Name: Bernard J Koch
Type: User
Company: Northwestern, UChicago
Bio: Computational sociologist focused on culture and science. Eccentric interests in DL, CI, networks & Bayesian modeling.
Twitter: bernardjkoch
Location: Chicago, IL
Blog: bernardjkoch.com
Bernard J Koch's Projects
Decision Trees & ATEs!
Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflow 2.
MCMC Inference for a Hawkes process in Julia
Personal Website
Github Pages template for academic personal websites
Cultural diversification
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
Full functionality API wrapper for OpenAlex in Python (extended from work by dpriskorn)
Repository for Programming Assignment 2 for R Programming on Coursera
PyRate is a program to estimate speciation, extinction, and preservation rates from fossil occurrence data using a Bayesian framework.
Repository for data and code associated with the PyRate for Cultural Evolution tutorial
Data Analysis and Visualization with Python for Social Scientists
R for Social Scientists
Fast selection of phylogenetic models of evolution using RAxML.
Github for "Reduced, Reused and Recycled" (NeurIPS 2021 Best Paper, D&B Track)
R package for accessing NCBI EUtilities by sean davis
MIDI Remote Script to control the currently selected track in Ableton Live with common MIDI messages.
Summer Institutes in Computational Social Science
UCLA Comp Soc Toxicity Classification Kaggle
Code for "Unsupervised Cross-lingual Transfer of Word Embedding Spaces" in EMNLP 2018
Source code for http://weatherschool.aaas.org/, AAAS educational app about weather processes.