complexsystemslab Goto Github PK

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complex systems lab

abm_immune_system

Agent based model of immune system

ai_outreach

Resources for explaining AI to the public and outreach

arc_kaggle

arckit

Tools for working with the Abstraction & Reasoning Corpus

basic_statistics

Repository for teaching basics of statistics for machine learning

co.py.cat

cop.y.cat extends Hofstadter's, pythonically

complex_stories_explanations

Complex stories as explanations for machine learning models

dssurvival

Survival functions for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.

dssurvivalclient

Survival functions (client side) for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.

getting-_started_data_science

Resources to get started in data science and teach yourself data science

hpc_cambridge

HPC options Cambridge

intro-machine-learning-2019b

islr

An Introduction to Statistical Learning with Applications in R

lenia

Lenia - Mathematical Life Forms

mathematical_models

Repository for teaching mathematical models

neupy

NeuPy is a Tensorflow based python library for prototyping and building neural networks

open_data

Open data

outreach_ppi

Outreach and PPI resources for AI

patient_stratification_explainable_ai

Explainable AI applied to patient stratification

perspective_epidemics_conflict_zones

Perspective on epidemics in conflict zones. Code, parameters and installation instructions.

project_ideas

Project ideas for students

public_open_source_data_science

A repository of open source data science projects for social good

pycx

PyCX is a Python-based sample code repository for complex systems research and education.

reading_list_journal_club

reading list journal club

researchhabits

Talk to honours students on developing good research habits

rlib

Miscellaneous R support functions