pyjanitor: Clean APIs for Cleaning Data

A Geographers Journey into AI: Mapping Urban Trees from Scratch

Anatomy of Probabilistic Programming Languages

Apricot: Submodular Selection for Data Summarization

Better and Faster Model Selection with Dask

Chainer: A Deep Learning Framework for Fast Research and Applications

Challenges in Detecting Physiological Changes Using Wearable Sensor Data

Data Analysis Tools for the James Webb Space Telescope: a Confluence of Academia, NASA, and Open Source

Fast Gradient Boosting Decision Trees with PyGBM and Numba

Generational Changes in Support for Gun Laws: A Case Study in Computational Statistics

ML.NET in Python with NimbusML

Microscopium: Interactive Exploration of Large Imaging Datasets

Model Remodeling with Modern Deep Learning Frameworks

Parameter Estimation Using the Python Package pymcmcstat

Raiders of the Pottery GAN: Using 3D Generative Adversarial Networks for Data Augmentation in Archaeological Studies

Safe Handling Instructions for Probabilistic Classification

Skorch - A Union of Scikit-learn and PyTorch

Using a Stacking Model Ensemble Approach to Predict Rare Events

Vaex: Out of Core Dataframes for Python

Visual Diagnostics at Scale: More Informed Machine Learning with Large Datasets

Zarr - Scalable Storage of Tensor Data for Use in Parallel and Distributed Computing

Python in Seismology at the National Earthquake Information Center: APIs and Applications

Echopype: Enhancing the Interoperability and Scalability of Ocean Sonar Data Processing for Biological Information

Efficient Atmospheric Analogue Selection with Xarray and Dask

How to Track Plastic in the Ocean? The Parcels Lagrangian Ocean Framework

PyDDA: A New Pythonic Package for Wind Retrievals

Renewable Power Forecast Generation with Dask and Visualization with Bokeh

Turning HPC Systems into Interactive Data Analysis Platforms using Jupyter and Dask

Xgcm: Analyzing General Circulation Models in Python

Composing and Decomposing Quantum Chemistry Software: Transitioning a Field from ASCII Text to Relational Data Documents and Schema

CuPy: A NumPy-Compatible Library for High Performance Computing with GPU

Freud: A Software Suite for High-Throughput Analysis of Nanoscale Simulation Data

Git “Hooked” On Images In Your Version Control and Up Your Documentation Game

How to Accelerate an Existing Codebase with Numba

Multi-Dimensional Linked Data Exploration with Glue

Optuna: A Define-by-Run Hyperparameter Optimization Framework

Refactoring the SciPy Ecosystem for Heterogeneous Computing

Scikit-TDA: Topological Tools for the Python Ecosystem

Test Research Code the Easy Way: By Generating Random Inputs with Hypothesis

To Comment or Not to Comment? A Data-Drive Look at Conflicting Attitudes Towards Commenting

Real-World Numba: Creating a Skeleton Analysis Librar

imglyb - Bridging The Chasm Between ImageJ and NumPy

Optimizing Python-Based Spectroscopic Data Processing on NERSC Supercomputers

Processing Extremely Large Images: Theory and Practice

Starfish: Standardizing Pipelines for Image-Based Transcriptomics

dask-image:A Library for Distributed Image Processing

Building and Replicating Models of Visual Search Behavior with Tensorflow, Nengo, and the Scientific Python Stack

Fully Automated Behavioral Experiments on Cultural Transmission through Crowdsourcing

Work Open, Lead Open (#WOLO) for Sustainability

Astropy Beyond Astronomy: Infrastructure of an Open Source Ecosystem

Building a Sustainable Open Source, Open Science Community with Frictionless Data

Experiences Building Local Communities of Open Source Practices Users through The Carpentries’ Membership Program

Getting Lost in Community Building

Inclusive Leadership: Engaging Contributors in the Long-Term

Inequality of Underrepresented Groups in Core Project Leadership

Inside NumPy: Preparing for the Next Decade

Invisible Work, Incentives, and Burnout in Open Communities: A Qualitative and Quantitative Study

Supporting Open-Source Software for Science

Dashboarding with Jupyter Notebooks, Voila and Widgets

Panel: Turn any Notebook into a Deployable Dashboard

To a Billion and Beyond: How to Visually Explore, Compare and Share Large Quantitative Datasets.

Visualization of Bioinformatics Data with Dash Bio

CAF Implementation on FGPA Using Python Tools

Preventing Disaster: Identifying Nuclear Weapons with Neural Networks

Solving Polynomial Systems with phcpy

itk-jupyter-widgets: Interactive 3D and 2D Visualization for Jupyte

A Python-Based Framework for Composite Material Property Characterization

A Pythonic Equivalent Circuit Model for Battery Research

A Real-Time 3D Audio Simulator for Cognitive Hearing Science

A Reference Implementation of Domain Context Systems in yt

Address Validation Techniques with GIS Data

Case Study: Real-World Machine Learning Application for Hardware Failure Detection

Class-based ODE Solvers and Event Detection in SciPy

Codebraid: Live Code in Pandoc Markdown

Conversational Analytics and Visualisation with Modern Data Science Packages

Cortix: A Python Package for Coupled System Dynamic Simulations

Daal4py—Creating a Data Scientist-first Framework with a Hardware-centric Native Library

Data Acquisition and Distribution for Offline Systems (DADOS)

Deep Learning for Game Matchmaking Optimization

Development of a Dynamic Irrigation Water-Use Model within a Hydrologic Decision-Support System in the Mississippi Alluvial Plain, 1999-2017

EarthSim: Flexible Environmental Simulation Workflows – One Year Later

GCNeuro: A Graph Convolutional Network Pipeline for Preprocessing and Analyzing Multimodal Neuroimage Data

Harnessing Graph Theory and Machine Learning for Reducing High-Fidelity Discrete Fracture Network Models

How to Teach Python to Math Teachers

Improving Network Connectivity in Rural Texas Counties by Using Pandas and GeoPandas with TIGER Edge and Node Data

Monitoring the Processing and Delivery of Cloud and Aerosol Products for the Atmosphere SIPS

Multi Agent Cognitive Architecture for Secure Computation in Internet of Thing

National Advancement of Data Science Education

New Possibilities in Earth System Sciences Thanks to Python

OOF: Open-Source Finite Element Analysis for Materials

PMDA - Parallel Molecular Dynamics Analysis

Parkinson's Classification and Feature Extraction from Diffusion Tensor Images

Prepare Your Meal: An Application of Artificial Intelligence in Diabetes Management through Meal Planning

PyMeasRF: Automating RF Device Measurements Using Python

Python Workflow for High-Fidelity Modeling of Overland Hydrocarbon Flows with GeoClaw and Cloud Computing

Robospect: Automating Astronomical Spectral Analysis

SMART: An Open Source Data Labeling Platform for Supervised Learning

Smart Shopping Based on Partitioning and Machine Learning Algorithms

Sunglint-Polyspectra: The Generation of Simulated Random Data for Numerical Experiments

The Data Weaver, A Package Manager for Integrated Datasets

The pymolsnips Library for Advanced Visualization of Protein Structures

Understanding Oceanographic Discrete Sampling Geometry Data with STOQS

Use of Neural Networks to Predict Coffee Rust

Using Python to Model Biomass Pyrolysis Reactors

Using SciPy to Plot and Analyze Comprehensive Time Series Climate Data

Using Scientific Python to Win the Army RCO Signal Classification Challenge

VPython: 3D Visualization of Physical Models Made Easy

Visualizing the Trends in Health Indicators in the Communities of City of Chicago with Pandas and Geopandas.

Water Harvesting Using Solar Energy

pyLZJD

pyUSID and Pycroscopy – Community Driven Efforts for Scalable Storage and Analysis of Imaging and Spectroscopic Data

pyhf: A pure Python Statistical Fitting Library from the High Energy Physics Community with Tensors and Autograd