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
Mayavi: 3D visualization of scientific data in Python Mayavi docs: http://docs.enthought.com/mayavi/mayavi/ TVTK docs: http://docs.enthought.com/mayav
Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis. You write a high level configuration file specifying your in
CellProfiler is a free open-source software designed to enable biologists without training in computer vision or programming to quantitatively measure
PsychoPy is an open-source package for creating experiments in behavioral science. It aims to provide a single package that is: precise enoug
CONCEPT (COsmological N-body CodE in PyThon) is a free and open-source simulation code for cosmological structure formation. The code should run on any Linux system, from massively parallel computer
About statsmodels statsmodels is a Python package that provides a complement to scipy for statistical computations including descriptive statistics an
collection of interesting Computer Science resources
CS 506 - Computational Tools for Data Science Code, slides, and notes for Boston University CS506 Fall 2021 The Final Project Repository can be found
CKAN: The Open Source Data Portal Software CKAN is the world’s leading open-source data portal platform. CKAN makes it easy to publish, share and work
Zipline is a Pythonic algorithmic trading library. It is an event-driven system for backtesting. Zipline is currently used in production as the backte
Karate Club is an unsupervised machine learning extension library for NetworkX. Please look at the Documentation, relevant Paper, Promo Video, and Ext
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.
Float2Binary A simple python class which finds the binary representation of a floating-point number. You can find a class in IEEE754.py file with the
Cookiecutter Data Science A logical, reasonably standardized, but flexible project structure for doing and sharing data science work. Project homepage
A Python framework for creating reproducible, maintainable and modular data science code.
Scholia is a python package and webapp for interaction with scholarly information in Wikidata. Webapp As a webapp, it currently runs from Wikimedia To
Why efficient Python? Because using Python more efficiently will make your code more readable and run more efficiently.
Spack Spack is a multi-platform package manager that builds and installs multiple versions and configurations of software. It works on Linux, macOS, a
InVesalius InVesalius generates 3D medical imaging reconstructions based on a sequence of 2D DICOM files acquired with CT or MRI equipments. InVesaliu
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.