Proceedings of the 14th Python in Science Conference
Accepted Papers¶
Will Millennials Ever Get Married?
Allen Downey
pgmpy: Probabilistic Graphical Models using Python
Ankur Ankan, Abinash Panda
Python as a First Programming Language for Biomedical Scientists
Brian Chapman, Jeannie Irwin
librosa: Audio and Music Signal Analysis in Python
Brian McFee, Colin Raffel, Dawen Liang, Daniel Ellis, Matt McVicar, Eric Battenberg, Oriol Nieto
PyEDA: Data Structures and Algorithms for Electronic Design Automation
Chris Drake
Scientific Data Analysis and Visualization with Python, VTK, and ParaView
Cory Quammen
Creating a Real-Time Recommendation Engine using Modified K-Means Clustering and Remote Sensing Signature Matching Algorithms
David Lippa, Jason Vertrees
The James Webb Space Telescope Data Calibration Pipeline
Howard Bushouse, Michael Droettboom, Perry Greenfield
Circumventing The Linker: Using SciPy’s BLAS and LAPACK Within Cython
Ian Henriksen
Mesa: An Agent-Based Modeling Framework
David Masad, Jacqueline Kazil
HoloViews: Building Complex Visualizations Easily for Reproducible Science
Jean-Luc Stevens, Philipp Rudiger, James Bednar
Structural Cohesion: Visualization and Heuristics for Fast Computation with NetworkX and matplotlib
Jordi Torrents, Fabrizio Ferraro
Automated Image Quality Monitoring with IQMon
Josh Walawender
PyRK: A Python Package For Nuclear Reactor Kinetics
Kathryn Huff
VisPy: Harnessing The GPU For Fast, High-Level Visualization
Luke Campagnola, Almar Klein, Eric Larson, Cyrille Rossant, Nicolas Rougier
White Noise Test: detecting autocorrelation and nonstationarities in long time series after ARIMA modeling
Margaret Mahan, Chelley Chorn, Apostolos Georgopoulos
Signal Processing and Communications: Teaching and Research Using IPython Notebook
Mark Wickert
pyDEM: Global Digital Elevation Model Analysis
Mattheus Ueckermann, Robert Chambers, Christopher Brooks, William Audette, Jerry Bieszczad
Widgets and Astropy: Accomplishing Productive Research with Undergraduates
Matthew Craig
Dask: Parallel Computation with Blocked algorithms and Task Scheduling
Matthew Rocklin
PySPLIT: a Package for the Generation, Analysis, and Visualization of HYSPLIT Air Parcel Trajectories
Mellissa Cross
TrendVis: an Elegant Interface for dense, sparkline-like, quantitative visualizations of multiple series using matplotlib
Mellissa Cross
Causal Bayesian NetworkX
Michael Pacer
Geodynamic simulations in HPC with Python
Nicola Creati, Roberto Vidmar, Paolo Sterzai
Qiita: report of progress towards an open access microbiome data analysis and visualization platform
The Qiita Team
Python in Data Science Research and Education
Randy Paffenroth, Xiangnan Kong
Relation: The Missing Container
Scott James, James Larkin
Testing Generative Models of Online Collaboration with BigBang
Sebastian Benthall
Visualizing physiological signals in real-time
Sebastián Sepúlveda, Pablo Reyes, Alejandro Weinstein
Building a Cloud Service for Reproducible Simulation Management
Faical Congo