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Brian Chapman's Projects

18s191 icon 18s191

Course 18.S191 at MIT, Spring 2021 - Introduction to computational thinking with Julia:

aima-julia icon aima-julia

Julia implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

automatic-ecg-diagnosis icon automatic-ecg-diagnosis

Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".

bases.py icon bases.py

Python port for bases.js . Utility for converting numbers to/from different bases/alphabets.

bcnn icon bcnn

3D Bayesian Convolutional Neural Network (BCNN) for Credible Geometric Uncertainty. Code for the paper: https://arxiv.org/abs/1910.10793

bloch-simulator-python icon bloch-simulator-python

The original bloch equation simulator was a Matlab mex file created by Brian Hargreaves at Stanford University. This modification to run it as a Python C extension

blochbuster icon blochbuster

Graphical simulation of NMR Bloch equations written in Python

blochsimu icon blochsimu

Bloch equation simulator for e.g. NMR-related simulations (Python module)

bronchinet icon bronchinet

Airway segmentation from chest CTs using deep Convolutional Neural Networks

caffe icon caffe

Caffe: a fast open framework for deep learning.

canvasapi icon canvasapi

Python API wrapper for Instructure's Canvas LMS. Easily manage courses, users, gradebooks, and more.

category-theory icon category-theory

An axiom-free formalization of category theory in Coq for personal study and practical work

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