Categories

Useful Tools

• LaTeX Mathematical Symbol Examples & Cheatsheet (Markdown) 15 Jun 2017

Deep Learning

• Stanford UFLDL Tutorial Work Through (4) - Softmax Regression 20 Jun 2017
• Stanford UFLDL Tutorial Work Through (3) - Gradient Check 19 Jun 2017
• Stanford UFLDL Tutorial Work Through (2) - Logistic Regression 18 Jun 2017
• Stanford UFLDL Tutorial Work Through (1) - Linear Regression 17 Jun 2017
• Study Notes - Deep Learning for Video Classification and Captioning (2) 16 Jun 2017
• Study Notes - Deep Learning for Video Classification and Captioning (1) 15 Jun 2017

Math

• Refresh on Trig Identities, Integrals and Substitutions 19 Jun 2017
• Order Statistics 16 Jun 2017

Brain

• Fieldtrip Neuronal Oscillation and Synchrony 23 Apr 2020
• Fieldtrip Source Reconstruction Notes 22 Apr 2020
• Deep Causal Neuroscience 21 Apr 2020
• Spactral Spatiotemporal Imaging of Cortical Oscillations 20 Apr 2020
• Minimum Norm Estimates 19 Apr 2020
• The Bayesian Brain 18 Apr 2020

Causal Inference

• Lit Review - Dawid (2008) Beware of the DAG! 23 Jun 2021
• Study Note - Causal Inference in Statistics A Primer 12 Aug 2020
• Testing Null Hypothesis for No Treatment Effects 28 Jul 2020
• Foundations of Causal Discovery (Eberhardt, 2017) 21 Apr 2020

Bayesian Statistics

• MCMC - Gibbs Sampling 30 Jul 2020
• MCMC - Metropolis Hasting 29 Jul 2020