kochbj
Computational sociologist focused on culture and science. Eccentric interests in DL, CI, networks & Bayesian modeling.
Northwestern, UChicagoChicago, IL
Pinned Repositories
LiteRate
Fast estimation of immigration, birth and death rates from large datasets using reversible jump MCMC
Causal-Forests
Decision Trees & ATEs!
Deep-Learning-for-Causal-Inference
Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflow 2.
dressupucla.github.io
kochbj.github.io
Personal Website
OpenAlexAPI
Full functionality API wrapper for OpenAlex in Python (extended from work by dpriskorn)
RaxModeler
Fast selection of phylogenetic models of evolution using RAxML.
Reduced_Reused_Recycled
Github for "Reduced, Reused and Recycled" (NeurIPS 2021 Best Paper, D&B Track)
REutils
R package for accessing NCBI EUtilities by sean davis
weather-school
Source code for http://weatherschool.aaas.org/, AAAS educational app about weather processes.
kochbj's Repositories
kochbj/Deep-Learning-for-Causal-Inference
Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflow 2.
kochbj/Reduced_Reused_Recycled
Github for "Reduced, Reused and Recycled" (NeurIPS 2021 Best Paper, D&B Track)
kochbj/weather-school
Source code for http://weatherschool.aaas.org/, AAAS educational app about weather processes.
kochbj/kochbj.github.io
Personal Website
kochbj/OpenAlexAPI
Full functionality API wrapper for OpenAlex in Python (extended from work by dpriskorn)
kochbj/REutils
R package for accessing NCBI EUtilities by sean davis
kochbj/Causal-Forests
Decision Trees & ATEs!
kochbj/dressupucla.github.io
kochbj/RaxModeler
Fast selection of phylogenetic models of evolution using RAxML.
kochbj/HawkesProcesses.jl
MCMC Inference for a Hawkes process in Julia
kochbj/lantaoyu.github.io
Github Pages template for academic personal websites
kochbj/LiteRate
Cultural diversification
kochbj/minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
kochbj/notebooks
kochbj/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
kochbj/PyRate
PyRate is a program to estimate speciation, extinction, and preservation rates from fossil occurrence data using a Bayesian framework.
kochbj/PyRate_Cultural_Evolution
Repository for data and code associated with the PyRate for Cultural Evolution tutorial
kochbj/python-socialsci
Data Analysis and Visualization with Python for Social Scientists
kochbj/r-socialsci
R for Social Scientists
kochbj/Selected_Track_Control
MIDI Remote Script to control the currently selected track in Ableton Live with common MIDI messages.
kochbj/summer-institute
Summer Institutes in Computational Social Science
kochbj/ToxicityProject
UCLA Comp Soc Toxicity Classification Kaggle
kochbj/unsup-cross-lingual-embedding-transfer
Code for "Unsupervised Cross-lingual Transfer of Word Embedding Spaces" in EMNLP 2018