist

📢 Ready to learn!✅ you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.🔖

ap-simulator

Dash application to simulate action potential in ionic model

app-modulated-parasystole

A web app to explore a simple model of modulated parasystole

behaviour_disease_abm

Agent based model capturing disease dynamics coupled with vaccination behaviour on a multiplex network.

cardiac-inverse

Code to accompany the publication "The Inverse Problem for Cardiac Arrhythmias"

charlie-bury-website

Writer's website for Charlie Finch

critical_vaccine_dynamics

Supplementary code for publication 'Critical dynamics in population vaccinating behavior', PNAS (2017)

cv

A LaTeX template for academic CVs

dash_covid

Dash app to visualise covid trajectories

deep-early-warnings-pnas

Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)

dl_discrete_bifurcation

Repository to accompany the article "Deep learning discrete-time bifurcations"

ecg-dashboard

Tutorial for building a dashboard with Plotly Dash to stream ECG data from Physionet

email_template

empirical_predprey_hopf

Analysis of chemostat data from experiments conducted by Fussmann et al. (Science 2000).

ews_bootstrap

Investigate the use of bootstrapping for improving EWS, and assessing confidence intervals

ews_seasonal

How do early warning signals manifest in seasonal data? A repository to explore theory with simulation.

ewstools

Python package for early warning signals (EWS) of bifurcations in time series data.

fishery_flip_fold

A workspace to analyse the Ricker population model and EWS that precede the Fold and the Flip bifurcation.

hopf_models

Analysis of early warning signals for systems approaching a Hopf bifurcation

kaggle_quora

Detecting insincere posts on quora

kaggle_titanic_analysis

Analysis of titanic data from the kaggle competition "Titanic: Machine Learning from Disaster"

keras

Deep Learning for humans

lol

package for dimensionality reduction under supervised data scenarios

may_harvest_model

Simulation of May's harvesting model under different noise regimes, and analysis of EWS.

mma_functions

Personalised Mathematica functions for procedures that became repetitive...

nlp_explorations

A place to explore Natural Language Processing techniques

personal-website-hugo

My personal website. Built using the Hugo Academic theme.

personal_webpage

Source code and version history of my personal webpage currently hosted at http://thomas-bury.research.mcgill.ca

pynamical

Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.

restitution-cobweb

Dashboard to demonstrate alternans in APD for a periodically stimulated cardiac cell.