Intermediate/Advanced Tutorials

Bayesian Data Science by Simulation [More Info] Speaker: Eric Ma, Novartis Institutes for Biomedical Research Speaker: Hugo Bowne-Anderson, DataCamp

Deep Learning from Scratch with PyTorch [More Info] Speaker: Hugo Bowne-Anderson, DataCamp Speaker: Dhavide Aruliah, Quansight

Parallel and Distributed Computing in Python with Dask [More Info] Speaker: James Bourbeau, Coiled Computing Speaker: Mike McCarty, Capital One Speaker: Dharhas Pothina, Quansight

Spatial Data Analysis with PySAL [More Info] Speaker: Serge Rey, University of California, Riverside Speaker: Elijah Knaap, University of California

Xarray for Scalable Scientific Data Analysis [More Info] Speaker: Joseph Hamman, Research Applications Laboratory, National Center for Atmospheric Research Speaker: Ryan Abernathey, Columbia University / Lamont Doherty Earth Observatory Speaker: Deepak Cherian, National Center for Atmospheric Research Speaker: Stephan Hoyer, Google Research

Introductory Tutorials

Introduction to Conda for (Data) Scientists [More Info] Speaker: David Pugh, King Abdullah University of Science and Technology (KAUST)

Introduction to Numerical Computing With NumPy [More Info] Speaker: Eric Olsen, Enthought, Inc.

Introduction to Python and Programming [More Info] Speaker: Matt Davis, Populus

Learn Python through Data Processing in Pandas [More Info] Speaker: Daniel Chen, Virginia Tech

The Jupyter Interactive Widget Ecosystem [More Info] Speaker: Matt Craig, Minnesota State University Moorhead Speaker: Martin Renou, QuantStack Speaker: Mehmet Bektas, Bloomberg LP Speaker: Itay Dafna, Bloomberg LP

A New Partitioning Algorithm for Optimizing Parallelization of Flow Networks [More Info] Speaker: Edward Tiernan, University of Texas at Austin Speaker: Ben Hodges, University of Texas at Austin

Detecting Plastics in Coastal Waters with Sentinel Satellite Data and Machine Learning [More Info] Speaker: Stuart Lynn, Two Sigma Speaker: Lauren Biermann, Plymouth Marine Laboratory Speaker: Daniel Clewley, Plymouth Marine Laboratory Speaker: Stephen Goult, Plymouth Marine Laboratory

Geospatial Analysis in the Cloud Using PODPAC and JupyterLab [More Info] Speaker: Matt Ueckermann, Creare LLC Speaker: Jerry Bieszczad, Creare LLC Speaker: Marc Shapiro, Creare LLC Speaker: David Sullivan, Creare LLC Speaker: Jeffrey Milloy, Creare LLC

Machine Learning with Impact: Classifying Core Images from the Chicxulub Crater [More Info] Speaker: Brendon Hall, Enthought, Inc. Speaker: Sean Gulick, University of Texas Speaker: Jens Ormö, Centro de Astrobiología Instituto Nacional de Técnica Aeroespacial-Spanish National Research Counci Speaker: Auriol Rae, Trinity College, University of Cambridge

Measuring OpenStreetMap Building Footprint Completeness Using Human Settlement Layers [More Info] Speaker: Ardie Orden, Thinking Machines Data Science Speaker: Pia Faustino, Thinking Machines Data Science Speaker: Mark Steve Samson, Thinking Machines Data Science

Oceanography, Data Ontology, and the Semantic Web [More Info] Speaker: Jaclyn Saunders, Woods Hole Oceanographic Institution Speaker: Adam Shepherd, Woods Hole Oceanographic Institution Speaker: Danie Kinkade, Woods Hole Oceanographic Institution Speaker: Mak Saito, Woods Hole Oceanographic Institution

Project Mjolnir: A Modular, Open-source Platform for Developing Scientific IoT Sensor Networks [More Info] Speaker: C. A. M. Gerlach, University of Alabama in Huntsville

Spatial Algorithms at Scale with spatialpandas [More Info] Speaker: Kim Pevey, Quansight Speaker: Adam Lewis, Quansight Speaker: Dharhas Pothina, Quansight

Treating Gridded Geospatial Data as Point Data to Simplify Analytics [More Info] Speaker: Christine Smit, Telophase LLC Speaker: Hailiang Zhang, ADNET Systems Inc Speaker: Mahabaleshwara Hegde, ADNET Systems Inc Speaker: Faith Giguere, ADNET Systems Inc Speaker: Long Pham, NASA

Astronomy and Astrophysics

Applying Probabilistic Inference to Astronomical Spectroscopy [More Info] Speaker: Michael Gully-Santiago, The University of Texas at Austin

Pyoscode: Fast Solutions of Oscillatory ODEs in Physics [More Info] Speaker: Fruzsina Agocs, Kavli Institute for Cosmology, Cambridge and Cavendish Laboratory, University of Cambridge Speaker: Will Handley, Kavli Institute for Cosmology, Cambridge and Cavendish Laboratory, University of Cambridge Speaker: Anthony Lasenby, Kavli Institute for Cosmology, Cambridge and Cavendish Laboratory, University of Cambridge Speaker: Mike Hobson, Cavendish Laboratory, University of Cambridge

Remote DataFrames and Interactive Exploration of Big Astronomical Datasets with Vaex [More Info] Speaker: Maarten Breddels Speaker: Sergey Koposov, Carnegie Mellon University Speaker: Joshua Peek, Space Telescope Science Institute

Solving Spectroscopic Problems with Pythonic Workflows and Deep Learning [More Info] Speaker: Kelvin Lee, Center for Astrophysics | Harvard & Smithsonian Speaker: Alexander MacLeod, Center for Astrophysics | Harvard & Smithsonian Speaker: Michael McCarthy, Center for Astrophysics | Harvard & Smithsonian

SunPy: Status of the Project and v1.0 Core Package [More Info] Speaker: Monica Bobra, Stanford University

Sustaining and Growing Astropy, within and beyond Astronomy [More Info] Speaker: Brigitta Sipőcz, DIRAC Institute, Department of Astronomy, University of Washington

Biology and Bioinformatics

Avocado: Characterizing Human Epigenomics through Imputation [More Info] Speaker: Jacob Schreiber, University of Washington

Continual Updating of Evolutionary Estimates in the Open Tree of Life [More Info] Speaker: Luna L Sanchez Reyes, University of California Merced Speaker: Martha Kandziora, University of California Merced Speaker: Emily Jane McTavish, University of California Merced

Frictionless Data for Reproducible Biology [More Info] Speaker: Lilly Winfree, Open Knowledge Foundation

High-Dimensional Data Visualization with Clustergrammer2 [More Info] Speaker: Nicolas Fernandez, Icahn School of Medicine at Mount Sinai

Interactive Image Processing for the Life Sciences with scikit-image, plotly and Dash [More Info] Speaker: Emmanuelle Gouillart, Plotly

Making Sense of Clinical Data: Dimension Reduction, Data Visualization, and Clustering to find Biological Mechanism [More Info] Speaker: Raha Dastgheyb, Johns Hopkins Medical Institute

Molecular Infrastructure for Modeling Full Viruses with Pythonic-mediated Packages [More Info] Speaker: Horacio Vargas Guzman, Theory of Soft Matter, Josef Stefan Institute

Why Design Abstraction Matters for Analytics Tools: Accessible Neuroimaging Analysis with Neuro-Learn Tools [More Info] Speaker: Eshin Jolly, Dartmouth College Speaker: Luke Chang, Dartmouth College Speaker: Jin Hyun Cheong, Dartmouth College

General

Align Incentives Across Use Cases for Domain Specific Scientific Software [More Info] Speaker: Sebastian Benthall, Econ-ARK Speaker: Mridul Seth, Econ-ARK

Continuous Integration for Scientific Python Projects [More Info] Speaker: Stanley Seibert, Anaconda

F2PY: Bringing Fast Code into the Future [More Info] Speaker: Melissa Weber Mendonça, Quansight

GPU Packaging for the Community [More Info] Speaker: John Kirkham, NVIDIA

Jupyter Notebooks for Spacecraft and Robot Dynamics Simulations [More Info] Speaker: Aaron Gaut, NASA Jet Propulsion Laboratory Speaker: Jonathan Cameron, NASA Jet Propulsion Laboratory Speaker: Abhinandan Jain, NASA Jet Propulsion Laboratory

pyhf: A Pure Python Statistical Fitting Library with Tensors and Autograd [More Info] Speaker: Matthew Feickert, University of Illinois at Urbana-Champaign Speaker: Lukas Heinrich, CERN Speaker: Giordon Stark, Santa Cruz Institute for Particle Physics, UC Santa Cruz

Scikit-geometry and Generic Computing in Python [More Info] Speaker: Wolf Vollprecht, QuantStack

High Performance Python

Analyzing the Performance of Python Applications Using Multiple Levels of Parallelism [More Info] Speaker: Christian Herold, Technische Universität Dresden Speaker: Andreas Gocht, Technische Universität Dresden

Arkouda: Terascale Data Science at Interactive Rates [More Info] Speaker: Ben Albrecht, Hewlett Packard Enterprise Speaker: Michael Merrill, US Department of Defense Speaker: William Reus, US Department of Defense Speaker: Brad Chamberlain, Hewlett Packard Enterprise

Awkward Array: Manipulating JSON-like Data with NumPy-like Idioms [More Info] Speaker: Jim Pivarski, Princeton University Speaker: Ianna Osborne, Princeton University Speaker: Peter Elmer, Princeton University

Boost-histogram: High-Performance Histograms as Objects [More Info] Speaker: Henry Schreiner, Princeton University Speaker: Jim Pivarski, Princeton University Speaker: Hans Dembinski, TU Dortmund

Bringing GPU Support to Datashader: A RAPIDS Case Study [More Info] Speaker: Jon Mease, Johns Hopkins Applied Physics Laboratory

cuSignal - GPU Accelerating SciPy Signal with Numba and CuPy [More Info] Speaker: Adam Thompson, NVIDIA

Fluctuation X-ray Scattering Real-time App [More Info] Speaker: Antoine Dujardin, SLAC National Accelerator Laboratory Speaker: Elliott Slaugther, SLAC National Accelerator Laboratory Speaker: Jeffrey Donatelli, Lawrence Berkeley National Laboratory Speaker: Peter Zwart, Lawrence Berkeley National Laboratory Speaker: Chun Hong Yoon, SLAC National Accelerator Laboratory

Interactive Supercomputing with Jupyter at the National Energy Research Scientific Computing Center [More Info] Speaker: Rollin Thomas, Lawrence Berkeley National Laboratory Speaker: Shane Canon, Lawrence Berkeley National Laboratory Speaker: Shreyas Cholia, Lawrence Berkeley National Laboratory Speaker: Matt Henderson, Lawrence Berkeley National Laboratory Speaker: William Krinsman, Lawrence Berkeley National Laboratory Speaker: Kelly Rowland, Lawrence Berkeley National Laboratory Speaker: Trevor Slaton, Lawrence Berkeley National Laboratory

Leading Magnetic Fusion Energy Science into the Big-and-fast Data Lane [More Info] Speaker: Ralph Kube, Princeton Plasma Physics Laboratory Speaker: Randy Michael Churchill, Princeton Plasma Physics Laboratory Speaker: Cs Chang, Princeton Plasma Physics Laboratory Speaker: Jong Youl Choi, Oak Ridge National Laboratory Speaker: Ruonan Wang, Oak Ridge National Laboratory Speaker: Scott A Klasky, Oak Ridge National Laboratory

Legate NumPy: Accelerated and Distributed Array Computing [More Info] Speaker: Michael Bauer, NVIDIA

KEYNOTE

Open-source Bioimage Analysis Software to Accelerate Drug Discovery [More Info] Anne Carpenter, Broad Institute of Harvard and MIT

The Event Horizon Telescope: Photographing a Black Hole [More Info] Speaker: Andrew Chael, Princeton University Center for Theoretical Science

Machine Learning

dabl: Automatic Machine Learning with a Human in the Loop [More Info] Speaker: Andreas Mueller, Columbia University

Forecasting Solar Flares [More Info] Speaker: Monica Bobra, Stanford University

Geomstats: a Python Package for Riemannian Geometry in Machine Learning [More Info] Speaker: Nina Miolane, Stanford University

GPU-Accelerated Data Analytics in Python [More Info] Speaker: Joe Eaton, NVIDIA

JAX: Accelerated Research via Composable Function Transformations in Python [More Info] Speaker: Jake VanderPlas PhD, Google

Learning from Evolving Data Streams [More Info] Speaker: Jacob Montiel, University of Waikato

Machine Learning Model Serving: The Next Step [More Info] Speaker: Simon Mo, Anyscale, Inc.

Optimizing Humans and Machines to Advance Science [More Info] Speaker: Ana Comesana, Energies Technologies Area, Lawrence Berkeley National Laboratory Speaker: Tyler Huntington, Energies Technologies Area, Lawrence Berkeley National Laboratory Speaker: Morgan Mayer, School of Mechanical, Industrial, and Manufacturing Engineering, Oregon State University Speaker: Kyle Niemeyer, School of Mechanical, Industrial, and Manufacturing Engineering, Oregon State University Speaker: Vi Rapp, Energies Technologies Area, Lawrence Berkeley National Laboratory

Pandera: Statistical Data Validation of Pandas Dataframes [More Info] Speaker: Niels Bantilan, Talkspace

Ray: A System for Scalable Python and Machine Learning [More Info] Speaker: Robert Nishihara, Anyscale, Inc.

Visualizing Gender Bias in Deep Learning Models [More Info] Speaker: Barak Krakauer, Levi Strauss & Co.

Maintainers Track

Dask [More Info] Speaker: Matthew Rocklin, Coiled Computing

Four years of JOSS: the Journal of Open Source Software [More Info] Speaker: Kyle Niemeyer, Assistant Professor, Oregon State University

Matplotlib: Redesigning our Data Model [More Info] Speaker: Hannah Aizenman, City University of New York

NumPy [More Info] Speaker: Melissa Weber Mendonça, Quansight

Scikit-learn Updates: More Simple and Powerful Machine Learning in Python [More Info] Speaker: Andreas Mueller, Columbia University

SciPy [More Info] Speaker: Ilhan Polat, SciPy

Materials Science

AiiDA 1.0: A Scalable Simulation Platform to Manage High-throughput High-performance Simulations with Automatic Provenance Tracking [More Info] Speaker: Carl Simon Adorf, École Polytechnique Fédérale de Lausanne (EPFL) Speaker: Sebastiaan Huber, École Polytechnique Fédérale de Lausanne (EPFL)

c3dp: Computational Design of a 3D Printed Collimator Optimized for Neutron Scattering [More Info] Speaker: Fahima Islam, Oak Ridge National Laboratory Speaker: Jay Jay Billings, Oak Ridge National Laboratory Speaker: Jiao Lin, Oak Ridge National Laboratory Speaker: Bianca Haberl, Oak Ridge National Laboratory Speaker: Ian Lumsden, Oak Ridge National Laboratory Speaker: Garrett Granroth, Oak Ridge National Laboratory

HOOMD-blue: A High Performance Scalable Particle Simulation Python Library [More Info] Speaker: Brandon Butler, Department of Chemical Engineering, University of Michigan Speaker: Joshua Anderson, Department of Chemical Engineering, University of Michigan Speaker: Vyas Ramasubramani , Department of Chemical Engineering, University of Michigan Speaker: Sharon Glotzer, Department of Chemical Engineering, University of Michigan

PyRS: Data Processing Software for Engineering Neutron Diffraction [More Info] Speaker: Wenduo Zhou, Oak Ridge National Laboratory Speaker: Jay Jay Billings, Oak Ridge National Laboratory Speaker: Peter Peterson, Oak Ridge National Laboratory Speaker: Steven Hahn, Oak Ridge National Laboratory Speaker: Jean-Christophe Bilheux, Oak Ridge National Laboratory Speaker: Ross Whitfield, Oak Ridge National Laboratory Speaker: Caleb Cooper, Oak Ridge National Laboratory Speaker: Christopher Fancher, Oak Ridge National Laboratory Speaker: Mathieu Doucet, Oak Ridge National Laboratory Speaker: Fahima Islam, Oak Ridge National Laboratory Speaker: Jeffrey Bunn, Oak Ridge National Laboratory

Python‑Based Materials Knowledge System (PyMKS) [More Info] Speaker: Berkay Yucel, Georgia Institute of Technology Speaker: Apaar Shanker, Georgia Institute of Technology Speaker: Daniel Wheeler, NIST Speaker: Surya R. Kalidindi, Georgia Institute of Technology

The 1000x Lab: Accelerating Materials R&D within the Open-Source Hardware and Software Ecosystems [More Info] Speaker: Mike Heiber, Enthought, Inc. Speaker: Amir Khalighi, Enthought, Inc. Speaker: Colin McNeece, Enthought, Inc. Speaker: Roger Bonnecaze, University of Texas at Austin Speaker: Eric Jones, Enthought, Inc.

Posters

Balance of Plant Network Simulation for a Boiling Water Nuclear Reactor [More Info] Author: Austin Rotker, University of Massachusetts Lowell Author: Valmor F. de Alemeida, University of Massachusetts Lowell

Applied Data Science for Offer Response in Deceased Kidney Organ Transplantation [More Info] Author: Morgan Stuart, United Network for Organ Sharing (UNOS) Author: Andrew Placona, United Network for Organ Sharing (UNOS)

Basin DNA: Gaining Subsurface Insight using Unsupervised Learning on Heterogenous Data [More Info] Author: Antoine Vialaussavy, Shell Author: Daniel Conlin, Shell Author: Joel Graves, Shell Author: Pooja Rani, Shell Author: Jeremy Vila, Shell

Blusky - A Wavelet Scattering Transform Library [More Info] Author: Ben Lasscock, Enthought, Inc. Author: Brendon Hall, Enthought, Inc. Author: Mike Glinsky, Sandia National Labs

Bringing New Life to an Agent-based Fish Model using the Scientific Python Stack [More Info] Author: Zachary Sherman, Argonne National Laboratory Author: Robert Jackson, Argonne National Laboratory Author: Jason Hemedinger, Argonne National Laboratory Author: Andy Huttenga, Argonne National Laboratory Author: Paul Tarpey, Argonne National Laboratory Author: John Hayse, Argonne National Laboratory

Building Machine Learning Pipelines with Kubeflow [More Info] Author: William Horton, Compass

CiteAs.org: Bridging the Gap in Software Citation [More Info] Author: C. Fan Du, University of Texas at Austin Author: James Howison, University of Texas at Austin Author: Heather Piwowar, Our Research Author: Jason Priem, Our Research Author: Patrice Lopez, science-miner

Combining Physics-based and Data-driven Modeling for Well Construction [More Info] Author: Oney Erge, University of Texas at Austin Author: Eric van Oort, University of Texas at Austin

Computation Techniques for Encrypted Data [More Info] Author: Gajendra Deshpande, KLS Gogte Institute of Technology

Compyle: Python Once, Parallel Computing Anywhere [More Info] Author: Aditya Bhosale, IIT Bombay Author: Prabhu Ramachandran, Enthought and IIT Bombay

Customizing JupyterLab Using Extensions [More Info] Author: Alex Bozarth, IBM Author: Martha Cryan, IBM

Daskify an MPI Application for Distribution Using Dask : Learnings during Implementation [More Info] Author: Sangeeth Keeriyadath, IBM Author: Pradipta Ghosh, IBM

Decentralized, Deterministic Robot Swarm Control using Blob Methods for PDEs [More Info] Author: Matt Haberland, Cal Poly Author: Karthik Elamvazhuthi, UCLA Author: Olga Turanova, Michigan State University Author: Katy Craig, UCSB

Distributed Parallel Computing for Pressurized-Flow Dynamic Simulations [More Info] Author: Gerardo Riano-Briceno, University of Texas at Austin Author: Lina Sela, University of Texas at Austin Author: Ben Hodges, University of Texas at Austin

GIXStapose: An Interactive Morphology and Diffraction Viewer [More Info] Author: Jenny Fothergill, Boise State University Author: Eric Jankowski, Boise State University

Go Explore! Brining Python to Shell’s Geoscience Community [More Info] Author: Yuanzhong Fan, Shell Exploration Author: Nathan Suurmeyer , Shell Exploration

Having your Cake and Eating it: Exploiting Python for Programmer Productivity and Performance on Micro-core Architectures Using ePython [More Info] Author: Maurice Jamieson, The University of Edinburgh Author: Nick Brown, The University of Edinburgh

High-performance Operator Evaluations with Ease of Use: libCEED's Python Interface [More Info] Author: Valeria Barra, University of Colorado Boulder Author: Jed Brown, University of Colorado Boulder Author: Jeremy Thompson, University of Colorado Boulder Author: Yohann Dudouit, Lawrence Livermore National Laboratory

Hyperparameters--Auto-tuning to Make Performance Sing with Optuna [More Info] Author: Crissman Loomis, Preferred Networks

Introduction to FEM Analysis with Python [More Info] Author: Tetsuo Koyama, ARK Information Systems, INC

libEnsemble: a Python Library for Dynamic Ensemble-Based Computations [More Info] Author: David Bindel, Cornell University Author: Stephen Hudson, Argonne National Laboratory Author: Jeffrey Larson, Argonne National Laboratory Author: John-Luke Navarro, Argonne National Laboratory Author: Stefan Wild, Argonne National Laboratory

Matched Filter Mismatch Losses in MPSK and MQAM Using Semi-Analytic BEP Modeling [More Info] Author: Mark Wickert, University of Colorado Author: David Peckham, University of Colorado

MetPy's Meteorological Data Parsing Abilities: From Surface to Upper Air [More Info] Author: Maxwell Grover, University of Illinois at Urbana-Champaign Author: Ryan May, Unidata

MoSDeF: Molecular Simulation Design Framework, Open-source Software toward Reproducible Computational Simulation [More Info] Author: Co Quach, Vanderbilt University Author: Matt Thompson, Vanderbilt University Author: Justin Gilmer, Vanderbilt University Author: Alexander Yang, Vanderbilt University Author: Ray Matsumoto, Vanderbilt University Author: Parashara Shamaprasad, Vanderbilt University Author: Andrew Summers, Vanderbilt University Author: Christopher Iacovella, Vanderbilt University Author: Clare McCabe, Vanderbilt University Author: Peter Cummings, Vanderbilt University

Napari: Multi-dimensional Image Visualization in Python [More Info] Author: Kira Evans, Chan Zuckerberg Initiative Author: Talley Lambert, Harvard Medical School Author: Kevin Yamauchi, Biozentrum, University of Basel Author: Ahmet Can Solak, Chan Zuckerberg Biohub Author: Shannon Axelrod, Chan Zuckerberg Initiative Author: Loïc Royer, Chan Zuckerberg Biohub Author: Juan Nunez-Iglesias, Monash University Author: Nicholas Sofroniew , Chan Zuckerberg Initiative

Netlist Analysis and Transformation Using SpyDrNet [More Info] Author: Dallin Skouson, Brigham Young University Author: Andrew Keller, Brigham Young University Author: Michael Wirthlin, Brigham Young University

Nonlinear Reduced Order Models for Structural Dynamics with Variational Autoencoders [More Info] Author: David Najera, ATA Engineering Author: Christopher Van Damme, ATA Engineering

OOF: Open-source Finite Element Analysis for Materials [More Info] Author: Andrew Reid, NIST Author: Shahriyar Keshavarz, Theiss Research

Packaging Data and Machine Learning Models for Sharing [More Info] Elle O'Brien, Iterative, Inc.

Parallel programming with PyCOMPSs [More Info] Author: Rosa M. Badia, Barcelona Supercomputing Center Author: Javier Álvarez Cid-Fuentes, Barcelona Supercomputing Center Author: Javier Conejero, Barcelona Supercomputing Center

Parsita: The Easiest Way to Parse Text in Python [More Info] Author: David Hagen, Applied BioMath

Performance Evaluation of Calorimeter Clustering Algorithms [More Info] Author: Alexandra Ballow, Youngstown State University Author: Alina Lazar, Youngstown State University

Predicting ADHD Questionnaire Scores from Motor Behavior Using Machine Learning in Python [More Info] Author: Anton Leontyev, Texas A&M University Author: Takashi Yamauchi, Texas A&M University Author: Moein Razavi, Texas A&M University

Prototype to Production: Python Tools for Rapid Web Interface Development [More Info] Author: Scott Christensen, U.S. Army Engineer Research and Development Center Author: Marvin Brown, US Army Engineer Research and Development Center

Pyaesar: A Multi-Node Multi-Processor API [More Info] Author: Jamil Gafur, Los Alamos National Lab Author: David Howard Neill-Asanza, Los Alamos National Lab Author: Carrie Manore, Los Alamos National Lab Author: Geoffrey Fairchild, Los Alamos National Lab

Pydra - A Flexible and Lightweight Dataflow Engine for Scientific Analyses [More Info] Author: Dorota Jarecka, Massachusetts Institute of Technology Author: Mathias Goncalves, Stanford University Author: Christopher Markiewicz, Stanford University Author: Oscar Esteban, Stanford University Author: Jakub Kaczmarzyk, Stony Brook University Author: Satrajit Ghosh, Massachusetts Institute of Technology

Pymer4: Bringing R’s Powerful Mixed-modeling to Python [More Info] Author: Eshin Jolly, Dartmouth College

pynucastro: A Python Library for Exploring Nuclear Reaction Rates [More Info] Author: Michael Zingale, Stony Brook University Author: Donald Willcox, Lawrence Berkeley National Laboratory Author: Lyra Cao, The Ohio State University Author: Kiran Eiden, Stony Brook University Author: Xinlong Li, Stony Brook University

Python at the Speed of light : Introducing EinsteinPy, a Tool for General Relativity [More Info] Author: Shreyas Bapat, Indian Institute of Technology Mandi, The EinsteinPy Project

Python for Ground Motion Processing: Streamlining I/O for Accelerogram Data Files [More Info] Author: Heather Schovanec, USGS Author: Mike Hearne, USGS Author: John Rekoske, USGS

PyTorch-Based Neural Network Approximation of ODE Solutions [More Info] Author: Yue Wu, University of Georgia Author: Arthur Edison, University of Georgia Author: Jonathan Arnold, University of Georgia Author: Shannon Quinn, University of Georgia Author: Heinz-Bernd Schuttler, University of Georgia Author: Michael Judge, University of Georgia

Quasi-orthonormal Encoding for Machine Learning Applications [More Info] Author: Haw-Minn Lu, West Health Institute

Real-Time Software Defined Radio Using Python [More Info] Author: Andrew Smit, University of Colorado Author: Mark Wickert, University of Colorado

Reproducibility in Research Data Science [More Info] Author: Ana Trisovic, IQSS, Harvard University Author: Merce Crosas, IQSS, Harvard University

Rethinking Earth Observation using Deep Learning [More Info] Author: Sayantan Das, Institute of Engineering and Management Kolkata

Role of Linestring Modification in Prevention of Road Network Subgraphs [More Info] Author: Mehmet Kunt, Eastern Mediterranean University Author: Jennifer Zuehlke, The University of Texas at Austin Author: Randy Machemehl, The University of Texas at Austin

Sea Level Rise and Terminal Impairment in Coastal Housing Markets [More Info] Author: Jacob Dice, Federal Reserve Bank of Kansas City Author: David Rodziewicz, Federal Reserve Bank of Kansas City Author: Chris Amante, National Oceanic and Atmospheric Administration Author: Eugene Wahl, National Oceanic and Atmospheric Administration

Securing Your Collaborative Jupyter Notebooks in the Cloud using Container and Load Balancing Services [More Info] Author: Haw-Minn Lu, West Health Institute Author: Adrian Kwong, West Health Institute

Selecting and Productionizing a Nearest Neighbor Datastore [More Info] Author: Aaron Wieczorek, Rebellion Defense Author: Rafael Turner, Rebellion Defense Author: Jackie Kazil, Rebellion Defense

Shadow: A Workflow Scheduling Algorithm Reference and Testing Framework [More Info] Author: Ryan Bunney, International Centre for Radio Astronomy Research

Spectral Analysis of Mitochondrial Dynamics: A Graph-Theoretic Approach to Understanding Subcellular Pathology [More Info] Author: Marcus Hill, Department of Computer Science, University of Georgia Author: Mojtaba Fazli, Department of Computer Science, University of Georgia Author: Rachel Mattson, Institute of Artificial Intelligence, University of Georgia Author: Andrew Durden, Department of Computer Science, University of Georgia Author: Frederick Quinn, Department of Infectious Diseases, University of Georgia Author: Chakra Chennubhotla, Department of Computational and System Biology, University of Pittsburgh Author: Shannon Quinn, University of Georgia

Streamflow Prediction Using Network-aware Deep Learning in the Cloud [More Info] Author: Jeffrey Sadler, US Geological Survey Author: Xiaowei Jia, University of Minnesota Author: Alison Appling, US Geological Survey Author: Samantha Oliver, US Geological Survey Author: Jordan Read, US Geological Survey Author: Vipin Kumar, University of Minnesota Author: Grey Nearing, University of Alabama Author: Frederik Kratzert, Johannes Kepler University Author: Joseph Hamman, National Center for Atmospheric Research Author: Richard Signell, United State Geological Survey

STUMPY: A Powerful and Scalable Python Library for Modern Time Series Analysis [More Info] Author: Sean Law, TD Ameritrade

Test your Code with the Scientific Method! [More Info] Author: Zac Hatfield-Dodds, Australian National University

Time Series Classification for Human Activity Recognition [More Info] Author: Gábor Stikkel, HID Global Author: Mabel Gonzalez Castellanos, HID Global

Two Hand Indian Sign Language to Regional Language Convertor [More Info] Author: Lakshay Jain, The LNM Institute of Information Technology

Unsupervised Representation of Cilia Video Using A Modular Generative Pipeline [More Info] Author: Meekail Zain, University of Georgia Department of Computer Science Author: Quinn Wyner, University of Georgia Department of Mathematics Author: Nathan Safir, University of Georgia Department of Computer Science Author: Alex Eldridge, University of Georgia Department of Mathematics Author: Bella Humphrey, University of Georgia Department of Computer Science Author: Sonia Rao, University of Georgia Department of Computer Science Author: Shannon Quinn, University of Georgia

Using Domain Storytelling to Develop a Context Aware Framework to Support Interdisciplinary Scientific Inquiry in yt [More Info] Author: Samantha Walkow, University of Illinois at Urbana-Champaign Author: Matthew Turk, University of Illinois at Urbana-Champaign

Using Machine Learning to Predict Novel Gene Regulatory Interactions During Candida Albicans Biofilm Development [More Info] Author: Akshay Paropkari, University of California, Merced Author: Clarissa Nobile, University of California, Merced Author: Suzanne Sindi, University of California, Merced

Visualizing Hidden Layers of a Deep Convolutional Neural Network in Atmospheric Science Applications [More Info] Author: Maria Molina, National Center for Atmospheric Research Author: David John Gagne, National Center for Atmospheric Research Author: Andreas Prein, National Center for Atmospheric Research

Yet Another Acquisition: The Yaq Daemon Interface for Heterogeneous Instrumentation [More Info] Author: Kyle Sunden, University of Wisconsin-Madison Author: Blaise Thompson, University of Wisconsin-Madison Author: John Wright, University of Wisconsin-Madison

zfit: Scalable Pythonic Fitting [More Info] Author: Jonas Eschle, University of Zurich Author: Albert Puig Navarro, (Formerly at) University of Zurich Author: Rafael Silva Coutinho, University of Zurich Author: Nicola Serra, University of Zurich Author: Matthieu Marinangeli, EPFL, Lausanne