Newsletter January 2019
Julia Co-Creators Win Wilkinson Prize:Julia co-creators Jeff Bezanson, Stefan Karpinski and Viral Shah are the winners of the prestigious James H. Wilkinson Prize for Numerical Software . This prize is awarded every four years to recognize innovative software in scientific computing. The award will be presented at the Society for Industrial and Applied Mathematics (SIAM) Conference on Computational Science and Engineering (CSE19) in Spokane, WA Feb 25-Mar 1, 2019.
Julia Growth Metrics
|Cumulative Total as of Jan 2018||Cumulative Total as of Jan 2019||Growth|
|Number of Julia Downloads Initiated||1.8 million||3.2 million||+78%|
|Julia Packages Available||1,688||2,462||+46%|
|Number of News Articles Mentioning Julia||93||253||+172%|
|Julia Discourse Threads + Stack Overflow Questions||8,620||16,363||+90%|
|GitHub Stars for Julia Language (Not Including Julia Packages)||9,626||19,472||+102%|
|Published Citations of Julia: A Fresh Approach to Numerical Computing (2017) and Julia: A Fast Dynamic Language for Technical Computing (2012)||613||1,048||+71%|
* Note: Julia can also call C, C++, Fortran, Python, R, Java and MPI libraries
Julia GitHub Stars:Julia GitHub stars have nearly doubled since the Aug 2018 release of Julia 1.0 and Julia is one of the top 10 languages on GitHub measured by stars and forks.
JuliaTeam: JuliaTeam is an enterprise solution that makes it as easy to use and develop Julia packages inside your company as it is in the open source world. The current release of JuliaTeam integrates with your corporate authentication systems and eliminates the headaches of installing and using public Julia packages behind a corporate firewall. JuliaTeam also gives IT and management insight and control over what packages developers are using, helping ensure quality and security.
Upcoming JuliaTeam releases will include these features as well:
Read and search docs for all internal and external packages in a single place
Create and manage private package registries
Publish and test private packages as easily as public ones, making sure new versions work seamlessly with all the other versions of packages that your teams are using
Benchmark your code to make sure it runs as efficiently as possible and stays fast
Download a summary of licenses of all the software you depend on
JuliaTeam makes Julia development at your company as easy, effective and fun as open source.
For more information, contact us .
Julia Training:Julia Computing offers online and offline training including Introduction to Julia, Machine Learning and Artificial Intelligence, Parallel Computing in Julia and customized courses at every level. Registration and course descriptions are available here . Live instructor-led online courses include:
Introduction to Julia
Introduction to Machine Learning and Artificial Intelligence in Julia
Parallel Computing in Julia
New Julia Textbook: Introduction to Linear Applied Algebra – Vectors, Matrices and Least Squares by Stephen Boyd and Lieven Vandenberghe uses Julia as the language of instruction and includes a Julia language companion . This is the textbook for EE103 (Stanford University) and EE133A (UCLA). Other Julia textbooks, tutorials and teaching resources are available at JuliaLang.org/Learning .
Julia for Space Mission Planning: Julia Language Ephemeris and Physical Constants Reader for Solar System Bodies was published by Professor Kaela M. Martin (Embry-Riddle Aeronautical University), undergraduates Julia Mihaylov and Renee Spear (Embry-Riddle Aeronautical University) and Damon Landau (National Aeronautics and Space Administration (NASA) Jet Propulsion Laboratory (JPL), California Institute of Technology (Caltech)). This research 「will help interplanetary space mission designers more easily locate the relative positions of planets, moons and small bodies in the solar system at specific times in order to calculate optimum spacecraft trajectories.」
Julia for School Bus Optimization:The Institute for Operations Research and Management Sciences (INFORMS) has selected MIT Sloan Professor Dimitris Bertsimas, Arthur Delarue and Sebastien Martin as Franz Edelman award finalists for their use of Julia and JuMP.jl to make Boston Public Schools bus routes 20% more efficient and save $5 million per year which is being reinvested in schools.
Julia and Julia Computing in the News
Julia Language Co-Creators Win James H. Wilkinson Prize for Numerical Software
UCSB Engineering Convergence Magazine : Julia Speaks
Embry-Riddle Aeronautical University : Two Embry-Riddle Undergraduate Students Supporting Interplanetary Research
Julia Blog Posts
Kubernetes in Julia with Kuber.jl (Tanmay Mohapatra)
Winter Warm-Up: Toy Models for Heat Exchangers (Mathieu Besançon)
Koch Snowflakes for the Holidays (Abel Soares Siqueira)
Package Development in Julia 1.0 Using the REPL (Abel Soares Siqueira)
Cosmology.jl Now Integrates Unitful.jl (Mosè Giordano)
Index Funds with Mixed Integer Programming (Robert Schwarz)
Release Notes for the DataFrames.jl Package v0.15.0 (Bogumił Kamiński)
A Brief Introduction to Julia』s Object System (Kiran Shila)
Upcoming Julia Events
Minneapolis/St. Paul: Julia Data Analysis with League of Extraordinary Algorithms at Veritas Technologies Jan 12
Taipei: MLDM Monday x Julia – Julia Tutorial IV with Taiwan R User Group Jan 14
Seattle: The Julia Programming Language with SeaLang Jan 16
Warsaw: Sekrety Systemu Typów w Języku Julia with Bogumił Kamiński and Warszawskie Forum Julia Jan 23
Cambridge, MA: Julia Guest Lectures with Jameson Nash, Keno Fischer, Jeff Bezanson and Viral Shah ( Julia Computing ) and Cambridge Area Julia Users Network (CAJUN) at MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) Jan 24
Sydney: Intro to Julia Lang (Designed for AI & ML) + Hands on Coding! with Sydney Alt.Net User Group Jan 29
Online: Introduction to Machine Learning and Artificial Intelligence in Julia with Julia Computing Feb 4-5
Ghent: Intro to Julia with TensorFlow Belgium Feb 6
Online: Live YouTube Tutorial on DynamicalSystems.jl with George Datseris Feb 13
Online: Introduction to Machine Learning and Artificial Intelligence in Julia with Julia Computing Feb 25-26
Spokane: Society for Industrial and Applied Mathematics (SIAM) Conference on Computational Science and Engineering (CSE19) with Jeff Bezanson, Stefan Karpinski and Viral Shah ( Julia Computing ) Feb 25-Mar 1
Santiago: Third Annual JuMP-dev Workshop Mar 12-14
Recent Julia Events
Berlin: DataVis Practice with Elena Erdmann (Zeit Online, Journocode) and Data Visualization Berlin Dec 4
Poznan, Poland: PAZUR 31 – Julia vs R + Bookdown with Bogumił Kamiński and Poznan R Users Group (PAZUR) at Uniwersytet Ekonomiczny Poznan Dec 6
Pune, India: Open Discussion: Julia For Machine Learning with Deep Learning Research and Development Dec 9
Taipei: MLDM Monday x Julia – Julia Tutorial III with Taiwan R User Group Dec 10
Online: Introduction to Machine Learning and Artificial Intelligence in Julia Live Instructor-Led Online Training with Julia Computing Dec 17-18
Ghent: Julia User Meetup with BeNeLux Julia User Group at Ghent University Dec 21
Julia Jobs, Fellowships and Internships
Penn State University』s Department of Astronomy and Astrophysics Center for Exoplanets and Habitable Worlds (CEHW) is looking to hire a Postdoc Researcher and Assistant Research Professor with Julia experience
Do you work at or know of an organization looking to hire Julia programmers as staff, research fellows or interns? Would your employer be interested in hiring interns to work on open source packages that are useful to their business? Help us connect members of our community to great opportunities by sending us an email , and we』ll get the word out.
There are more than 300 Julia jobs currently listed on Indeed.com , including jobs at Accenture, Airbus, Amazon, AstraZeneca, Barnes & Noble, BlackRock, Capital One, Charles River Analytics, Citigroup, Comcast, Cooper Tire & Rubber, Disney, Facebook, Gallup, Genentech, General Electric, Google, Huawei, Johnson & Johnson, Match, McKinsey, NBCUniversal, Nielsen, OKCupid, Oracle, Pandora, Peapod, Pfizer, Raytheon, Zillow, Brown, Emory, Harvard, Johns Hopkins, Massachusetts General Hospital, Penn State, UC Davis, University of Chicago, University of Virginia, Argonne National Laboratory, Lawrence Berkeley National Laboratory, Los Alamos National Laboratory, National Renewable Energy Laboratory, Oak Ridge National Laboratory, State of Wisconsin and many more.
Contact Us:Please contact us if you wish to:
Purchase or obtain license information for Julia products such as JuliaTeam, JuliaPro or JuliaBox
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 conference, workshop, training, hackathon, meetup, talk or presentation involving Julia
Partner with Julia Computing to organize a Julia meetup, conference, workshop, training, hackathon, talk or presentation involving Julia
Submit a Julia internship, fellowship or job posting
About Julia and Julia Computing
Julia is the fastest high performance open source computing language for data, analytics, algorithmic trading, machine learning, artificial intelligence, and other scientific and numeric computing applications. 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 more than 3 million times and is used at more than 1,500 universities. Julia co-creators are the winners of the 2019 James H. Wilkinson Prize for Numerical Software. Julia has run at petascale on 650,000 cores with 1.3 million threads to analyze over 56 terabytes of data using Cori, one of the ten largest and most powerful supercomputers in the world.
Julia Computing was founded in 2015 by all the creators of Julia to develop products and provide professional services to businesses and researchers using Julia.
原文 : Julia Computing