CS 506 - Computational Tools for Data Science
Code, slides, and notes for Boston University CS506 Fall 2021
The Final Project Repository can be found here
Code, slides, and notes for Boston University CS506 Fall 2021
The Final Project Repository can be found here
Why efficient Python? Because using Python more efficiently will make your code more readable and run more efficiently.
Beehive A framework for feature exploration in Data Science Background What do we do when we finish one episode of feature exploration in a jupyter no
Orange Data Mining Orange is a data mining and visualization toolbox for novice and expert alike. To explore data with Orange, one requires no program
PyMC3 is a Python package for Bayesian statistical modeling and Probabilistic Machine Learning focusing on advanced Markov chain Monte Carlo (MCMC) an
Doing_bayesian_data_analysis This repository contains the Python version of the R programs described in the great book Doing bayesian data analysis (f
Odemis Odemis (Open Delmic Microscope Software) is the open-source microscopy software of Delmic B.V. Odemis is used for controlling microscopes of De
A Python framework for creating reproducible, maintainable and modular data science code.
CS 506 - Computational Tools for Data Science Code, slides, and notes for Boston University CS506 Fall 2021 The Final Project Repository can be found
InVesalius InVesalius generates 3D medical imaging reconstructions based on a sequence of 2D DICOM files acquired with CT or MRI equipments. InVesaliu
Book on Julia for Data Science
Brachistochrone-curve This is a simple computer program made with Python on the brachistochrone curve. I decided to write it after a physics lesson on
DGFEM Maxwell Equations Discontinuous Galerkin finite element method (DGFEM) for Maxwell Equations. Work in progress. Currently, the 1D Maxwell equati
Manim is an engine for precise programatic animations, designed for creating explanatory math videos. Note, there are two versions of manim. This repo
Mathics is a general-purpose computer algebra system (CAS). It is an open-source alternative to Mathematica. It is free both as in "free beer" and as in "freedom".
PsychoPy is an open-source package for creating experiments in behavioral science. It aims to provide a single package that is: precise enoug
ReproZip ReproZip is a tool aimed at simplifying the process of creating reproducible experiments from command-line executions, a frequently-used comm
Artisan Visual scope for coffee roasters WARNING: pre-release builds may not work. Use at your own risk. Summary Artisan is a software that helps coff
Datamol is a python library to work with molecules. It's a layer built on top of RDKit and aims to be as light as possible.
Scholia is a python package and webapp for interaction with scholarly information in Wikidata. Webapp As a webapp, it currently runs from Wikimedia To
Cookiecutter Data Science A logical, reasonably standardized, but flexible project structure for doing and sharing data science work. Project homepage