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Newsletter August 2023: Julia Enters TIOBE Index Top 20, JuliaCon Highlights and More
By Andrew Claster | Aug 11, 2023
Julia Enters TIOBE Index Top 20: For the first time, Julia has entered the top 20 programming languages in the TIOBE index. TIOBE CEO Paul Jansen explains: “Julia is faster than Python, more suitable to write large systems in it than R and less expensive than MATLAB. So, speed, scalability and being open source make Julia an attractive alternative.” More information is available from InfoWorld, Clayton County Register, Computer World, IT Home, BDM, Fagen Wasanni Technologies, I Programmer and OPP Today.
2023 Julia Community Prizes: Congratulations to the winners of the 2023 Julia Community Prizes!
- Valentin Churavy and William Moses, for their work on Enzyme.jl
- Ian Butterworth and Kristoffer Carlsson, for their ‘relentless’ work on Pkg.jl, including package extensions
- Yingbo Ma, for his work on the SciML ecosystem
Julia User & Developer Survey 2023: The results of the fifth annual Julia User & Developer Survey were presented during JuliaCon. Click here for a summary of survey results and the full presentation.
More JuliaCon 2023 Highlights: The first in-person JuliaCon since 2019 was the biggest and best JuliaCon ever, with 565 in-person registered participants at MIT, 29 thousand online views and 354 presentations, including talks, lightning talks, symposia, birds of a feather and more. JuMP-dev, SciMLCon and ASE60 also took place during JuliaCon. Highlights featuring JuliaHub presenters include:
- Keynote with Dr. Chris Rackauckas (JuliaHub VP of Modeling and Simulation)
- JuliaHub Sponsor Talk with Dr. Viral Shah (JuliaHub CEO, Co-Founder & Julia co-creator) and Dr. Chris Rackauckas (JuliaHub VP of Modeling and Simulation)
- State of Julia with Jameson Nash (JuliaHub Software Engineer)
The full list of presentations featuring JuliaHub presenters is available here.
JuliaCon Comes to Eindhoven Dec 1: The first ever JuliaCon Local takes place this year in Eindhoven, Netherlands on December 1, 2023. Click here for more details.
Large Language Model (LLM) Tutorial with Julia’s Transformers.jl: Large Language Model (LLM) Tutorial with Julia’s Transformers.jl from JuliaHub’s Peter Cheng provides a notebook and walkthrough. Click here for more.
JuliaHub - Ask AI: Ask AI is a new JuliaHub feature that provides a ChatGPT interface through JuliaHub. Click here for more information.
JuliaHub in Forbes India: JuliaHub Co-Founder and COO Deepak Vinchhi participated in a podcast interview with Forbes India to discuss the new JuliaHub investment from AEI HorizonX, a venture capital investment platform formed by Boeing and AE Industrial Partners. Click here to listen.
Free Compute on JuliaHub (20 hours): In addition to the features JuliaHub has always offered for free – Julia ecosystem search, package registration tools, a dedicated package server – the platform now also gives every user 20 hours of free compute. This allows people to seamlessly share Pluto notebooks and IDE projects with others and let them get their feet wet with computing without having to open up their wallets. Click here to get started or check out Deep Datta’s introductory video, “JuliaHub Is a Free Platform to Start Your Technical Computing Journey”, where he explains how and why to start using JuliaHub for cloud computing.
Upcoming JuliaHub and Julia Events: Several events featuring JuliaHub and Julia are coming to North America and Europe this year including:
- Heidelberg: Scientific Machine Learning for Astrophysics with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) at Interdisciplinary Center for Scientific Computing (IWR) August 14-18
- Paris: Accelerating Simulation and Control of HVAC Systems Using Machine Learning at International Congress of Refrigeration with Dr. Avinash Subramanian (JuliaHub Sales Engineer) at Paris Congress Center August 21-25
- Paris: Julia and Optimization Days at Conservatoire National des Artes et Métiers October 4-6
- Aachen: Modelica Conference with JuliaHub at Das Liebig October 9-11
- Amsterdam: Scientific Machine Learning and Dynamical Systems with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) at Amsterdam Science Park Congress Center October 9-13
- Stuttgart: Research Software Engineering with Julia - Basics, Visualization and Statistics with SimTech Summer School at University of Stuttgart October 9-13
- Washington, DC: American Conference on Pharmacometrics with JuliaHub at National Harbor November 5-8
- Erlangen: JuliaHEP 2023 Workshop with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) at Erlangen Centre for Astroparticle Physics November 6-9
- Eindhoven: JuliaCon Local Eindhoven 2023 at High Tech Campus Conference Center December 1
Julia for Genetic Divergence and Island Biogeography: What Darwin Could Not See: Island Formation and Historical Sea Levels Shape Genetic Divergence and Island Biogeography in a Coastal Marine Species is a new article in Nature (Heredity) using Circuitscape.jl. Click here to read more.
Julia for Quantum Computing: Amazon Web Services (AWS) says that “Bloqade is an emulator and software development kit (SDK) designed for operating quantum computers, with a specific focus on neutral atom technologies known for their scalability. Its main feature is efficiency. Written in Julia, packaged for user-friendly deployment, and optimized for GPU and multi-core CPU operations, Bloqade seamlessly threads in heterogeneous computing environments, allowing for emulation of large qubit registers and continuous or discrete time evolution.” Click here for more.
Julia for COVID-19: Modeling the Impact of a High-Uptake Bivalent Booster Scenario on the COVID-19 Burden and Healthcare Costs in New York City is a new article in the Lancet (Regional Health - Americas) using Julia for public health modeling. Click here for more.
Julia for Chemical Physics: Machine-Learned Acceleration for Molecular Dynamics in CASTEP is a new article in the Journal for Chemical Physics featuring Julia. Click here for more.
Julia for Ecology: Stable Diverse Food Webs Become More Common When Interactions Are More Biologically Constrained is a new article featuring Julia in the Proceedings of the National Academy of Sciences. Click here to read the full article.
Converting from Proprietary Software to Julia: Are you looking to leverage Julia’s superior speed and ease of use, but limited due to legacy software and code? JuliaHub and our partners can help accelerate replacing your existing proprietary applications, improve performance, reduce development time, augment or replace existing systems and provide an extended trusted team to deliver Julia solutions. Leverage experienced resources from JuliaHub and our partners to get your team up and running quickly. For more information, please contact us.
Careers at JuliaHub: JuliaHub is a fast-growing tech company with fully remote employees in 20 countries on 6 continents. Click here to learn more about exciting careers and internships with JuliaHub.
Julia and JuliaHub in the News
- Nature - Heredity: What Darwin Could Not See: Island Formation and Historical Sea Levels Shape Genetic Divergence and Island Biogeography in a Coastal Marine Species
- Red Hot Cyber: Intelligenza Artificiale come Lavoro: Scopri le Figure Lavorative nel Mondo dell’AI
- Clayton County Register: Julia Cracks the Top 20 in TIOBE Index of Programming Language Popularity
- TIOBE Index: Julia Enters the TIOBE Index Top 20 for the First Time
- Computer World: El Lenguaje de Programación Julia se Cuela Entre los 20 Primeros del ĺndice de Popularidad de TIOBE
- IT Home: 資料科學家愛用程式語言Julia首進Tiobe Index前20名
- BDM: Les Langages Informatiques les Plus Populaires en Août 2023
- InfoWorld: Julia Language Cracks Top 20 in TIOBE Popularity Index
- Fagen Wasanni Technologies: Julia Cracks Top 20 in TIOBE Index of Programming Language Popularity
- I Programmer: Julia Makes Its Debut in TIOBE Top 20
- OPP Today: Julia Enters Top 20 in TIOBE Index of Programming Language Popularity
- HackerNoon: The New Wave of Programming Languages: Exploring the Hidden Gems
- HPCWire: Quantum Computing and High Performance Computing
- CitizenSide: MAT File (What It Is & How To Open One)
- KDNuggets: 8 Programming Languages For Data Science to Learn in 2023
- E-Week: 10 Best Deep Learning Software 2023
- Analytics Insight: Top 10 GitHub Repositories for Data Science in 2023
- Analytics Insight: Top 10 Programming Languages for AI and NLP
- Analytics Insight: Top 10 Data Science Tools for Beginners in 2023
- Analytics Insight: How Python and R Dominate the Data Science Landscape?
- MarkTechPost: Top Tools for Machine Learning Simplification and Standardization
- Lancet (Regional Health - Americas): Modeling the Impact of a High-Uptake Bivalent Booster Scenario on the COVID-19 Burden and Healthcare Costs in New York City
- Analytics India: Inside the Mind of Gilbert Strang
- Cointelgraph: 9 AI Coding Tools Every Developer Must Know
- Journal of Chemical Physics: Machine-Learned Acceleration for Molecular Dynamics in CASTEP
- Technology Decisions: Fastest-Growing AI Skills in the Australian Market
- Analytics Insight: AI App Development: How to Pick a Programming Language?
- Open Source for You: AI: A Few More Useful Python Libraries
- Dice: C++ Continues to Surge Up Popular Languages List
- Analytics Insight: C++ Continues its Popularity Feat
- Proceedings of the National Academy of Science: Stable Diverse Food Webs Become More Common When Interactions Are More Biologically Constrained
- The Bridge: Yoshito Horikawa from Rist Will Be on Stage at JuliaCon 2023
- Fagen Wasanni Technologies: New Funding Announcements: JuliaHub, HumanFirst, Colleen, FedML, o9 Solutions, Hammerspace, Tamr, Teleskope, Hopsworks, RoboK, Runway, CalypsoAI, Parabola
- Greek Unboxing: JuliaHub, HumanFirst, Colleen, FedML, o9 Solutions, Hammerspace, Tamr, Teleskope, Hopsworks, RoboK, Runway, CalypsoAI, Parabola: Τελευταίες επενδύσεις στον τομέα της τεχνητής νοημοσύνης και των δεδομένων
- Petro: JuliaHub Beveiligt Een Investering Van $13 Miljoen
- Inside Big Data: “Above the Trend Line” – Your Industry Rumor Central
- Mercatooo: برامج تعزيز إنتاجية البيانات تجمع استثمارات بملايين الدولارات
- Mundurowe Wiadomości: Pakiet Narzędzi do Produktywności Danych JuliaHub Pozyskał 13 Mln Dolarów Inwestycji Strategicznej
- Ultimometro: JuilaHub si Assicura 13 Milioni di Dollari di Finanziamento per Supportare l’Analisi dei Dati Conversazionali
Julia Blog Posts
- Large Language Model (LLM) Tutorial with Julia’s Transformers.jl (Peter Cheng)
- The Popularity of Data Science Languages: Python and R (Dima Diachkov)
- JuliaCon 2023 (Cormullion)
- JuliaHub: Ask AI (Panagiotis Georgakopoulos)
- Julia Basics: Replace (Bogumił Kamiński)
- DataFrames.jl 1.6 for JuliaCon 2023 (Bogumił Kamiński)
- The Cord Tying Problem (Bogumił Kamiński)
- Profiling oneAPI.jl Applications with VTune (Tim Besard)
- Yet Another Graph Puzzle (Bogumił Kamiński)
- Creating Nice, Simple Geo-Plots from Scratch Using Makie.jl (Gage Bonner)
- Exploring the Matrix Inversion Lemma in Julia (Vinod V)
- An In-Depth Julia Lesson On Parameters (Emma Boudreau)
- Chifi Newsletter — August 6th, 2023 (Emma Boudreau)
- Julia Enters Top 20 in TIOBE Index: A Promising Future for High-Performance Computing (Sumit Pandit)
- Redirecting Output In Julia: The Rundown (Emma Boudreau)
- Even More Olive Updates! (Emma Boudreau)
- Adding RPC Cells To Olive In Just A Few Functions (Emma Boudreau)
- Rolling Arrays: Dropping Vectors In Julia (Emma Boudreau)
- The Key To Mastering Julia (Emma Boudreau)
- “Object-Oriented” Multiple Dispatch With Julia (Emma Boudreau)
- User-Defined Show Method in Julia (Matthijs Cox)
- JuliaCon Local Eindhoven 2023 (Matthijs Cox)
- Stop Ignoring Julia! Learn It Now and Thank Your Younger Self in the Future (Bex Tuychiev)
- Unraveling Non-Linear Regression in Julia: A Comprehensive Guide with Practical Code Examples (Nilimesh Halder)
- Meet Julia: The Future of Data Science (John Vastola)
- Fruitful Marriages: Embedding GPTs into Programming Environments (Ozan Evkaya)
- Julia 101 (Muhammad Salman Kabir)
- Working with MS SQL Server in Julia (Vikas Negi)
- 5 Jupyter Notebook Tricks I Only Discovered 2 Years Into My Data Science Career (Matt Chapman)
- Exploring Julia Programming Language: Data Manipulation (Part 1) (Jose D. Hernandez-Betancur)
- Exploring Julia Programming Language: Data Manipulation (Part 2) (Jose D. Hernandez-Betancur)
- Exploring Julia Programming Language: Data Manipulation (Part 3) (Jose D. Hernandez-Betancur)
- Gated Recurrent Neural Network from Scratch in Julia (Jose D. Hernandez-Betancur)
- Julia: Plotting Maximum Drawdown (Sıddık Açıl)
Upcoming Julia and JuliaHub Events
- Heidelberg: Scientific Machine Learning for Astrophysics with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) at Interdisciplinary Center for Scientific Computing (IWR) August 14-18
- Paris: Accelerating Simulation and Control of HVAC Systems Using Machine Learning at International Congress of Refrigeration with Dr. Avinash Subramanian (JuliaHub Sales Engineer) at Paris Congress Center August 21-25
- Paris: Julia and Optimization Days at Conservatoire National des Artes et Métiers October 4-6
- Aachen: Modelica Conference with JuliaHub at Das Liebig October 9-11
- Amsterdam: Scientific Machine Learning and Dynamical Systems with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) at Amsterdam Science Park Congress Center October 9-13
- Stuttgart: Research Software Engineering with Julia - Basics, Visualization and Statistics with SimTech Summer School at University of Stuttgart October 9-13
- Online: Alan Turing Institute Seminar with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) October 26
- Washington, DC: American Conference on Pharmacometrics with JuliaHub at National Harbor November 5-8
- Erlangen: JuliaHEP 2023 Workshop with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) at Erlangen Centre for Astroparticle Physics November 6-9
- Eindhoven: JuliaCon Local Eindhoven 2023 at High Tech Campus Conference Center December 1
- Linköping: OpenModelica with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) at Linköping University February 6, 2024
Recent Julia and JuliaHub Events
- Cambridge, MA: JuliaCon 2023 with JuliaHub at Massachusetts Institute of Technology (MIT) July 25-29
- Toronto: Joint Statistical Meeting with Dr. Joshua Day (JuliaHub Research Scientist), Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) and Professor Alan Edelman (JuliaHub Chief Scientist and Co-Founder and Co-Creator of Julia) at Metro Toronto Convention Centre August 5-10
- Portland: Autocomplete for Mechanistic Models via Scientific Machine Learning with Dr. Chris Rackauckas (JuliaHub VP Modeling and Simulation) and Ecological Society of America August 6-11
Contact Us: Please contact us if you want to:
- Learn more about JuliaHub, JuliaSim, Pumas, PumasQSP or CedarEDA
- Obtain pricing for Julia consulting projects for your organization
- Schedule Julia training for your organization
- Share information about exciting new Julia case studies or use cases
- Spread the word about an upcoming online or offline event involving Julia
- Partner with JuliaHub to organize a Julia event online or offline
- Submit a Julia internship, fellowship or job posting
About JuliaHub and Julia
JuliaHub is a fast and easy-to-use code-to-cloud platform that accelerates the development and deployment of Julia programs. JuliaHub users include some of the most innovative companies in a range of industries including pharmaceuticals, automotive, energy, manufacturing, and semiconductor design and manufacture.
Julia is a high performance open source programming language that powers computationally demanding applications in modeling and simulation, drug development, design of multi-physical systems, electronic design automation, big data analytics, scientific machine learning and artificial intelligence. Julia solves the two language problem by combining the ease of use of Python and R with the speed of C++. Julia provides parallel computing capabilities out of the box and unlimited scalability with minimal effort. Julia has been downloaded by users at more than 10,000 companies and is used at more than 1,500 universities. Julia co-creators are the winners of the prestigious James H. Wilkinson Prize for Numerical Software and the Sidney Fernbach Award.
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