RAY

[Class - 9]

Software, namely, serverless frameworks for developing, running and implementing scalable compute services; software for use in a distributed serverless computing platform environment; software development tools for designing, deploying, and monitoring serverless architecture and applications; software for neural network inferencing; software for developing, running and implementing scalable applications; software that provides access to cloud-based scalable computing resources and data storage; software for data, desktop and application streaming and sharing; software that allows users to purchase, sell, exchange, upload, download and share software applications and services; software, namely, a framework for building and running distributed applications; software, namely, a high-performance distributed execution framework for large-scale machine learning and reinforcement learning applications; software featuring libraries for accelerating deep learning and reinforcement learning development; software featuring libraries for data science training; software featuring libraries for data analytics; software featuring libraries for machine learning training; software featuring libraries for artificial intelligence, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics and business intelligence; software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, communications, speech recognition, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; software that provides messaging and integration tools for distributed applications; software that enables integration of distributed data sources; software that assists computers in deploying parallel applications and performing parallel computation; software for training neural networks to enable deep learning; run-time environments comprised of frameworks, tools, application programming interfaces (APIs), and libraries; run-time frameworks for artificial intelligence solutions; software for artificial intelligence and machine learning technology; software for artificial intelligence applications; software for artificial intelligence, machine learning, deep learning, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics and business intelligence; software for developing machine learning, deep learning, and artificial intelligence applications; software for use in artificial intelligence applications and computer vision; software for use in operating artificial intelligence platforms; software for use in the fields of artificial intelligence, machine learning, deep learning, high performance computing, distributed computing, virtualization, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics and business intelligence; software platforms for artificial intelligence applications; software that facilitates data transmission, data collection, data analysis, and decision-making; software for performing learning algorithms; software, namely, knowledge-based artificial intelligence platforms, data analytics platforms, and automation platforms for use in the fields of artificial intelligence, machine learning, deep learning, high performance computing, distributed computing, virtualization, natural language generation, statistical learning, supervised learning, un-supervised learning, data mining, predictive analytics and business intelligence; software; open-source software; software development kits (SDKs); software development tools; software development tools featuring open source libraries; software for big data analysis, for storing, aggregating, controlling, managing and retrieving data from large data sets, for the collection, identification, retrieving, editing, caching, processing, analysis, organizing, structuring, modifying, indexing, formatting, bookmarking, transmission, storage, management, sharing and access control of data and information; software for collecting, managing, editing, organizing, modifying, transmitting, sharing, and storing of data; software for data storage, data retrieval, data access, data backup, data replication, data availability, data recovery, data translation and data conversion; software for language translation and image recognition programs; software for modifying and enabling transmission of images, audio, audio visual and video content and data; software for processing images, graphics, audio, video, and text; software for transmitting, sharing, receiving, downloading, displaying, interacting with and transferring content, text, visual works, audio works, audiovisual works, literary works, data, files, documents and electronic works; software for use in data centers and data storage; software for scientific computing; software for data management, analytics and pattern and activity recognition; software using artificial intelligence and natural language processing for extracting data from unstructured and semi-structured documents, for classifying and searching documents, and for natural language processing; software for use as an application programming interface (API); software, namely, an interpretive interface for facilitating interaction between humans and machines; application development software programs; application programming interface (API) for software development in the fields of artificial intelligence, deep learning, machine learning, neural networks, high performance computing, and distributed computing systems; application programming interface (API) for use in building software applications; simulation, modeling and data processing software for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data, interactive visual computing, design of information graphics, video streaming, maximizing graphics processing and performance.