Code for running 3D psychological experiments in the browser, intended to investigate the structure of spatial memory
Repositories
tmadl repositories
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
Hierarchical convex hull-based heuristic for solving the Traveling Salesman Problem
An agent-based social simulation of a Palaeolithic human society, for investigating how cooperative behaviour can emerge and prevail
3D road line extraction, bird's-eye view projection, and junction detection for ROS stereo images
Reproducibility code for https://osf.io/preprints/psyarxiv/mdxvs_v2 showing that integrative complexity, estimated from text, moderates AI-mediated belief change in an inverted-U pattern.
A python package of Zeroth-Order Optimization (ZOOpt)
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Code for doing machine learning with various EHRs
Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compatible)
Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT
Simple example showing how to use intermediate CNN layer activations as feature vectors for training a linear SVM, to create a custom image classifier
Estimating users' current heart rate on a smartphone from within the browser, using accelerometer sensors
Lightweight interface to AWS
Bayesian mechanisms in spatial cognition: Towards real-world capable computational cognitive models of spatial memory
Python implementation of NPFS
Python SeqSLAM - port of Niko Sünderhauf's OpenSeqSLAM for place recognition
Least squares SLAM backend for pose graph-based loop closure in Python
Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data