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JULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
CASE STUDY - JULIA COMPUTING - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance. JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). JULIA AND SPARK, BETTER TOGETHER Julia and Spark, Better Together. The use of Apache Spark as a distributed data and computation engine has grown rapidly in recent times. Leveraging the Hadoop ecosystem, enterprise workloads have swiftly migrated to Spark. Hosted Spark instances from AWS and Azure have made it even easier to get started, and to run large, on-demandclusters
JULIA IN EXCEL
JuliaInXL can be installed on a Windows desktop where Microsoft Excel and JuliaPro (v1.0.3.1 or higher) are available. To install the extension, open your JuliaPro IDE and execute following command in Julia: This invocation will download the JuliaInXL windows installer and initiate the installation, at which point you will be presentedwith the
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaProJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
CASE STUDY - JULIA COMPUTING - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance. JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). JULIA AND SPARK, BETTER TOGETHER Julia and Spark, Better Together. The use of Apache Spark as a distributed data and computation engine has grown rapidly in recent times. Leveraging the Hadoop ecosystem, enterprise workloads have swiftly migrated to Spark. Hosted Spark instances from AWS and Azure have made it even easier to get started, and to run large, on-demandclusters
JULIA IN EXCEL
JuliaInXL can be installed on a Windows desktop where Microsoft Excel and JuliaPro (v1.0.3.1 or higher) are available. To install the extension, open your JuliaPro IDE and execute following command in Julia: This invocation will download the JuliaInXL windows installer and initiate the installation, at which point you will be presentedwith the
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaPro ABOUT US - JULIA COMPUTING - JULIA COMPUTING Julia Computing's mission is to develop products that make Julia easy to use, easy to deploy and easy to scale. Julia Computing was founded in July 2015 by 6 co-founders - the 4 creators of the Julia programming language (Dr. Viral Shah, Prof. Alan Edelman, Dr. Jeff Bezanson, Stefan Karpinski) along with Deepak Vinchhi and KenoFischer.
SERVICE - JULIA COMPUTING From Basic to Complex. Julia Computing provides custom consulting services and training to help you maximize the benefits of using Julia. Customers typically see enormous immediate gains in speed and productivity when they begin using Julia. But many have only begun to scratch the surface of how Julia can transform their business. TRAINING - JULIA COMPUTING This is a specially designed 3 day workshop that provides a thorough introduction to Artificial Intelligence and Machine Learning in Julia. The training covers introduction to Julia, vector and array operations in Julia, followed by introductory machine learning techniques andapplications.
JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). CASE STUDY - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance.BANKING & FINANCE
WHAT OUR PRODUCTS CAN DO FOR BANKING & FINANCE USERS. Speed modeling time up to 1,000x. Gain the competitive edge when every microsecond counts. Faster time to market and lower cloud computing costs. Gain accuracy with more simulations. Develop new models faster and more efficiently. Leverage GPUs, TPUs and other high performance hardware. NEWSLETTER JANUARY 2021 ZDNet: “TIOBE also predicts that Julia, a programming language with roots in MIT, will become a top 20 language in 2021. Julia has only been available since 2012 but made it to TIOBE's top 50 in August 2018. Julia was created for tasks in scientific computing, machine learning, data mining, large-scale linear algebra, distributed, and JULIA COMPUTING BRINGS SUPPORT FOR NVIDIA GPU COMPUTING ON Julia NGC container now available. To further promote the use of Julia on NVIDIA GPUs, Julia Computing is excited to announce the availability of the Julia programming language as a pre-packaged container on the NVIDIA GPU Cloud (NGC) container registry, making it easy to rapidly deploy Julia-based GPU-accelerated applications. NGC offers a comprehensive catalog of GPU-accelerated ALGORITHMIC TRADING WITH JULIA Algorithmic Trading with Julia. A detailed version of this article appeared in the Automated Trader magazine. What makes algorithmic trading particularly challenging is that it needs to be a polymath to do it well. It requires a unique blend of mathematics, finance, databases, operating systems, and street smarts. Julia makes iteasier.
AUTHENTICATE TO JULIATEAM Authenticate to JuliaTeam. Authenticate to JuliaTeamJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
JULIA AND SPARK, BETTER TOGETHER Julia and Spark, Better Together. The use of Apache Spark as a distributed data and computation engine has grown rapidly in recent times. Leveraging the Hadoop ecosystem, enterprise workloads have swiftly migrated to Spark. Hosted Spark instances from AWS and Azure have made it even easier to get started, and to run large, on-demandclusters
JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). NEWSLETTER JANUARY 2021 ZDNet: “TIOBE also predicts that Julia, a programming language with roots in MIT, will become a top 20 language in 2021. Julia has only been available since 2012 but made it to TIOBE's top 50 in August 2018. Julia was created for tasks in scientific computing, machine learning, data mining, large-scale linear algebra, distributed, andJULIA IN EXCEL
JuliaInXL can be installed on a Windows desktop where Microsoft Excel and JuliaPro (v1.0.3.1 or higher) are available. To install the extension, open your JuliaPro IDE and execute following command in Julia: This invocation will download the JuliaInXL windows installer and initiate the installation, at which point you will be presentedwith the
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaProJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
JULIA AND SPARK, BETTER TOGETHER Julia and Spark, Better Together. The use of Apache Spark as a distributed data and computation engine has grown rapidly in recent times. Leveraging the Hadoop ecosystem, enterprise workloads have swiftly migrated to Spark. Hosted Spark instances from AWS and Azure have made it even easier to get started, and to run large, on-demandclusters
JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). NEWSLETTER JANUARY 2021 ZDNet: “TIOBE also predicts that Julia, a programming language with roots in MIT, will become a top 20 language in 2021. Julia has only been available since 2012 but made it to TIOBE's top 50 in August 2018. Julia was created for tasks in scientific computing, machine learning, data mining, large-scale linear algebra, distributed, andJULIA IN EXCEL
JuliaInXL can be installed on a Windows desktop where Microsoft Excel and JuliaPro (v1.0.3.1 or higher) are available. To install the extension, open your JuliaPro IDE and execute following command in Julia: This invocation will download the JuliaInXL windows installer and initiate the installation, at which point you will be presentedwith the
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaPro TRAINING - JULIA COMPUTING This is a specially designed 3 day workshop that provides a thorough introduction to Artificial Intelligence and Machine Learning in Julia. The training covers introduction to Julia, vector and array operations in Julia, followed by introductory machine learning techniques andapplications.
JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration).DOCUMENTATION
Documentation. JuliaPro Quick start guide for Microsoft Windows platforms. PDF. JuliaPro Quick start guide for the Mac OSX. PDF. JuliaPro Quick start guide for the Linux. PDF. Julia Language Manual and Base API Reference. PDF.BANKING & FINANCE
WHAT OUR PRODUCTS CAN DO FOR BANKING & FINANCE USERS. Speed modeling time up to 1,000x. Gain the competitive edge when every microsecond counts. Faster time to market and lower cloud computing costs. Gain accuracy with more simulations. Develop new models faster and more efficiently. Leverage GPUs, TPUs and other high performance hardware. PHARMA - JULIA COMPUTING Pumas is the comprehensive platform for Pharmaceutical Modeling and Simulation, providing a single tool for the entire drug development pipeline. This includes pharmacokinetic and pharmacodynamic (PK/PD), physiologically based pharmacokinetic (PBPK), and quantitative systems pharmacology (QSP) models. Pumas can also perform non-compartmental FREQUENTLY ASKED QUESTIONS FOR ALL INSTALLATIONS Goto the menubar and click on “Julia” and select “Settings”. Scroll down in settings window and search for “Enable PowerShell Wrapper” checkbox. Disable “Powershell Wrappers” by unchecking the checkbox. Restart the IDE and also, exit all the PowerShell instances that are running in the foreground (If any). Try startingJulia in
ALGORITHMIC TRADING WITH JULIA Algorithmic Trading with Julia. A detailed version of this article appeared in the Automated Trader magazine. What makes algorithmic trading particularly challenging is that it needs to be a polymath to do it well. It requires a unique blend of mathematics, finance, databases, operating systems, and street smarts. Julia makes iteasier.
JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaPro JULIA ON MICROSOFT AZURE Redmond, WA – Microsoft has added JuliaPro to Windows Data Science Virtual Machine (DSVM), making it available on Microsoft Azure. Julia is now available for the first time on the two largest cloud environments, following the December 2016 launch of Julia on AmazonWeb Services.
AUTHENTICATE TO JULIATEAM Authenticate to JuliaTeam. Authenticate to JuliaTeamJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. TRAINING - JULIA COMPUTING - JULIA COMPUTING This is a specially designed 3 day workshop that provides a thorough introduction to Artificial Intelligence and Machine Learning in Julia. The training covers introduction to Julia, vector and array operations in Julia, followed by introductory machine learning techniques andapplications.
JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
CASE STUDY - JULIA COMPUTING - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance. JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 SOLVENCY II COMPLIANCE Solvency II Compliance. In 2008-2009, the global economy went into meltdown. Millions of Americans lost their homes, banking systems imploded in Iceland and Ireland, unemployment in Greece skyrocketed from 7% to 28%, property prices in Spain declined by 30-50% and the total global cost has been estimated at up to $22 trillion, more thanUS GDP.
JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaProJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. TRAINING - JULIA COMPUTING - JULIA COMPUTING This is a specially designed 3 day workshop that provides a thorough introduction to Artificial Intelligence and Machine Learning in Julia. The training covers introduction to Julia, vector and array operations in Julia, followed by introductory machine learning techniques andapplications.
JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
CASE STUDY - JULIA COMPUTING - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance. JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 SOLVENCY II COMPLIANCE Solvency II Compliance. In 2008-2009, the global economy went into meltdown. Millions of Americans lost their homes, banking systems imploded in Iceland and Ireland, unemployment in Greece skyrocketed from 7% to 28%, property prices in Spain declined by 30-50% and the total global cost has been estimated at up to $22 trillion, more thanUS GDP.
JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaPro ABOUT US - JULIA COMPUTING - JULIA COMPUTING Julia Computing's mission is to develop products that make Julia easy to use, easy to deploy and easy to scale. Julia Computing was founded in July 2015 by 6 co-founders - the 4 creators of the Julia programming language (Dr. Viral Shah, Prof. Alan Edelman, Dr. Jeff Bezanson, Stefan Karpinski) along with Deepak Vinchhi and KenoFischer.
BANKING & FINANCE
WHAT OUR PRODUCTS CAN DO FOR BANKING & FINANCE USERS. Speed modeling time up to 1,000x. Gain the competitive edge when every microsecond counts. Faster time to market and lower cloud computing costs. Gain accuracy with more simulations. Develop new models faster and more efficiently. Leverage GPUs, TPUs and other high performance hardware. JULIASURE - JULIA COMPUTING 1 For requests made during business hours, 5AM-5PM, Monday-Friday, Eastern time US.; 2 In the event that Julia Computing determines in its sole discretion that a request involves a major enhancement, Julia Computing will communicate this in writing to the customer and Julia Computing and the customer will negotiate a separate written agreement pursuant to which Julia Computing may provide the PACKAGES - JULIA COMPUTING Julia packages not only provide best-in-class functionality in a variety of fields but also push the envelope in performance, scalability and ease of use sometimes resulting in new ways of doing things that are not even possible using other technologiesTHEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 JULIA AND SPARK, BETTER TOGETHER Julia and Spark, Better Together. The use of Apache Spark as a distributed data and computation engine has grown rapidly in recent times. Leveraging the Hadoop ecosystem, enterprise workloads have swiftly migrated to Spark. Hosted Spark instances from AWS and Azure have made it even easier to get started, and to run large, on-demandclusters
JULIA IN EXCEL
JuliaInXL can be installed on a Windows desktop where Microsoft Excel and JuliaPro (v1.0.3.1 or higher) are available. To install the extension, open your JuliaPro IDE and execute following command in Julia: This invocation will download the JuliaInXL windows installer and initiate the installation, at which point you will be presentedwith the
INTRODUCTION
Introduction Overview JuliaInXLisanextensionofMicrosoft® Excel® thatbringsthepowerofthe Julialanguageandecosystemtoafamiliarspreadsheetworkenvironment. JULIA ON MICROSOFT AZURE Redmond, WA – Microsoft has added JuliaPro to Windows Data Science Virtual Machine (DSVM), making it available on Microsoft Azure. Julia is now available for the first time on the two largest cloud environments, following the December 2016 launch of Julia on AmazonWeb Services.
AUTHENTICATE TO JULIATEAM Authenticate to JuliaTeam. Authenticate to JuliaTeamJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. TRAINING - JULIA COMPUTING - JULIA COMPUTING This is a specially designed 3 day workshop that provides a thorough introduction to Artificial Intelligence and Machine Learning in Julia. The training covers introduction to Julia, vector and array operations in Julia, followed by introductory machine learning techniques andapplications.
JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
CASE STUDY - JULIA COMPUTING - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance. JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 SOLVENCY II COMPLIANCE Solvency II Compliance. In 2008-2009, the global economy went into meltdown. Millions of Americans lost their homes, banking systems imploded in Iceland and Ireland, unemployment in Greece skyrocketed from 7% to 28%, property prices in Spain declined by 30-50% and the total global cost has been estimated at up to $22 trillion, more thanUS GDP.
JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaProJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. TRAINING - JULIA COMPUTING - JULIA COMPUTING This is a specially designed 3 day workshop that provides a thorough introduction to Artificial Intelligence and Machine Learning in Julia. The training covers introduction to Julia, vector and array operations in Julia, followed by introductory machine learning techniques andapplications.
JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
CASE STUDY - JULIA COMPUTING - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance. JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 SOLVENCY II COMPLIANCE Solvency II Compliance. In 2008-2009, the global economy went into meltdown. Millions of Americans lost their homes, banking systems imploded in Iceland and Ireland, unemployment in Greece skyrocketed from 7% to 28%, property prices in Spain declined by 30-50% and the total global cost has been estimated at up to $22 trillion, more thanUS GDP.
JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaPro ABOUT US - JULIA COMPUTING - JULIA COMPUTING Julia Computing's mission is to develop products that make Julia easy to use, easy to deploy and easy to scale. Julia Computing was founded in July 2015 by 6 co-founders - the 4 creators of the Julia programming language (Dr. Viral Shah, Prof. Alan Edelman, Dr. Jeff Bezanson, Stefan Karpinski) along with Deepak Vinchhi and KenoFischer.
BANKING & FINANCE
WHAT OUR PRODUCTS CAN DO FOR BANKING & FINANCE USERS. Speed modeling time up to 1,000x. Gain the competitive edge when every microsecond counts. Faster time to market and lower cloud computing costs. Gain accuracy with more simulations. Develop new models faster and more efficiently. Leverage GPUs, TPUs and other high performance hardware. JULIASURE - JULIA COMPUTING 1 For requests made during business hours, 5AM-5PM, Monday-Friday, Eastern time US.; 2 In the event that Julia Computing determines in its sole discretion that a request involves a major enhancement, Julia Computing will communicate this in writing to the customer and Julia Computing and the customer will negotiate a separate written agreement pursuant to which Julia Computing may provide the PACKAGES - JULIA COMPUTING Julia packages not only provide best-in-class functionality in a variety of fields but also push the envelope in performance, scalability and ease of use sometimes resulting in new ways of doing things that are not even possible using other technologiesTHEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 JULIA AND SPARK, BETTER TOGETHER Julia and Spark, Better Together. The use of Apache Spark as a distributed data and computation engine has grown rapidly in recent times. Leveraging the Hadoop ecosystem, enterprise workloads have swiftly migrated to Spark. Hosted Spark instances from AWS and Azure have made it even easier to get started, and to run large, on-demandclusters
JULIA IN EXCEL
JuliaInXL can be installed on a Windows desktop where Microsoft Excel and JuliaPro (v1.0.3.1 or higher) are available. To install the extension, open your JuliaPro IDE and execute following command in Julia: This invocation will download the JuliaInXL windows installer and initiate the installation, at which point you will be presentedwith the
INTRODUCTION
Introduction Overview JuliaInXLisanextensionofMicrosoft® Excel® thatbringsthepowerofthe Julialanguageandecosystemtoafamiliarspreadsheetworkenvironment. JULIA ON MICROSOFT AZURE Redmond, WA – Microsoft has added JuliaPro to Windows Data Science Virtual Machine (DSVM), making it available on Microsoft Azure. Julia is now available for the first time on the two largest cloud environments, following the December 2016 launch of Julia on AmazonWeb Services.
AUTHENTICATE TO JULIATEAM Authenticate to JuliaTeam. Authenticate to JuliaTeamJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. TRAINING - JULIA COMPUTING - JULIA COMPUTING This is a specially designed 3 day workshop that provides a thorough introduction to Artificial Intelligence and Machine Learning in Julia. The training covers introduction to Julia, vector and array operations in Julia, followed by introductory machine learning techniques andapplications.
JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
CASE STUDY - JULIA COMPUTING - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance. JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 SOLVENCY II COMPLIANCE Solvency II Compliance. In 2008-2009, the global economy went into meltdown. Millions of Americans lost their homes, banking systems imploded in Iceland and Ireland, unemployment in Greece skyrocketed from 7% to 28%, property prices in Spain declined by 30-50% and the total global cost has been estimated at up to $22 trillion, more thanUS GDP.
JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaProJULIA COMPUTING
Read more. Nowcasting GDP. Now-Casting Economics uses Julia to reduce macroeconomic modeling time from weeks to days. Read more. Parallel Supercomputing for Astronomy. Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflops per second. TRAINING - JULIA COMPUTING - JULIA COMPUTING This is a specially designed 3 day workshop that provides a thorough introduction to Artificial Intelligence and Machine Learning in Julia. The training covers introduction to Julia, vector and array operations in Julia, followed by introductory machine learning techniques andapplications.
JULIAPRO - JULIA COMPUTING JuliaPro - Julia Computing. JuliaPro is lightweight and easy to install. Use any package from 2600+ open source packages or from a curated list of 250+ JuliaPro packages. Curated packages are tested, documented and supported by Julia Computing. See below for details oncurated packages.
CASE STUDY - JULIA COMPUTING - JULIA COMPUTING Case Study - Julia Computing. United Therapeutics. Pharmaceutical. Pharmaceutical Modeling. United Therapeutics uses JuliaHub to build a computational model of the lung to develop treatments for rare diseases, including diseases affecting the lungs. Aviva. Insurance. Solvency II Compliance. JULIATEAM - JULIA COMPUTING JuliaTeam makes it easy and safe for developers, data scientists and IT managers to install and manage public and private packages, adhere to enterprise governance policies, deploy and scale applications, manage licenses and setup CI (Continuous Integration). JULIASIM - JULIA COMPUTING JuliaSim is a next generation cloud-based simulation platform, combining the latest techniques in SciML with equation-based digital twin modeling and simulation. Our modern ML-based techniques accelerate simulation by up to 500x, changing the paradigm of what is possible with computational design. PUMAS - JULIA COMPUTING Pumas is the first platform to provide true integration of pharmacometric models with convolution neural networks and other machine learning approaches. Pumas is massively scalable with an inherent ability to run on GPUs and on any hosted or private cloudcomputing setups in
THEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 SOLVENCY II COMPLIANCE Solvency II Compliance. In 2008-2009, the global economy went into meltdown. Millions of Americans lost their homes, banking systems imploded in Iceland and Ireland, unemployment in Greece skyrocketed from 7% to 28%, property prices in Spain declined by 30-50% and the total global cost has been estimated at up to $22 trillion, more thanUS GDP.
JULIAPRO (V1.0.5-2) INSTALLATION MANUAL AND QUICKSTART GUIDE JuliaPro (v1.0.5-2) Installation Manual and Quickstart Guide Contents 1. Objective 2. Prerequisites 3. Installing JuliaPro 4. Using JuliaPro 4.1. Launching JuliaPro ABOUT US - JULIA COMPUTING - JULIA COMPUTING Julia Computing's mission is to develop products that make Julia easy to use, easy to deploy and easy to scale. Julia Computing was founded in July 2015 by 6 co-founders - the 4 creators of the Julia programming language (Dr. Viral Shah, Prof. Alan Edelman, Dr. Jeff Bezanson, Stefan Karpinski) along with Deepak Vinchhi and KenoFischer.
BANKING & FINANCE
WHAT OUR PRODUCTS CAN DO FOR BANKING & FINANCE USERS. Speed modeling time up to 1,000x. Gain the competitive edge when every microsecond counts. Faster time to market and lower cloud computing costs. Gain accuracy with more simulations. Develop new models faster and more efficiently. Leverage GPUs, TPUs and other high performance hardware. JULIASURE - JULIA COMPUTING 1 For requests made during business hours, 5AM-5PM, Monday-Friday, Eastern time US.; 2 In the event that Julia Computing determines in its sole discretion that a request involves a major enhancement, Julia Computing will communicate this in writing to the customer and Julia Computing and the customer will negotiate a separate written agreement pursuant to which Julia Computing may provide the PACKAGES - JULIA COMPUTING Julia packages not only provide best-in-class functionality in a variety of fields but also push the envelope in performance, scalability and ease of use sometimes resulting in new ways of doing things that are not even possible using other technologiesTHEJULIALANGUAGE
TheJuliaLanguage TheJuliaProject November30,2017 Contents Contents i I Home 1 II JuliaDocumentation 3 1 Manual 5 2 StandardLibrary 7 3 DeveloperDocumentation 9 JULIA AND SPARK, BETTER TOGETHER Julia and Spark, Better Together. The use of Apache Spark as a distributed data and computation engine has grown rapidly in recent times. Leveraging the Hadoop ecosystem, enterprise workloads have swiftly migrated to Spark. Hosted Spark instances from AWS and Azure have made it even easier to get started, and to run large, on-demandclusters
JULIA IN EXCEL
JuliaInXL can be installed on a Windows desktop where Microsoft Excel and JuliaPro (v1.0.3.1 or higher) are available. To install the extension, open your JuliaPro IDE and execute following command in Julia: This invocation will download the JuliaInXL windows installer and initiate the installation, at which point you will be presentedwith the
INTRODUCTION
Introduction Overview JuliaInXLisanextensionofMicrosoft® Excel® thatbringsthepowerofthe Julialanguageandecosystemtoafamiliarspreadsheetworkenvironment. JULIA ON MICROSOFT AZURE Redmond, WA – Microsoft has added JuliaPro to Windows Data Science Virtual Machine (DSVM), making it available on Microsoft Azure. Julia is now available for the first time on the two largest cloud environments, following the December 2016 launch of Julia on AmazonWeb Services.
AUTHENTICATE TO JULIATEAM Authenticate to JuliaTeam. Authenticate to JuliaTeam* products
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Read more Create Account Enterprise support and indemnity Read more Subscribe $99/month ------------------------- Disrupting the world of pharmaceuticalsRead more
Providing productivity gains, performance improvements, scalabilityand cost savings
------------------------- AstraZeneca and Prioris.ai researchers use Julia to predict toxicityVIEW CASE STUDY
Making Quantitative Systems Pharmacology (QSP) faster and cheaper by100x
------------------------- Pfizer uses Julia to accelerate simulations of new therapies formetabolic diseases
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Protecting the Electrical Grid Fugro Roames engineers use machine learning in Julia to identify network failures and potential failures 100x fasterRead more
Robot Locomotion
MIT roboticists program robots in Julia to climb stairs and walk on hazardous, difficult and uneven terrainRead more
Nowcasting GDP
Now-Casting Economics uses Julia to reduce macroeconomic modeling timefrom weeks to days
Read more
Parallel Supercomputing for Astronomy Researchers use Julia on a NERSC supercomputer to catalog millions of astronomical objects and achieve peak performance of 1.54 petaflopsper second
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Aviva Solvency II Compliance One of Europe’s largest insurers is using Julia for Solvency IICompliance
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Nobel Laureate Thomas J. Sargent Next-generation macroeconomic models require high-performance computing: enter JuliaRead more
Safer Skies
The Federal Aviation Administration is using Julia to develop the Next-Generation Airborne Collision Avoidance SystemRead more
BlackRock Analytics Platform The world's largest asset manager is using Julia to upgrade its trademark Aladdin analytics platformRead more
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Accelerating Modeling and Simulation with Julia ------------------------- Sep 23, 2020 | Dr. Viral B. Shah | Julia Computing watch Get the latest news about Julia delivered to your inbox.subscribe
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