Pinned Repositories
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
CrowdsourcedScience
Data and code for research on crowdsourcing in the natural sciences
digital_graveyard
eForest
Implements Feng & Zhou's autoencoder by forest algorithm.
election_simulator
foundations_of_sds
HackMD scripts for tutorial sessions
leakyIV
Bounding causal effects with leaky instruments
dswatson's Repositories
dswatson/bioplotr
Pretty, simple, optionally interactive plots for bioinformatics analysis pipelines
dswatson/foundations_of_sds
HackMD scripts for tutorial sessions
dswatson/digital_graveyard
dswatson/cbl
Counder blanket learner for causal discovery
dswatson/arf
Adversarial random forests for density estimation and generative modeling
dswatson/biomisc
Miscellaneous wrappers and functions for biostatistical things
dswatson/eForest
Implements Feng & Zhou's autoencoder by forest algorithm.
dswatson/election_simulator
dswatson/leakyIV
Bounding causal effects with leaky instruments
dswatson/AAAS
Analysis scripts for AAAS study
dswatson/Affective_Polarisation
Data cleaning and analysis scripts for project on affective polarisation in the UK
dswatson/cpi_paper
Experiments in conditional predictive impact
dswatson/crl
Contrastive regime learning
dswatson/Crohns
Scripts and results for study on Crohn's disease
dswatson/dissertation
Code for reproducing results and figures from my DPhil thesis
dswatson/dplyr
dplyr: A grammar of data manipulation
dswatson/dswatson.github.io
Source code for dswatson.github.io
dswatson/edge_cases
dswatson/epistemic_agents
Experiments in epistemic agency
dswatson/gfire
Generalized forest integration and regression ensemble algorithm for causal network inference
dswatson/grn
Adventures in gene regulatory network inference
dswatson/hdmx
A hypothesis testing framework for high-dimensional model explanation
dswatson/kernelshap
Implementation of Kernel SHAP
dswatson/local
Experiments in local inference for conditional predictive impact
dswatson/logical_xai
dswatson/PCC
Scripts and results for pheochromocytoma study.
dswatson/projectr
A unified grammar of graphics framework for plotting low-dimensional projections of high-dimensional data
dswatson/rational_shapley
Shapley values for utility maximizing agents
dswatson/smoothFDR
An empirical Bayes method for exploiting spatial structure in large multiple-testing problems
dswatson/soft_instruments
Estimating causal effects with soft instruments