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aaas

Analysis scripts for AAAS study

affective_polarisation

Data cleaning and analysis scripts for project on affective polarisation in the UK

arf

Adversarial random forests for density estimation and generative modeling

biomisc

Miscellaneous wrappers and functions for biostatistical things

bioplotr

Pretty, simple, optionally interactive plots for bioinformatics analysis pipelines

cbl

Counder blanket learner for causal discovery

cctestr

A hypothesis testing framework for consensus clustering

cpi_paper

Experiments in conditional predictive impact

crl

Contrastive regime learning

crohns

Scripts and results for study on Crohn's disease

crowdsourcedscience

Data and code for research on crowdsourcing in the natural sciences

digital_graveyard

dissertation

Code for reproducing results and figures from my DPhil thesis

dplyr

dplyr: A grammar of data manipulation

dswatson.github.io

Source code for dswatson.github.io

edge_cases

eforest

Implements Feng & Zhou's autoencoder by forest algorithm.

election_simulator

epistemic_agents

Experiments in epistemic agency

foundations_of_sds

HackMD scripts for tutorial sessions

gfire

Generalized forest integration and regression ensemble algorithm for causal network inference

grn

Adventures in gene regulatory network inference

hdmx

A hypothesis testing framework for high-dimensional model explanation

hyperacutephase

Data, scripts, and results for transcriptomic study of hyperacute phase trauma

kernelshap

Implementation of Kernel SHAP

leakyiv

Bounding causal effects with leaky instruments

local

Experiments in local inference for conditional predictive impact

logical_xai

pcc

Scripts and results for pheochromocytoma study.

prepsort

Scripts and results for PSORT study