Proposal link: https: pretalx.com euroscipy talk CJCV W Solara is a pure Python web framework designed to scale complex applications. Leveraging a React like API, Solara offers the scalability, component based coding, and simple state management that have made React a standard for large web...

   Proposal link: https: pretalx.com euroscipy talk SE WTD In this hands on tutorial, participants will delve into numerical optimization fundamentals and engage with the optimization libraries scipy.optimize and estimagic. estimagic provides a unified interface to many popular libraries such...

   Proposal link: https: pretalx.com euroscipy talk SYEFDW From sensor data to epidemic outbreaks, particle dynamics to environmental monitoring, much of crucial real world data has temporal nature. Fundamental challenges facing data specialist dealing with time series include not only...

   Proposal link: https: pretalx.com euroscipy talk UVBBQZ Could scikit learn future be GPU powered This talk will discuss the performance improvements that GPU computing could bring to existing scikit learn algorithms, and will describe a plugin based design that is being foresighted to...

   Proposal link: https: pretalx.com euroscipy talk HXD EH By using Dask to scale out RAPIDS workloads on Kubernetes you can accelerate your workloads across many GPUs on many machines. In this talk, we will discuss how to install and configure Dask on your Kubernetes cluster and use it to run...

   Proposal link: https: pretalx.com euroscipy talk ZNFWD Today state of the art scientific research as well as industrial software development strongly depend on open source libraries. The demographic of the contributors to these libraries is predominantly white and male. In order to...

   Proposal link: https: pretalx.com euroscipy talk UCAYVT Chalk’it is an open source framework that transforms Python scripts into distributable web app dashboards. It utilizes drag and drop widgets to establish an interface linked to a dataflow connecting Python code and various data sources...

   Proposal link: https: pretalx.com euroscipy talk FRHXYW AI is poised to be quot;Our final invention, quot; either the key to a never ending utopia or a direct road to dystopia or apocalypse . Even without the eschatological framing, it’s still a revolutionary technology increasingly...

   Proposal link: https: pretalx.com euroscipy talk GYYTCH When operating a classifier in a production setting i.e. predictive phase , practitioners are interested in potentially two different outputs: a quot;hard quot; decision used to leverage a business decision or and a quot;soft quot;...

   Proposal link: https: pretalx.com euroscipy talk EX C K NumPy is one of the foundational packages for doing data science with Python. It enables numerical computing by providing powerful N dimensional arrays and a suite of numerical computing tools. In this tutorial, you’ll be introduced to...

   Proposal link: https: pretalx.com euroscipy talk YP N H Since its release, ChatGPT is now widely adopted as quot;the quot; text generation tool used across all industries and businesses. This also includes the domain of scientific research where we do observe more and more scientific...

   Proposal link: https: pretalx.com euroscipy talk ENHXR Have you ever wondered what type of data you can get about a certain location on the globe What if I told you that you can access an enormous amount of information while sitting right there at your laptop In this talk, I’ll show you...

   Proposal link: https: pretalx.com euroscipy talk SZZ Z This talk discusses using the pandas API on Apache Spark to handle big data, and the introduction of Pandas Function APIs. Presented by an Apache Spark committer and a product manager, it offers technical and managerial insights.

   Closing notes at the EuroSciPy conference held in Basel.

   Proposal link: https: pretalx.com euroscipy talk UBT PH This talk will discuss the importance of Continuous Integration and Continuous Delivery CI CD principles in the development of scientific applications, with a focus on creating robust and reproducible code that can withstand rigorous...