Business Software for ModelOp - Page 2
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PyTorch
PyTorch
Transition seamlessly between eager and graph modes with TorchScript, and accelerate the path to production with TorchServe. Scalable distributed training and performance optimization in research and production is enabled by the torch-distributed backend. A rich ecosystem of tools and libraries extends PyTorch and supports development in computer vision, NLP and more. PyTorch is well supported on major cloud platforms, providing frictionless development and easy scaling. Select your preferences and run the install command. Stable represents the most currently tested and supported version of PyTorch. This should be suitable for many users. Preview is available if you want the latest, not fully tested and supported, 1.10 builds that are generated nightly. Please ensure that you have met the prerequisites (e.g., numpy), depending on your package manager. Anaconda is our recommended package manager since it installs all dependencies. -
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Apache Kafka
The Apache Software Foundation
Apache Kafka® is an open-source, distributed streaming platform. Scale production clusters up to a thousand brokers, trillions of messages per day, petabytes of data, hundreds of thousands of partitions. Elastically expand and contract storage and processing. Stretch clusters efficiently over availability zones or connect separate clusters across geographic regions. Process streams of events with joins, aggregations, filters, transformations, and more, using event-time and exactly-once processing. Kafka’s out-of-the-box Connect interface integrates with hundreds of event sources and event sinks including Postgres, JMS, Elasticsearch, AWS S3, and more. Read, write, and process streams of events in a vast array of programming languages. -
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Azure Blob Storage
Microsoft
Massively scalable and secure object storage for cloud-native workloads, archives, data lakes, high-performance computing, and machine learning. Azure Blob Storage helps you create data lakes for your analytics needs, and provides storage to build powerful cloud-native and mobile apps. Optimize costs with tiered storage for your long-term data, and flexibly scale up for high-performance computing and machine learning workloads. Blob storage is built from the ground up to support the scale, security, and availability needs of mobile, web, and cloud-native application developers. Use it as a cornerstone for serverless architectures such as Azure Functions. Blob storage supports the most popular development frameworks, including Java, .NET, Python, and Node.js, and is the only cloud storage service that offers a premium, SSD-based object storage tier for low-latency and interactive scenarios.Starting Price: $0.00099 -
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Amazon SageMaker
Amazon
Amazon SageMaker is an advanced machine learning service that provides an integrated environment for building, training, and deploying machine learning (ML) models. It combines tools for model development, data processing, and AI capabilities in a unified studio, enabling users to collaborate and work faster. SageMaker supports various data sources, such as Amazon S3 data lakes and Amazon Redshift data warehouses, while ensuring enterprise security and governance through its built-in features. The service also offers tools for generative AI applications, making it easier for users to customize and scale AI use cases. SageMaker’s architecture simplifies the AI lifecycle, from data discovery to model deployment, providing a seamless experience for developers. -
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Scala
Scala
Scala combines object-oriented and functional programming in one concise, high-level language. Scala's static types help avoid bugs in complex applications, and its JVM and JavaScript runtimes let you build high-performance systems with easy access to huge ecosystems of libraries. The Scala compiler is smart about static types. Most of the time, you need not tell it the types of your variables. Instead, its powerful type inference will figure them out for you. In Scala, case classes are used to represent structural data types. They implicitly equip the class with meaningful toString, equals and hashCode methods, as well as the ability to be deconstructed with pattern matching. In Scala, functions are values, and can be defined as anonymous functions with a concise syntax.Starting Price: Free -
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R
The R Foundation
R is a language and environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be considered as a different implementation of S. There are some important differences, but much code written for S runs unaltered under R. R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, …) and graphical techniques, and is highly extensible. The S language is often the vehicle of choice for research in statistical methodology, and R provides an Open Source route to participation in that activity. One of R’s strengths is the ease with which well-designed publication-quality plots can be produced, including mathematical symbols and formulae where needed.Starting Price: Free -
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scikit-learn
scikit-learn
Scikit-learn provides simple and efficient tools for predictive data analysis. Scikit-learn is a robust, open source machine learning library for the Python programming language, designed to provide simple and efficient tools for data analysis and modeling. Built on the foundations of popular scientific libraries like NumPy, SciPy, and Matplotlib, scikit-learn offers a wide range of supervised and unsupervised learning algorithms, making it an essential toolkit for data scientists, machine learning engineers, and researchers. The library is organized into a consistent and flexible framework, where various components can be combined and customized to suit specific needs. This modularity makes it easy for users to build complex pipelines, automate repetitive tasks, and integrate scikit-learn into larger machine-learning workflows. Additionally, the library’s emphasis on interoperability ensures that it works seamlessly with other Python libraries, facilitating smooth data processing.Starting Price: Free -
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EPIC HRMS
EPIC Software
EPIC Software’s Suite of Employee Productivity Tools (EPT) causally improves employee retention and offers the right combination of features, functionality, intuitive ease of use, and affordability to help organizations attract, develop, motivate and retain a high-performance workforce year round. EPIC HRMS™ resolves the age-old issue of automating paper-based HR and Employee Life Cycle Talent Management documents – if HR, Managers and Employees have access to the internet then they have access to the EPIC HRMS™. By significantly reducing or eliminating document printing, revision, distribution and storage costs, EPIC HRMS™ allows your HR and Workforce management activities to “Go Green” while incorporating them into a single, dynamic, online system of record. Our proposals include a detailed business case which has proven to engage the clients' Finance team early in the process. Our dedicated team is trilingual; we speak HR, Business and Technology!Starting Price: $2 per month -
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Azure Machine Learning
Microsoft
Accelerate the end-to-end machine learning lifecycle. Empower developers and data scientists with a wide range of productive experiences for building, training, and deploying machine learning models faster. Accelerate time to market and foster team collaboration with industry-leading MLOps—DevOps for machine learning. Innovate on a secure, trusted platform, designed for responsible ML. Productivity for all skill levels, with code-first and drag-and-drop designer, and automated machine learning. Robust MLOps capabilities that integrate with existing DevOps processes and help manage the complete ML lifecycle. Responsible ML capabilities – understand models with interpretability and fairness, protect data with differential privacy and confidential computing, and control the ML lifecycle with audit trials and datasheets. Best-in-class support for open-source frameworks and languages including MLflow, Kubeflow, ONNX, PyTorch, TensorFlow, Python, and R. -
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IBM Db2
IBM
IBM Db2 is a family of data management products, including the Db2 relational database. The products feature AI-powered capabilities to help you modernize the management of both structured and unstructured data across on-premises and multicloud environments. By helping to make your data simple and accessible, the Db2 family positions your business to pursue the value of AI. Most of the Db2 family is available on the IBM Cloud Pak® for Data platform, either as an add-on or an included data source service, making virtually all of your data available across hybrid or multicloud environments to fuel your AI applications. Easily converge your transactional data stores and rapidly derive insights through universal, intelligent querying of data across disparate sources. Cut costs with the multimodel capability that eliminates the need for data replication and migration. Enhance agility by running Db2 on any cloud vendor. -
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Zammad
Zammad
Make your customers happy. We'll give you the tool you need. Personalized and quick answers will satisfy your customers. With Zammad you can manage and organize your team and your tickets to make your customer support draw a smile on your customers face. Keeping track of proceedings is the name of the game when it comes to dealing with customers. Whether as agent or as manager, the dashboard gives you an exact overview of the current situation. As agent you (and only you) can see, how good your performance is. As an organisation one is nowadays not only reachable by telephone. With Zammad you bring together different customer communication channels such as telephone, e-mail, SMS or Twitter. Zammad is auditable. That’s the reason it is often used in banks. Via the ticket history it’s possible to reconstruct at any time who changed which attribute to which value. With Zammad you can easily create individual fields like a desired deadline.Starting Price: 5€/user/month -
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An easy-to-use, yet powerful package for accessing, manipulating, analyzing and presenting information, now available for cloud and on-site deployment. Why piece together niche software packages from different vendors? A consolidated portfolio that includes three of our most popular products, Base SAS, SAS/STAT and SAS/GRAPH, reduces the cost of licensing, maintenance, training, and support while ensuring that consistent information is available across your enterprise. SAS statistical procedures are constantly being updated to reflect the latest advances in statistical methodology. And technical support is provided by experienced master's- and doctorate-level statisticians who deliver a level of service and knowledge not often found with other software vendors. SAS has more than four decades of experience developing statistical analysis software that organizations around the world rely on to provide accurate answers to data questions.
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Llama 2
Meta
The next generation of our open source large language model. This release includes model weights and starting code for pretrained and fine-tuned Llama language models — ranging from 7B to 70B parameters. Llama 2 pretrained models are trained on 2 trillion tokens, and have double the context length than Llama 1. Its fine-tuned models have been trained on over 1 million human annotations. Llama 2 outperforms other open source language models on many external benchmarks, including reasoning, coding, proficiency, and knowledge tests. Llama 2 was pretrained on publicly available online data sources. The fine-tuned model, Llama-2-chat, leverages publicly available instruction datasets and over 1 million human annotations. We have a broad range of supporters around the world who believe in our open approach to today’s AI — companies that have given early feedback and are excited to build with Llama 2.Starting Price: Free -
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Vault
Vault
Launch your own fiat and crypto banking operations in just a few days and at a fraction of the cost of doing it on your own. Vault delivers a crypto-friendly secure banking platform for any business looking to provide their customers, agents, or employees with a complete payment ecosystem, under their own brand, with minimal hassle and the industry's best go-to-market pace. Individually segregated IBAN accounts to all users, no matter their country of residence (some restrictions apply). Vault clients that have their own crypto token can easily add them to the Vault ecosystem. Global payment solutions give access to a world of cryptocurrencies. Exit cryptocurrencies into traditional fiat currencies as easily as sending a bank transfer. Vault and its associated companies empower more than 1m+ users to access crypto, banking, and card solutions. Through Vault, our white-label clients can provide fiat, crypto, and payment card solutions to their users. -
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R-Studio
R-Tools Technology
Intended for digital forensic labs, data recovery businesses, or individuals, it provides them with a first-class professional data recovery tool set that can solve most of the challenges they could ever face. Besides powerful data recovery features, it includes a versatile file previewer that helps you estimate the chances for a successful data recovery, a flexible RAID reconstruction module with custom-defined RAID configurations, modules for data recovery over a network, and a professional text/hexadecimal editor; an all-in-one, fully integrated application. Rights to temporarily install R-Studio on any computer in your organization or on a customer's computer. You can also run R-Studio from a removable device such as a CD or USB flash memory drive (R-Studio Technician Portable).Starting Price: $80 one-time payment -
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Aidoc
Aidoc Medical
Aidoc develops advanced healthcare-grade AI based decision support software. Our technology analyzes medical imaging to provide one of the most comprehensive solutions for flagging acute abnormalities across the body, helping radiologists prioritize life threatening cases and expedite patient care. Empowering radiologists to detect urgent cases faster and reducing overall report turnaround time directly in the workflow. 510(k) Triage and notification software indicated for use in the analysis of non-enhanced head CT images; flags and communicates suspected positive findings of pathologies in head CT images, namely Intracranial Hemorrhage (ICH). 510(k) triage and notification software indicated for use in the analysis of Head CTA images; flags and communicates Brain Aneurysm (BA). 510(k) triage and notification software indicated for use in the analysis of Chest X-Ray images; flags and communicates Pneumothorax (Ptx). -
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Azure Kubernetes Service (AKS)
Microsoft
The fully managed Azure Kubernetes Service (AKS) makes deploying and managing containerized applications easy. It offers serverless Kubernetes, an integrated continuous integration and continuous delivery (CI/CD) experience, and enterprise-grade security and governance. Unite your development and operations teams on a single platform to rapidly build, deliver, and scale applications with confidence. Elastic provisioning of additional capacity without the need to manage the infrastructure. Add event-driven autoscaling and triggers through KEDA. Faster end-to-end development experience with Azure Dev Spaces including integration with Visual Studio Code Kubernetes tools, Azure DevOps, and Azure Monitor. Advanced identity and access management using Azure Active Directory, and dynamic rules enforcement across multiple clusters with Azure Policy. Available in more regions than any other cloud providers. -
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Oracle Cloud Infrastructure
Oracle
Oracle Cloud Infrastructure supports traditional workloads and delivers modern cloud development tools. It is architected to detect and defend against modern threats, so you can innovate more. Combine low cost with high performance to lower your TCO. Oracle Cloud is a Generation 2 enterprise cloud that delivers powerful compute and networking performance and includes a comprehensive portfolio of infrastructure and platform cloud services. Built from the ground up to meet the needs of mission-critical applications, Oracle Cloud supports all legacy workloads while delivering modern cloud development tools, enabling enterprises to bring their past forward as they build their future. Our Generation 2 Cloud is the only one built to run Oracle Autonomous Database, the industry's first and only self-driving database. Oracle Cloud offers a comprehensive cloud computing portfolio, from application development and business analytics to data management, integration, security, AI & blockchain. -
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PostgreSQL
PostgreSQL Global Development Group
PostgreSQL is a powerful, open-source object-relational database system with over 30 years of active development that has earned it a strong reputation for reliability, feature robustness, and performance. There is a wealth of information to be found describing how to install and use PostgreSQL through the official documentation. The open-source community provides many helpful places to become familiar with PostgreSQL, discover how it works, and find career opportunities. Learm more on how to engage with the community. The PostgreSQL Global Development Group has released an update to all supported versions of PostgreSQL, including 15.1, 14.6, 13.9, 12.13, 11.18, and 10.23. This release fixes 25 bugs reported over the last several months. This is the final release of PostgreSQL 10. PostgreSQL 10 will no longer receive security and bug fixes. If you are running PostgreSQL 10 in a production environment, we suggest that you make plans to upgrade. -
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Apache Spark
Apache Software Foundation
Apache Spark™ is a unified analytics engine for large-scale data processing. Apache Spark achieves high performance for both batch and streaming data, using a state-of-the-art DAG scheduler, a query optimizer, and a physical execution engine. Spark offers over 80 high-level operators that make it easy to build parallel apps. And you can use it interactively from the Scala, Python, R, and SQL shells. Spark powers a stack of libraries including SQL and DataFrames, MLlib for machine learning, GraphX, and Spark Streaming. You can combine these libraries seamlessly in the same application. Spark runs on Hadoop, Apache Mesos, Kubernetes, standalone, or in the cloud. It can access diverse data sources. You can run Spark using its standalone cluster mode, on EC2, on Hadoop YARN, on Mesos, or on Kubernetes. Access data in HDFS, Alluxio, Apache Cassandra, Apache HBase, Apache Hive, and hundreds of other data sources. -
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Azure Databricks
Microsoft
Unlock insights from all your data and build artificial intelligence (AI) solutions with Azure Databricks, set up your Apache Spark™ environment in minutes, autoscale, and collaborate on shared projects in an interactive workspace. Azure Databricks supports Python, Scala, R, Java, and SQL, as well as data science frameworks and libraries including TensorFlow, PyTorch, and scikit-learn. Azure Databricks provides the latest versions of Apache Spark and allows you to seamlessly integrate with open source libraries. Spin up clusters and build quickly in a fully managed Apache Spark environment with the global scale and availability of Azure. Clusters are set up, configured, and fine-tuned to ensure reliability and performance without the need for monitoring. Take advantage of autoscaling and auto-termination to improve total cost of ownership (TCO). -
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Q/ris 3000 Workflow
medQ
Intelligent, intuitive, and rules-driven online scheduling and room management to simplify patient booking, making it fast and virtually error-free. Automatic scheduling of complex segmented procedures. Efficient and paperless patient registration and document management. Upfront, online real-time insurance verification. Manage any number of facilities at once. Integrated auto CDS tool. In addition to automatically capturing DICOM SR data, the Q/ris technologist workflow module is packed full of tools to help your technologist prepare more data-rich studies while saving time for your radiologist. Automatic generation of exam-specific electronic worksheets for technologist notes and annotations. Real-time editing, modifying or rescheduling of exams at any point. Automatic charge capture and interactive supply capture. MIPPS compatible DICOM modality worklist. Automatically capture DICOM SR data from the modality. -
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C++
C++
C++ is a simple and clear language in its expressions. It is true that a piece of code written with C++ may be seen by a stranger of programming a bit more cryptic than some other languages due to the intensive use of special characters ({}[]*&!|...), but once one knows the meaning of such characters it can be even more schematic and clear than other languages that rely more on English words. Also, the simplification of the input/output interface of C++ in comparison to C and the incorporation of the standard template library in the language, makes the communication and manipulation of data in a program written in C++ as simple as in other languages, without losing the power it offers. It is a programming model that treats programming from a perspective where each component is considered an object, with its own properties and methods, replacing or complementing structured programming paradigm, where the focus was on procedures and parameters.Starting Price: Free -
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Zebra MotionWorks Asset
Zebra
When you don't have visibility to critical assets, the productivity and efficiency of your operation suffer. But now, you can manage important assets in your enterprise with Zebra MotionWorks™ Asset. MotionWorks processes real-time location data and converts it into information that leads to insights. And it delivers unprecedented visibility that allows for smarter, faster business decisions to optimize your business at the performance edge. Get data that delineates, and technology that transforms, by turning asset location into an invaluable asset. Because when you know where everything is, you can accomplish anything. Zebra MotionWorks Asset location solutions provide automated tracking of every important tool or asset across your entire enterprise. Knowing where they are, where to get one, or to find and recall hidden ones greatly reduces the downtime spent looking for missing or misplaced assets. -
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Nova RIS
Novarad
Nova RIS can help your radiology department optimize workflows to keep productivity high as you strive to keep up with increasing demands. With Nova RIS, you'll eliminate and reduce interruptions, errors, no-shows, and unnecessary paperwork. Robust doctor portal provides efficient scheduling, easy and secure access to images and reports, the ability to print prescriptions, procedure instructions, directions from the patient's home to the imaging facility, and more. Integrated business analytics provide insight into procedures and referring physician trends, allowing you to better engage referring physicians. AlertView provides secure mobile phone text alerts, ensuring referring physicians have instant access to reports that are available. -
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C
C
C is a programming language created in 1972 which remains very important and widely used today. C is a general-purpose, imperative, procedural language. The C language can be used to develop a wide variety of different software and applications including operating systems, software applications, code compilers, databases, and more.
